Upload 72 files

FULL_DOMAIN_SUMMARY.csv

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+repo,category,application_type,primary_framework,total_files,python_files,discovery_score,classification_score,governance_gate
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FULL_DOMAIN_SUMMARY.json

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+    {
+      "repo": "NAPALM",
+      "category": "NETWORK_TOOL",
+      "application_type": "NETWORK_TOOL",
+      "primary_framework": "NAPALM",
+      "total_files": 1738,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "pandapower",
+      "category": "ENERGY_SYSTEM",
+      "application_type": "ENERGY_SYSTEM",
+      "primary_framework": "pandapower",
+      "total_files": 1383,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "PyPSA",
+      "category": "ENERGY_SYSTEM",
+      "application_type": "ENERGY_SYSTEM",
+      "primary_framework": "PyPSA",
+      "total_files": 777,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "PuLP",
+      "category": "OPTIMIZATION_TOOL",
+      "application_type": "OPTIMIZATION_TOOL",
+      "primary_framework": "PuLP",
+      "total_files": 201,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "CVXPY",
+      "category": "OPTIMIZATION_TOOL",
+      "application_type": "OPTIMIZATION_TOOL",
+      "primary_framework": "CVXPY",
+      "total_files": 1116,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "poliastro",
+      "category": "SPACE_SYSTEM",
+      "application_type": "SPACE_SYSTEM",
+      "primary_framework": "poliastro",
+      "total_files": 320,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "python-sgp4",
+      "category": "SPACE_SYSTEM",
+      "application_type": "SPACE_SYSTEM",
+      "primary_framework": "sgp4",
+      "total_files": 35,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "NetworkX",
+      "category": "GRAPH_ANALYTICS",
+      "application_type": "GRAPH_ANALYTICS",
+      "primary_framework": "NetworkX",
+      "total_files": 955,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "python-igraph",
+      "category": "GRAPH_ANALYTICS",
+      "application_type": "GRAPH_ANALYTICS",
+      "primary_framework": "iGraph",
+      "total_files": 272,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "MicroPython",
+      "category": "EMBEDDED_SYSTEM",
+      "application_type": "EMBEDDED_SYSTEM",
+      "primary_framework": "MicroPython",
+      "total_files": 6495,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "CircuitPython",
+      "category": "EMBEDDED_SYSTEM",
+      "application_type": "EMBEDDED_SYSTEM",
+      "primary_framework": "CircuitPython",
+      "total_files": 8645,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "cocotb",
+      "category": "FPGA_HARDWARE",
+      "application_type": "FPGA_HARDWARE",
+      "primary_framework": "cocotb",
+      "total_files": 655,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "amaranth",
+      "category": "FPGA_HARDWARE",
+      "application_type": "FPGA_HARDWARE",
+      "primary_framework": "Amaranth HDL",
+      "total_files": 136,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "zephyr",
+      "category": "FIRMWARE",
+      "application_type": "FIRMWARE",
+      "primary_framework": "Zephyr RTOS",
+      "total_files": 61850,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "u-boot",
+      "category": "FIRMWARE",
+      "application_type": "FIRMWARE",
+      "primary_framework": "None",
+      "total_files": 37918,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "75%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "gnuradio",
+      "category": "DSP_TOOL",
+      "application_type": "DSP_TOOL",
+      "primary_framework": "None",
+      "total_files": 5731,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "75%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "Kivy",
+      "category": "MOBILE_APPLICATION",
+      "application_type": "MOBILE_APPLICATION",
+      "primary_framework": "Kivy",
+      "total_files": 1211,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "Toga",
+      "category": "MOBILE_APPLICATION",
+      "application_type": "MOBILE_APPLICATION",
+      "primary_framework": "BeeWare/Toga",
+      "total_files": 2060,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "Pulumi",
+      "category": "CLOUD_INFRASTRUCTURE",
+      "application_type": "CLOUD_INFRASTRUCTURE",
+      "primary_framework": "Pulumi",
+      "total_files": 39958,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "kubernetes-python",
+      "category": "CONTAINER_ORCHESTRATION",
+      "application_type": "CONTAINER_ORCHESTRATION",
+      "primary_framework": "Kubernetes",
+      "total_files": 3668,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "python-jenkins",
+      "category": "CI_CD_PIPELINE",
+      "application_type": "CI_CD_PIPELINE",
+      "primary_framework": "Jenkins",
+      "total_files": 193,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "ffmpeg-python",
+      "category": "MEDIA_STREAMING",
+      "application_type": "MEDIA_STREAMING",
+      "primary_framework": "FFmpeg",
+      "total_files": 82,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "gst-python",
+      "category": "MEDIA_STREAMING",
+      "application_type": "MEDIA_STREAMING",
+      "primary_framework": "None",
+      "total_files": 95,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "75%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "dronekit-python",
+      "category": "DRONE_UAV",
+      "application_type": "DRONE_UAV",
+      "primary_framework": "DroneKit",
+      "total_files": 136,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "ArduPilot",
+      "category": "DRONE_UAV",
+      "application_type": "DRONE_UAV",
+      "primary_framework": "ArduPilot",
+      "total_files": 7680,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "xarray",
+      "category": "CLIMATE_SCIENCE",
+      "application_type": "CLIMATE_SCIENCE",
+      "primary_framework": "xarray",
+      "total_files": 405,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    },
+    {
+      "repo": "MetPy",
+      "category": "CLIMATE_SCIENCE",
+      "application_type": "CLIMATE_SCIENCE",
+      "primary_framework": "MetPy",
+      "total_files": 751,
+      "python_files": 1,
+      "discovery_score": "100%",
+      "classification_score": "100%",
+      "governance_gate": "APPROVED"
+    }
+  ]
+}

FULL_DOMAIN_SUMMARY.md

@@ -0,0 +1,274 @@
+# CodeTruth Agent V3 — Module 1
+# Full Domain Scan Summary
+
+**Generated:** 2026-06-12 11:20:53 UTC
+
+**69 repositories | 39 application types | 441,660 files scanned**  
+**69/69 discovery = 100% | 57/69 classification = 100% | 0 skipped**
+
+---
+
+### API_SERVICE  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| FastAPI | FastAPI | 2,945 | 100% | 100% |
+
+### AUDIO_PROCESSING  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Whisper | Whisper | 42 | 100% | 100% |
+| librosa | librosa | 189 | 100% | 100% |
+
+### BLOCKCHAIN_NODE  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| py-evm | Web3.py | 504 | 100% | 100% |
+| solana-py | Solana | 124 | 100% | 100% |
+
+### CAD_SYSTEM  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| FreeCAD | No Framework Detected | 12,900 | 100% | 75% |
+| LibreCAD | No Framework Detected | 4,653 | 100% | 75% |
+
+### CI_CD_PIPELINE  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| python-jenkins | Jenkins | 193 | 100% | 100% |
+
+### CLIMATE_SCIENCE  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| MetPy | MetPy | 751 | 100% | 100% |
+| xarray | xarray | 405 | 100% | 100% |
+
+### CLOUD_INFRASTRUCTURE  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Pulumi | Pulumi | 39,958 | 100% | 100% |
+
+### CODE_GOVERNANCE  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| CodeTruthAgent | No Framework Detected | 495 | 100% | 75% |
+
+### COMPILER_TOOLCHAIN  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Go | No Framework Detected | 14,258 | 100% | 75% |
+| Rust | No Framework Detected | 58,894 | 100% | 75% |
+
+### COMPUTER_VISION  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Ultralytics | Ultralytics/YOLO | 941 | 100% | 100% |
+| opencv-python | OpenCV | 36 | 100% | 100% |
+
+### CONTAINER_ORCHESTRATION  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| kubernetes-python | Kubernetes | 3,668 | 100% | 100% |
+
+### DATABASE_SYSTEM  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Redis | No Framework Detected | 1,789 | 100% | 75% |
+
+### DATA_ENGINEERING  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Elasticsearch | Elasticsearch | 32,983 | 100% | 100% |
+
+### DRONE_UAV  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| ArduPilot | ArduPilot | 7,680 | 100% | 100% |
+| dronekit-python | DroneKit | 136 | 100% | 100% |
+
+### DSP_TOOL  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| gnuradio | No Framework Detected | 5,731 | 100% | 75% |
+
+### EMBEDDED_SYSTEM  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| CircuitPython | CircuitPython | 8,645 | 100% | 100% |
+| MicroPython | MicroPython | 6,495 | 100% | 100% |
+
+### ENERGY_SYSTEM  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| PyPSA | PyPSA | 777 | 100% | 100% |
+| pandapower | pandapower | 1,383 | 100% | 100% |
+
+### ERP_SYSTEM  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Odoo | Odoo | 47,562 | 100% | 100% |
+
+### FINANCE_SYSTEM  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| CCXT | CCXT | 9,277 | 100% | 100% |
+| Zipline | Zipline | 455 | 100% | 100% |
+
+### FIRMWARE  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| u-boot | No Framework Detected | 37,918 | 100% | 75% |
+| zephyr | Zephyr RTOS | 61,850 | 100% | 100% |
+
+### FPGA_HARDWARE  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| amaranth | Amaranth HDL | 136 | 100% | 100% |
+| cocotb | cocotb | 655 | 100% | 100% |
+
+### FRONTEND_APPLICATION  (3 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| React | React | 7,191 | 100% | 100% |
+| SAP_UI5 | React | 6,038 | 100% | 100% |
+| VSCode | React | 14,937 | 100% | 100% |
+
+### GIS_SYSTEM  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| GeoPandas | GeoPandas | 378 | 100% | 100% |
+| Shapely | No Framework Detected | 276 | 100% | 75% |
+
+### GRAPH_ANALYTICS  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| NetworkX | NetworkX | 955 | 100% | 100% |
+| python-igraph | iGraph | 272 | 100% | 100% |
+
+### MEDIA_STREAMING  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| ffmpeg-python | FFmpeg | 82 | 100% | 100% |
+| gst-python | No Framework Detected | 95 | 100% | 75% |
+
+### MEDICAL_SYSTEM  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| hl7apy | HL7apy | 163 | 100% | 100% |
+| pydicom | PyDICOM | 527 | 100% | 100% |
+
+### ML_PIPELINE  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Transformers | Transformers | 5,988 | 100% | 100% |
+
+### MOBILE_APPLICATION  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Kivy | Kivy | 1,211 | 100% | 100% |
+| Toga | BeeWare/Toga | 2,060 | 100% | 100% |
+
+### NETWORK_TOOL  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| NAPALM | NAPALM | 1,738 | 100% | 100% |
+| Netmiko | Netmiko | 780 | 100% | 100% |
+
+### NLP_TOOL  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| NLTK | NLTK | 519 | 100% | 100% |
+| spaCy | spaCy | 1,366 | 100% | 100% |
+
+### OPTIMIZATION_TOOL  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| CVXPY | CVXPY | 1,116 | 100% | 100% |
+| PuLP | PuLP | 201 | 100% | 100% |
+
+### QUANTUM_COMPUTING  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| PennyLane | PennyLane | 1,935 | 100% | 100% |
+| Qiskit | Qiskit | 3,898 | 100% | 100% |
+
+### ROBOTICS_SYSTEM  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Drake | Drake | 5,536 | 100% | 100% |
+| rclpy | No Framework Detected | 243 | 100% | 75% |
+
+### SCIENTIFIC_COMPUTING  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| BioPython | BioPython | 2,403 | 100% | 100% |
+
+### SECURITY_TOOL  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Scapy | Scapy | 852 | 100% | 100% |
+| pwntools | pwntools | 1,454 | 100% | 100% |
+
+### SIMULATION_TOOL  (2 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| OpenMDAO | OpenMDAO | 1,197 | 100% | 100% |
+| pyNastran | pyNastran | 2,979 | 100% | 100% |
+
+### SPACE_SYSTEM  (3 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Astropy | Astropy | 2,002 | 100% | 100% |
+| poliastro | poliastro | 320 | 100% | 100% |
+| python-sgp4 | sgp4 | 35 | 100% | 100% |
+
+### WEB_APPLICATION  (3 repos)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Django | Django | 6,625 | 100% | 100% |
+| Flask | Flask | 225 | 100% | 100% |
+| SpringBoot | Spring Boot | 1,118 | 100% | 100% |
+
+### WEB_SERVER  (1 repo)
+
+| Repo | Framework | Files | Discovery | Classification |
+|---|---|---:|---:|---:|
+| Nginx | No Framework Detected | 517 | 100% | 75% |
+

scan_amaranth.md

@@ -0,0 +1,113 @@
+# Repository Scan Report — amaranth
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:34 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | amaranth |
+| Path | `C:\repos\v3\amaranth` |
+| Purpose | amaranth — Fpga Hardware (Amaranth HDL) — 89 Python files |
+| Application Type | **Fpga Hardware** |
+| Primary Framework | Amaranth HDL |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 136 |
+| Python Files | 89 |
+| Test Directories | 1 |
+| Entry Points | 15 |
+| Config Files | 2 |
+| Doc Files | 2 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- JavaScript
+- Python
+- TOML
+- Verilog
+
+### File Types (Documents & Data)
+
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `amaranth\cli.py`
+- `amaranth\rpc.py`
+- `examples\basic\alu.py`
+- `examples\basic\alu_hier.py`
+- `examples\basic\arst.py`
+- `examples\basic\cdc.py`
+- `examples\basic\ctr.py`
+- `examples\basic\fsm.py`
+- `examples\basic\inst.py`
+- `examples\basic\mem.py`
+- `examples\basic\pmux.py`
+- `examples\basic\por.py`
+- `examples\basic\uart.py`
+- `examples\board\01_blinky.py`
+- `examples\board\02_domain.py`
+
+## Configuration Files
+
+- `.\.env.toolchain`
+- `.\pyproject.toml`
+
+## Documentation
+
+- `.\LICENSE.txt`
+- `.\README.md`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 1 file extension(s) not in language registry: .toolchain. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (1 not yet in registry):
+- `.toolchain` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:34.105490+00:00*

scan_ardupilot.md

@@ -0,0 +1,484 @@
+# Repository Scan Report — ardupilot
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:51 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | ardupilot |
+| Path | `C:\repos\v3\ardupilot` |
+| Purpose | ardupilot — Drone Uav (ArduPilot) — 277 Python files |
+| Application Type | **Drone Uav** |
+| Primary Framework | ArduPilot |
+| Secondary Frameworks | Pytest |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 7680 |
+| Python Files | 277 |
+| Test Directories | 27 |
+| Entry Points | 18 |
+| Config Files | 28 |
+| Doc Files | 260 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- 3DS Max Model
+- Arduino Sketch
+- Assembly
+- C
+- C++
+- CSS
+- Device Tree Source
+- Docker
+- Drone Parameter File
+- Drone Waypoints
+- Emacs Lisp
+- Embedded Binary
+- Embedded ELF
+- HTML
+- IDL
+- JavaScript
+- Jupyter Notebook
+- Kotlin
+- Lua
+- MATLAB
+- Nastran Input
+- Objective-C
+- PowerShell
+- Protobuf
+- Python
+- Robot Description
+- STL 3D Model
+- Shell
+- SketchUp Model
+- TOML
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Excel Spreadsheet
+- JSON
+- Markdown
+- PDF Document
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- OpenVINO Weights
+
+**Total model files: 417**
+
+## Build Systems
+
+- Make
+- Python Build
+- CMake
+- Setuptools
+
+## Technology Stack
+
+- Python
+- Docker
+- Vagrant
+
+## Entry Points
+
+- `Tools\ardupilotwaf\embed.py`
+- `libraries\APM_Control\examples\AP_FW_Controller_test\plot_results.py`
+- `libraries\AP_Camera\examples\gst_rtsp_server.py`
+- `libraries\AP_Camera\examples\gst_rtsp_to_wx.py`
+- `libraries\AP_Camera\examples\gst_udp_to_rtsp.py`
+- `libraries\AP_Camera\examples\gst_udp_to_wx.py`
+- `libraries\AP_Generator\scripts\test-loweheiser.py`
+- `libraries\AP_HAL_ChibiOS\hwdef\scripts\STM32F745xx.py`
+- `libraries\AP_HAL_ChibiOS\hwdef\scripts\chibios_hwdef.py`
+- `libraries\AP_HAL_ChibiOS\hwdef\scripts\dma_resolver.py`
+- `libraries\AP_HAL_ESP32\hwdef\scripts\esp32_hwdef.py`
+- `libraries\AP_HAL_Linux\hwdef\scripts\linux_hwdef.py`
+- `libraries\AP_HAL_QURT\hwdef\scripts\qurt_hwdef.py`
+- `libraries\AP_HAL_SITL\hwdef\scripts\sitl_hwdef.py`
+- `libraries\AP_Motors\examples\AP_Motors_test\run_heli_comparison.py`
+- `libraries\AP_NavEKF3\derivation\generate_1.py`
+- `libraries\AP_NavEKF3\derivation\generate_2.py`
+- `libraries\SITL\examples\Webots_Python\controllers\ardupilot_vehicle_controller\ardupilot_vehicle_controller.py`
+
+## Configuration Files
+
+- `.\Dockerfile`
+- `.\Makefile`
+- `.\pyproject.toml`
+- `.\Vagrantfile`
+- `libraries\AP_HAL_ESP32\targets\esp32\esp-idf\CMakeLists.txt`
+- `libraries\AP_HAL_ESP32\targets\esp32s3\esp-idf\CMakeLists.txt`
+- `libraries\AP_HAL_Linux\examples\BusTest\Makefile`
+- `libraries\AP_Scripting\lua\Makefile`
+- `libraries\AP_Scripting\lua\src\Makefile`
+- `libraries\SITL\examples\JSON\C++\CMakeLists.txt`
+- `libraries\SITL\examples\Webots\controllers\ardupilot_SITL_QUAD\Makefile`
+- `libraries\SITL\examples\Webots\controllers\ardupilot_SITL_ROVER\Makefile`
+- `libraries\SITL\examples\Webots\controllers\ardupilot_SITL_TRICOPTER\Makefile`
+- `libraries\SITL\examples\Webots\plugins\physics\sitl_physics_env\Makefile`
+- `Tools\cameras_gimbals\xacti-config\Makefile`
+- `Tools\CPUInfo\Makefile`
+- `Tools\Hello\Makefile`
+- `Tools\Linux_HAL_Essentials\devicetree\pxf\Makefile`
+- `Tools\Linux_HAL_Essentials\pru\aiopru\Makefile`
+- `Tools\Linux_HAL_Essentials\pru\pwmpru\Makefile`
+- `Tools\Linux_HAL_Essentials\pru\rangefinderpru\Makefile`
+- `Tools\Linux_HAL_Essentials\pru\rcinpru\Makefile`
+- `Tools\Replay\Makefile`
+- `Tools\ros2\ardupilot_dds_tests\setup.cfg`
+- `Tools\ros2\ardupilot_dds_tests\setup.py`
+- `Tools\ros2\ardupilot_msgs\CMakeLists.txt`
+- `Tools\ros2\ardupilot_sitl\CMakeLists.txt`
+- `Tools\UDP_Proxy\Makefile`
+
+## Documentation
+
+- `.\README.md`
+- `Tools\AP_Bootloader\README.md`
+- `Tools\AP_Periph\README.md`
+- `Tools\CHDK-Scripts\README.md`
+- `Tools\Frame_params\Parrot_Disco\README.md`
+- `Tools\Linux_HAL_Essentials\README.md`
+- `Tools\Linux_HAL_Essentials\devicetree\bbbmini\README.md`
+- `Tools\Linux_HAL_Essentials\pru\aiopru\README.md`
+- `Tools\Linux_HAL_Essentials\pru\rangefinderpru\README.md`
+- `Tools\UDP_Proxy\README.md`
+- `Tools\Vicon\README.md`
+- `Tools\autotest\README`
+- `Tools\autotest\aircraft\arducopter\README`
+- `Tools\autotest\logger_metadata\README.md`
+- `Tools\bootloaders\README.md`
+- `Tools\cameras_gimbals\xacti-config\README`
+- `Tools\debug\README.md`
+- `Tools\mavproxy_modules\README.md`
+- `Tools\ros2\README.md`
+- `Tools\ros2\ardupilot_dds_tests\launch\README.md`
+- `Tools\scripts\Networking\README.md`
+- `Tools\scripts\build_binaries_history_html\README.md`
+- `Tools\scripts\signing\README.md`
+- `Tools\scripts\sitl-on-hardware\README.md`
+- `Tools\simulink\arducopter\README.md`
+- `Tools\terrain-tools\README.md`
+- `Tools\vagrant\README.md`
+- `docs\README`
+- `libraries\AC_CustomControl\README.md`
+- `libraries\AP_ADSB\sagetech-sdk\LICENSE`
+- `libraries\AP_ADSB\sagetech-sdk\README.md`
+- `libraries\AP_CANManager\README.md`
+- `libraries\AP_Camera\examples\README.md`
+- `libraries\AP_DDS\README.md`
+- `libraries\AP_Declination\generate\README.md`
+- `libraries\AP_DroneCAN\dsdl\README.md`
+- `libraries\AP_DroneCAN\examples\DroneCAN_sniffer\README.md`
+- `libraries\AP_FETtecOneWire\README.md`
+- `libraries\AP_Filesystem\README.md`
+- `libraries\AP_GSOF\tests\README.md`
+- `libraries\AP_GyroFFT\CMSIS_5\LICENSE.txt`
+- `libraries\AP_GyroFFT\CMSIS_5\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\3DRControlZeroG\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ACNS-CM4Pilot\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ACNS-F405AIO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\AEDROXH7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\AEROFOX-H7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\AET-H743-Basic\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\AIRBRAINH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ARK_FPV\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ARK_PI6X\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ATOMRCF405NAVI-Deluxe\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\AeroCogito-H7Digital\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Aeromind6X\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Airvolute-DCS2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\AnyleafH7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Aocoda-RC-H743Dual\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Atlas-Control\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BETAFPV-F405-I2C\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BETAFPV-F405\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BROTHERHOBBYF405v3\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BROTHERHOBBYH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BeastF7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BeastF7v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BeastH7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BeastH7v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BlitzF745AIO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BlitzF745\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BlitzH743Pro\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BlitzMiniF745\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BlitzWingH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\BrahmaF4\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CBU-H7-Stamp\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CORVON405V2_1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CORVON743V1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CSKY_PMU\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CUAV-7-Nano\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CUAV-V6X-v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CUAV-X25-EVO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CUAVv5-bdshot\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CUAVv5\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CrazyF405\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CubeBlack\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CubeGreen-solo\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CubeOrangePlus-ODID\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CubeOrangePlus\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CubeOrange\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\CubeSolo\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\DAKEFPVF405\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\DAKEFPVH743Pro\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\DAKEFPVH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\DAKEFPVH743_SLIM\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\DroneerF405\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Durandal\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\F4BY_F427\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\F4BY_H743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\FlysparkF4\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\FlywooF405HD-AIOv2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\FlywooF405Pro\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\FlywooF405S-AIO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\FlywooF745\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\FlywooH743Pro\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\FoxeerF405v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\FoxeerH743v1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\GEPRCF745BTHD\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\GEPRC_TAKER_H743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\GreenSightUltraBlue\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\HEEWING-F405\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\HEEWING-F405v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\HWH7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Here4FC\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\HolybroF4_PMU\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\IFLIGHT_2RAW_H7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\JFB100\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\JFB110\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\JFB200\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\JHEMCU-H743HD\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\JHEMCUF405PRO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\JPilot-C\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KT-FMU-F1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteF4-Wing\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteF4Mini\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteF4\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteF7Mini\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteF7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteH7-Wing\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteH7Mini-Nand\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteH7Mini\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteH7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\KakuteH7v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\LumenierLUXF765-NDAA\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MFE_PDB_CAN\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MFE_POS3_CAN\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MFT-SEMA100\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MUPilot\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MambaF405-2022\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MambaF405US-I2C\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MambaF405v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MambaH743v4\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MatekH7A3-Wing\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MazzyStarDrone\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MicoAir405Mini\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MicoAir405v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MicoAir743-AIO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MicoAir743-Lite\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MicoAir743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\MicoAir743v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Morakot\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\NarinFC-H5\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\NarinFC-H7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\NarinFC-X3\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\NxtPX4v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ORBITH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\OrqaF405Pro\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\OrqaH7QuadCore\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PH4-mini\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PilotGaeaSH7V1-bdshot\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PixFlamingo-F767\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PixPilot-C3\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PixPilot-V3\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PixPilot-V6PRO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PixPilot-V6\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PixSurveyA1-IND\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PixSurveyA1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PixSurveyA2-IND\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Pixhawk1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Pixhawk4\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\Pixracer\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\PrincipIoTH7Pi\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\QioTekAdeptF407\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\QioTekZealotF427\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\QioTekZealotH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\RADIX2HD\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\RadiolinkF405\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ReaperF745\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ResoluteH7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SDMODELH7V1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SDMODELH7V2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SIYI_N7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SPEDIXF405\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SPEDIXH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SPRacingH7RF\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SPRacingH7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SULILGH7-P1-P2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SVehicle-E2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SequreH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SkyDroid-S3\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SkyRukh_Surge_H7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SkySakuraH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SkystarsF405v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SkystarsH7HD-bdshot\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SkystarsH7HD\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SkystarsH7HDv2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SpeedyBeeF405AIO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\SpeedyBeeF405Mini\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\StellarF4V2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\StellarF4\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\StellarH7V2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\TBS_LUCID_H7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\TBS_LUCID_H7_WING\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\TBS_LUCID_H7_WING_AIO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\TBS_LUCID_PRO\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\TMotorH743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\VM-L431-BMS\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\VM-L431-BatteryTag\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\VM-L431-Periph-Pico\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\VM-L431-SRV-Hub-4CHP\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\VUAV-TinyV7\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\VUAV-V7pro\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\X-MAV-AP-H743r1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\X-MAV-AP-H743v2\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\YARIV6X\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\YARI_GNSS\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\YJUAV_A6SE\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\YJUAV_A6SE_H743\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\YJUAV_A6Ultra\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\YJUAV_A6\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ZeroOneX6\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\ZeroOneX6_Air\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\modalai_fc-v1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\sparknavi-blue\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\speedybeef4v3\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\speedybeef4v4\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\speedybeef4v5\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\thepeach-k1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\thepeach-r1\README.md`
+- `libraries\AP_HAL_ChibiOS\hwdef\uav-dev-fc-um982\README.md`
+- `libraries\AP_HAL_ESP32\README.md`
+- `libraries\AP_HAL_ESP32\profile\README.md`
+- `libraries\AP_HAL_ESP32\utils\profile\README.md`
+- `libraries\AP_HAL_QURT\ap_host\service\README.md`
+- `libraries\AP_HAL_QURT\hwdef\ModalAI-VOXL2\README.md`
+- `libraries\AP_HAL_QURT\hwdef\ModalAI-VOXL3\README.md`
+- `libraries\AP_HAL_SITL\hwdef\SITL_arm_linux_gnueabihf\README.md`
+- `libraries\AP_HAL_SITL\hwdef\SITL_x86_64_linux_gnu\README.md`
+- `libraries\AP_HAL_SITL\hwdef\sitl\README.md`
+- `libraries\AP_HAL_SITL\hwdef\sitl_periph\README.md`
+- `libraries\AP_HAL_SITL\hwdef\sitl_periph_PPP\README.md`
+- `libraries\AP_HAL_SITL\hwdef\sitl_periph_battery_tag\README.md`
+- `libraries\AP_HAL_SITL\hwdef\sitl_periph_battmon\README.md`
+- `libraries\AP_HAL_SITL\hwdef\sitl_periph_gps\README.md`
+- `libraries\AP_HAL_SITL\hwdef\sitl_periph_universal\README.md`
+- `libraries\AP_Logger\README.md`
+- `libraries\AP_Math\tools\geodesic_grid\README.md`
+- `libraries\AP_OSD\fonts\HDFonts\WTFOS-DJI\README.md`
+- `libraries\AP_OSD\fonts\README.md`
+- `libraries\AP_PiccoloCAN\piccolo_protocol\README.md`
+- `libraries\AP_Scripting\README.md`
+- `libraries\AP_Scripting\applets\Aerobatics\FixedWing\README.md`
+- `libraries\AP_Scripting\applets\Aerobatics\FixedWing\RateBased\README.md`
+- `libraries\AP_Scripting\applets\Aerobatics\FixedWing\Schedules\README.md`
+- `libraries\AP_Scripting\applets\README.md`
+- `libraries\AP_Scripting\examples\README.md`
+- `libraries\AP_Scripting\lua\README`
+- `libraries\SITL\examples\EvaluateBatteryModel\README.md`
+- `libraries\SITL\examples\EvaluateMotorModel\README.md`
+- `libraries\SITL\examples\JSON\pybullet\models\iris\README.md`
+- `libraries\SITL\examples\JSON\pybullet\models\opendog\README.md`
+- `libraries\SITL\examples\Webots\README.md`
+- `tests\README.md`
+
+## Test Directories
+
+- `Tools\ros2\ardupilot_dds_tests\test`
+- `libraries\AP_ADSB\tests`
+- `libraries\AP_Baro\tests`
+- `libraries\AP_BattMonitor\tests`
+- `libraries\AP_CSVReader\tests`
+- `libraries\AP_Common\tests`
+- `libraries\AP_DDS\tests`
+- `libraries\AP_Declination\tests`
+- `libraries\AP_ExternalAHRS\tests`
+- `libraries\AP_GPS\tests`
+- `libraries\AP_GSOF\tests`
+- `libraries\AP_GyroFFT\tests`
+- `libraries\AP_HAL\tests`
+- `libraries\AP_HAL\utility\tests`
+- `libraries\AP_HAL_Linux\tests`
+- `libraries\AP_JSButton\tests`
+- `libraries\AP_Math\tests`
+- `libraries\AP_MultiHeap\tests`
+- `libraries\AP_NavEKF\tests`
+- `libraries\AP_OLC\tests`
+- `libraries\AP_Param\tests`
+- `libraries\AP_RCProtocol\tests`
+- `libraries\AP_Scripting\tests`
+- `libraries\AP_Scripting\tests\modules\test`
+- `libraries\Filter\tests`
+- `libraries\SITL\tests`
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 44 file extension(s) not in language registry: .1, .ac, .cmd, .csv, .dae. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (44 not yet in registry):
+- `.1` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ac` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cmd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dae` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.defaults` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.desc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dtbo` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dump` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fig` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.gnu` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.inc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.init` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.inoflag` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ioc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.j2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.jsonc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.launch` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:51.848536+00:00*

scan_astropy.md

@@ -0,0 +1,189 @@
+# Repository Scan Report — astropy
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:27 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | astropy |
+| Path | `C:\repos\v3\astropy` |
+| Purpose | astropy — Space System (Astropy) — 995 Python files |
+| Application Type | **Space System** |
+| Primary Framework | Astropy |
+| Secondary Frameworks | RQ, Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 2002 |
+| Python Files | 995 |
+| Test Directories | 44 |
+| Entry Points | 3 |
+| Config Files | 5 |
+| Doc Files | 11 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- C
+- CSS
+- Cython
+- FITS Astronomy
+- HTML
+- Python
+- Shell
+- TOML
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- LaTeX
+- M4 Macro
+- Markdown
+- PDF Document
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `astropy\io\votable\validator\main.py`
+- `astropy\timeseries\periodograms\lombscargle\implementations\main.py`
+- `astropy\timeseries\periodograms\lombscargle_multiband\implementations\main.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `.\setup.py`
+- `astropy\constants\config.py`
+- `astropy\io\fits\hdu\compressed\settings.py`
+- `docs\Makefile`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\README.rst`
+- `astropy\extern\README.rst`
+- `cextern\README.rst`
+- `cextern\cfitsio\README.rst`
+- `cextern\expat\AUTHORS`
+- `cextern\expat\README.md`
+- `cextern\wcslib\C\flexed\README`
+- `cextern\wcslib\README`
+- `docs\changes\README.rst`
+- `licenses\README.rst`
+
+## Test Directories
+
+- `astropy\config\tests`
+- `astropy\constants\tests`
+- `astropy\convolution\tests`
+- `astropy\coordinates\tests`
+- `astropy\cosmology\_src\tests`
+- `astropy\cosmology\tests`
+- `astropy\io\ascii\tests`
+- `astropy\io\fits\hdu\compressed\tests`
+- `astropy\io\fits\tests`
+- `astropy\io\misc\pyarrow\tests`
+- `astropy\io\misc\tests`
+- `astropy\io\registry\tests`
+- `astropy\io\tests`
+- `astropy\io\votable\tests`
+- `astropy\modeling\tests`
+- `astropy\nddata\mixins\tests`
+- `astropy\nddata\tests`
+- `astropy\samp\tests`
+- `astropy\stats\tests`
+- `astropy\table\mixins\tests`
+- `astropy\table\tests`
+- `astropy\tests`
+- `astropy\tests\tests`
+- `astropy\time\tests`
+- `astropy\timeseries\io\tests`
+- `astropy\timeseries\periodograms\bls\tests`
+- `astropy\timeseries\periodograms\lombscargle\implementations\tests`
+- `astropy\timeseries\periodograms\lombscargle\tests`
+- `astropy\timeseries\periodograms\lombscargle_multiband\tests`
+- `astropy\timeseries\tests`
+- `astropy\uncertainty\tests`
+- `astropy\units\tests`
+- `astropy\utils\iers\tests`
+- `astropy\utils\masked\tests`
+- `astropy\utils\metadata\tests`
+- `astropy\utils\tests`
+- `astropy\utils\xml\tests`
+- `astropy\visualization\scripts\tests`
+- `astropy\visualization\tests`
+- `astropy\visualization\wcsaxes\tests`
+- `astropy\wcs\tests`
+- `astropy\wcs\wcsapi\tests`
+- `astropy\wcs\wcsapi\wrappers\tests`
+- `docs\changes\tests`
+
+## Warnings & Diagnostics
+
+1. 29 file extension(s) not in language registry: .00, .01, .02, .ac, .cff. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (29 not yet in registry):
+- `.00` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.01` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.02` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ac` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.data` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dbout` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dtd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ecsv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.eopc04_iau2000` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.guess` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.hdf5` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.hdr` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.inc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.l` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.lesser` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.list` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:27.911404+00:00*

scan_biopython.md

@@ -0,0 +1,175 @@
+# Repository Scan Report — biopython
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:28 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | biopython |
+| Path | `C:\repos\v3\biopython` |
+| Purpose | biopython — Scientific Computing (BioPython) — 546 Python files |
+| Application Type | **Scientific Computing** |
+| Primary Framework | BioPython |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 2403 |
+| Python Files | 546 |
+| Test Directories | 1 |
+| Entry Points | 24 |
+| Config Files | 3 |
+| Doc Files | 19 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- AMPL Model
+- C
+- CSS
+- Crystallographic File
+- FASTA Sequence
+- FASTQ Sequence
+- HTML
+- Oracle Reports
+- Protein Data Bank
+- Python
+- SQL
+- TOML
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- LaTeX
+- Log File
+- Markdown
+- Output File
+- PDF Document
+- ReStructuredText
+- TSV
+- Text
+- Word Document
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `Bio\Affy\CelFile.py`
+- `Bio\AlignIO\NexusIO.py`
+- `Bio\AlignIO\StockholmIO.py`
+- `Bio\AlignIO\__init__.py`
+- `Bio\Align\__init__.py`
+- `Bio\Align\analysis.py`
+- `Bio\Align\interfaces.py`
+- `Bio\Align\stockholm.py`
+- `Bio\Blast\__init__.py`
+- `Bio\Entrez\__init__.py`
+- `Bio\ExPASy\cellosaurus.py`
+- `Bio\GenBank\__init__.py`
+- `Bio\GenBank\utils.py`
+- `Bio\Graphics\GenomeDiagram\_Colors.py`
+- `Bio\Graphics\GenomeDiagram\_Feature.py`
+- `Bio\Seq.py`
+- `Bio\SeqFeature.py`
+- `Bio\SeqRecord.py`
+- `Bio\_utils.py`
+- `Bio\bgzf.py`
+- *... and 4 more*
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `.\setup.py`
+- `Doc\Makefile`
+
+## Documentation
+
+- `.\CONTRIBUTING.rst`
+- `.\LICENSE`
+- `.\README.rst`
+- `Bio\Align\substitution_matrices\data\README.txt`
+- `Doc\README.rst`
+- `Doc\cookbook\README`
+- `Scripts\xbbtools\README`
+- `Tests\Blast\README.txt`
+- `Tests\Blat\README.txt`
+- `Tests\Cluster\README`
+- `Tests\Exonerate\README.txt`
+- `Tests\Fasta\README`
+- `Tests\Graphics\README`
+- `Tests\HHsuite\README.txt`
+- `Tests\Hmmer\README.txt`
+- `Tests\PAML\Control_files\README.txt`
+- `Tests\PopGen\README`
+- `Tests\Roche\README.txt`
+- `Tests\SwissProt\README`
+
+## Test Directories
+
+- `Tests`
+
+## Warnings & Diagnostics
+
+1. 110 file extension(s) not in language registry: .2bit, .4, .4letter, .6, .a2m. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (110 not yet in registry):
+- `.2bit` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.4` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.4letter` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.6` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.a2m` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ab1` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ace` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ali` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.aln` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.appveyor` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.as` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.asa` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.backbone` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bam` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bb` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bbcols` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bed` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bgz` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cdao` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cds` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:28.245901+00:00*

scan_ccxt.md

@@ -0,0 +1,284 @@
+# Repository Scan Report — ccxt
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:26 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | ccxt |
+| Path | `C:\repos\v3\ccxt` |
+| Purpose | ccxt — Finance System (CCXT) — 1329 Python files |
+| Application Type | **Finance System** |
+| Primary Framework | CCXT |
+| Secondary Frameworks | Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 9277 |
+| Python Files | 1329 |
+| Test Directories | 13 |
+| Entry Points | 13 |
+| Config Files | 73 |
+| Doc Files | 48 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- AMPL Model
+- C
+- C#
+- CSS
+- Cython
+- Docker
+- Go
+- HTML
+- Java
+- JavaScript
+- Jupyter Notebook
+- Kotlin
+- PHP
+- Python
+- Shell
+- TOML
+- TypeScript
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Handlebars Template
+- JSON
+- Markdown
+- Properties File
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Composer
+- NPM
+- Python Build
+- Setuptools
+- Make
+- Go Modules
+- Gradle
+
+## Technology Stack
+
+- Python
+- Docker
+- AWS
+- GCP
+
+## Entry Points
+
+- `examples\py\asciichart.py`
+- `examples\py\async-basic-callchain.py`
+- `examples\py\async-basic.py`
+- `examples\py\async-fetch-balance.py`
+- `examples\py\async-multiple-accounts.py`
+- `examples\py\async-orderbooks-from-multiple-exchanges-at-once.py`
+- `examples\py\async-orderbooks.py`
+- `examples\py\async-ticker.py`
+- `examples\py\async-tickers-from-many-exchanges-at-once.py`
+- `examples\py\async.py`
+- `examples\py\binance-futures-watch-balance.py`
+- `examples\py\cli.py`
+- `python\ccxt\static_dependencies\ethereum\hexbytes\main.py`
+
+## Configuration Files
+
+- `.\composer.json`
+- `.\composer.lock`
+- `.\docker-compose.yml`
+- `.\Dockerfile`
+- `.\package-lock.json`
+- `.\package.json`
+- `.\pyproject.toml`
+- `.\setup.cfg`
+- `.\tsconfig.json`
+- `.\webpack.config.js`
+- `cli\package-lock.json`
+- `cli\package.json`
+- `cli\tsconfig.json`
+- `cs\ccxt.sln`
+- `cs\ccxt\ccxt.csproj`
+- `cs\ccxt\static\Cryptography.ECDSA\Cryptography.ECDSA.csproj`
+- `cs\ccxt\static\MiniMessagePack\MiniMessagePack.sln`
+- `cs\ccxt\static\MiniMessagePack\MiniMessagePack\MiniMessagePack.csproj`
+- `cs\ccxt\static\Nethereum\Nethereum.Signer.EIP712\Nethereum.Signer.EIP712.csproj`
+- `cs\ccxt\static\Portable.BouncyCastle\BouncyCastle.Crypto.csproj`
+- `cs\cli\cli.csproj`
+- `cs\tests\tests.csproj`
+- `doc\Makefile`
+- `doc\requirements.txt`
+- `examples\tsconfig.json`
+- `examples\cs\c#.csproj`
+- `examples\cs\Examples.sln`
+- `examples\ts\fetch-futures\package-lock.json`
+- `examples\ts\fetch-futures\package.json`
+- `examples\ts\fetch-futures\tsconfig.json`
+- `examples\ts\fetch-tickers\package-lock.json`
+- `examples\ts\fetch-tickers\package.json`
+- `examples\ts\fetch-tickers\tsconfig.json`
+- `examples\ts\nextjs-page-router\.eslintrc.json`
+- `examples\ts\nextjs-page-router\next.config.js`
+- `examples\ts\nextjs-page-router\package-lock.json`
+- `examples\ts\nextjs-page-router\package.json`
+- `examples\ts\nextjs-page-router\tsconfig.json`
+- `go\cli\go.mod`
+- `go\cli\go.sum`
+- `go\tests\go.mod`
+- `go\tests\base\go.mod`
+- `go\tests\profile\go.mod`
+- `go\tests\profile\go.sum`
+- `go\tests\types\go.mod`
+- `go\tests\types\go.sum`
+- `go\v4\go.mod`
+- `go\v4\go.sum`
+- `go\v4\pro\go.sum`
+- `java\build.gradle.kts`
+- `java\cli\build.gradle.kts`
+- `java\examples\build.gradle.kts`
+- `java\lib\build.gradle.kts`
+- `java\tests\build.gradle.kts`
+- `php\static_dependencies\elliptic-php\composer.json`
+- `playground\.env.example`
+- `playground\docker-compose.yml`
+- `playground\Dockerfile`
+- `playground\package-lock.json`
+- `playground\package.json`
+- `playground\tsconfig.json`
+- `playground\proxy\Dockerfile`
+- `python\package.json`
+- `python\setup.cfg`
+- `python\setup.py`
+- `utils\mock_ws_server\go.mod`
+- `utils\mock_ws_server\go.sum`
+- `utils\package-test\package.json`
+- `utils\package-test\tsconfig.json`
+- `website\Dockerfile`
+- `website\package-lock.json`
+- `website\package.json`
+- `website\tsconfig.json`
+
+## Documentation
+
+- `.\CHANGELOG.md`
+- `.\CONTRIBUTING.md`
+- `.\LICENSE.txt`
+- `.\README.md`
+- `cli\README.md`
+- `cs\ccxt\static\MiniMessagePack\README.md`
+- `examples\README.md`
+- `examples\js\README.md`
+- `examples\php\README.md`
+- `examples\py\README.md`
+- `examples\ts\nextjs-page-router\README.md`
+- `go\tests\profile\README`
+- `go\v4\LICENSE`
+- `php\static_dependencies\README.md`
+- `php\static_dependencies\elliptic-php\LICENSE.md`
+- `playground\README.md`
+- `python\LICENSE.txt`
+- `python\README.md`
+- `python\README.rst`
+- `python\ccxt\static_dependencies\README.md`
+- `ts\src\static_dependencies\README.md`
+- `ts\src\static_dependencies\jsencrypt\LICENSE.txt`
+- `ts\src\static_dependencies\jsencrypt\lib\asn1js\LICENSE.txt`
+- `ts\src\static_dependencies\jsencrypt\lib\jsbn\LICENSE.txt`
+- `ts\src\static_dependencies\jsencrypt\lib\jsbn\README.md`
+- `ts\src\static_dependencies\jsencrypt\lib\jsrsasign\LICENSE.txt`
+- `ts\src\static_dependencies\noble-curves\README.md`
+- `ts\src\static_dependencies\noble-hashes\README.md`
+- `ts\src\static_dependencies\proxies\agent-base\README.md`
+- `ts\src\static_dependencies\proxies\http-proxy-agent\LICENSE`
+- `ts\src\static_dependencies\proxies\https-proxy-agent\README.md`
+- `ts\src\static_dependencies\scure-base\README.md`
+- `ts\src\static_dependencies\scure-starknet\README.md`
+- `ts\src\static_dependencies\starknet\README.md`
+- `ts\src\static_dependencies\watchable\CHANGELOG.md`
+- `ts\src\static_dependencies\watchable\LICENSE`
+- `ts\src\static_dependencies\watchable\README.md`
+- `website\README.md`
+- `wiki\CHANGELOG.md`
+- `wiki\CONTRIBUTING.md`
+- `wiki\README.md`
+- `wiki\examples\cs\README.md`
+- `wiki\examples\go\README.md`
+- `wiki\examples\java\README.md`
+- `wiki\examples\js\README.md`
+- `wiki\examples\php\README.md`
+- `wiki\examples\py\README.md`
+- `wiki\examples\ts\README.md`
+
+## Test Directories
+
+- `cs\tests`
+- `go\tests`
+- `java\lib\src\test`
+- `java\tests`
+- `java\tests\src\main\java\tests`
+- `js\src\pro\test`
+- `js\src\test`
+- `php\pro\test`
+- `php\test`
+- `python\ccxt\pro\test`
+- `python\ccxt\test`
+- `ts\src\pro\test`
+- `ts\src\test`
+
+## Warnings & Diagnostics
+
+1. 17 file extension(s) not in language registry: .csproj, .csprojme, .csprojrem, .csprojrm, .cts. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (17 not yet in registry):
+- `.csproj` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csprojme` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csprojrem` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csprojrm` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cts` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dylib` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.example` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.lark` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.map` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mts` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sln` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.snk` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sum` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.wasm` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.work` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:26.855524+00:00*

scan_circuitpython.md

@@ -0,0 +1,231 @@
+# Repository Scan Report — circuitpython
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:33 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | circuitpython |
+| Path | `C:\repos\v3\circuitpython` |
+| Purpose | circuitpython — Embedded System (CircuitPython) — 1641 Python files |
+| Application Type | **Embedded System** |
+| Primary Framework | CircuitPython |
+| Secondary Frameworks | Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 8645 |
+| Python Files | 1641 |
+| Test Directories | 5 |
+| Entry Points | 14 |
+| Config Files | 30 |
+| Doc Files | 53 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Assembly
+- Audio File
+- C
+- C#
+- C++
+- CSS
+- Embedded Binary
+- HTML
+- JavaScript
+- Nastran Bulk Data
+- Python
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Gettext Translation
+- JSON
+- Markdown
+- PDF Document
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Python Build
+- CMake
+
+## Technology Stack
+
+- Python
+- Redis
+
+## Entry Points
+
+- `docs\shared_bindings_matrix.py`
+- `mpy-cross\mpy_cross\__main__.py`
+- `ports\cxd56\tools\flash_writer.py`
+- `ports\espressif\tools\check-sdkconfig.py`
+- `ports\espressif\tools\update_sdkconfig.py`
+- `ports\raspberrypi\gen_stage2.py`
+- `ports\silabs\tools\make_pins.py`
+- `ports\zephyr-cp\cptools\build_all_boards.py`
+- `ports\zephyr-cp\cptools\get_west_shield_args.py`
+- `ports\zephyr-cp\cptools\update_board_info.py`
+- `py\makecompresseddata.py`
+- `py\makemoduledefs.py`
+- `py\makeqstrdata.py`
+- `py\makeqstrdefs.py`
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\pyproject.toml`
+- `.\requirements-dev.txt`
+- `lib\sdmmc\CMakeLists.txt`
+- `lib\sdmmc\test\CMakeLists.txt`
+- `mpy-cross\Makefile`
+- `ports\analog\Makefile`
+- `ports\atmel-samd\Makefile`
+- `ports\broadcom\Makefile`
+- `ports\cxd56\Makefile`
+- `ports\cxd56\mkspk\Makefile`
+- `ports\cxd56\tools\requirements.txt`
+- `ports\espressif\CMakeLists.txt`
+- `ports\espressif\Makefile`
+- `ports\litex\Makefile`
+- `ports\mimxrt10xx\Makefile`
+- `ports\nordic\Makefile`
+- `ports\raspberrypi\Makefile`
+- `ports\raspberrypi\pioasm\CMakeLists.txt`
+- `ports\renode\Makefile`
+- `ports\silabs\Makefile`
+- `ports\stm\Makefile`
+- `ports\unix\Makefile`
+- `ports\zephyr-cp\CMakeLists.txt`
+- `ports\zephyr-cp\Makefile`
+- `ports\zephyr-cp\sysbuild.cmake`
+- `ports\zephyr-cp\boards\board_aliases.cmake`
+- `py\mkrules.cmake`
+- `py\py.cmake`
+- `py\usermod.cmake`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.rst`
+- `docs\LICENSE.md`
+- `docs\README.md`
+- `lib\AnimatedGIF\README.md`
+- `lib\README.md`
+- `lib\libm_dbl\README`
+- `lib\littlefs\README.md`
+- `lib\mbedtls_errors\README.md`
+- `mpy-cross\README.md`
+- `ports\analog\README.md`
+- `ports\analog\boards\apard32690\README.md`
+- `ports\atmel-samd\README.rst`
+- `ports\broadcom\README.rst`
+- `ports\cxd56\README.md`
+- `ports\espressif\README.rst`
+- `ports\espressif\boards\beetle-esp32-c3\README.md`
+- `ports\litex\README.rst`
+- `ports\mimxrt10xx\README.md`
+- `ports\mimxrt10xx\boards\makerdiary_imxrt1011_nanokit\README.md`
+- `ports\nordic\README.md`
+- `ports\nordic\boards\arduino_nano_33_ble\README.md`
+- `ports\nordic\boards\arduino_nano_33_ble_rev2\README.md`
+- `ports\nordic\boards\bastble\README.md`
+- `ports\nordic\boards\makerdiary_m60_keyboard\README.md`
+- `ports\nordic\boards\makerdiary_nrf52840_connectkit\README.md`
+- `ports\nordic\boards\makerdiary_nrf52840_m2_devkit\README.md`
+- `ports\nordic\boards\sparkfun_nrf52840_micromod\README.md`
+- `ports\nordic\boards\sparkfun_nrf52840_mini\README.md`
+- `ports\nordic\boards\tinkeringtech_scoutmakes_azul\README.md`
+- `ports\raspberrypi\README.rst`
+- `ports\renode\README.md`
+- `ports\silabs\README.md`
+- `ports\silabs\boards\devkit_xg24_brd2601b\README.md`
+- `ports\silabs\boards\explorerkit_xg24_brd2703a\README.md`
+- `ports\silabs\boards\sparkfun_thingplus_matter_mgm240p_brd2704a\README.md`
+- `ports\stm\README.md`
+- `ports\stm\boards\espruino_pico\README.md`
+- `ports\unix\README.md`
+- `ports\zephyr-cp\README.md`
+- `ports\zephyr-cp\cptools\tests\README.md`
+- `ports\zephyr-cp\tests\zephyr_display\README.md`
+- `shared\README.md`
+- `shared\memzip\README.md`
+- `tests\README.md`
+- `tests\circuitpython-manual\audioio\README.md`
+- `tests\circuitpython-manual\pwmio\README.md`
+- `tests\circuitpython-manual\synthio\note\README.md`
+- `tests\circuitpython-manual\synthio\wave\README.md`
+- `tests\feature_check\README`
+- `tests\frozen\README.md`
+- `tests\jni\README`
+
+## Test Directories
+
+- `lib\sdmmc\test`
+- `ports\stm\boards\swan_r5\tests`
+- `ports\zephyr-cp\cptools\tests`
+- `ports\zephyr-cp\tests`
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 42 file extension(s) not in language registry: .bmp, .cmake, .csv, .defaults, .diff. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (42 not yet in registry):
+- `.bmp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cmake` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.defaults` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.diff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dox` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.exp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ext` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fmt` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fuzz` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.gdb` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in-stubs` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.inc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.jinja` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.jlink` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ld` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.license` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.m1` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.midi` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mk` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:33.281913+00:00*

scan_cocotb.md

@@ -0,0 +1,233 @@
+# Repository Scan Report — cocotb
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:33 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | cocotb |
+| Path | `C:\repos\v3\cocotb` |
+| Purpose | cocotb — Fpga Hardware (cocotb) — 216 Python files |
+| Application Type | **Fpga Hardware** |
+| Primary Framework | cocotb |
+| Secondary Frameworks | RQ, Pytest |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 655 |
+| Python Files | 216 |
+| Test Directories | 5 |
+| Entry Points | 4 |
+| Config Files | 89 |
+| Doc Files | 11 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- C
+- C++
+- CSS
+- JavaScript
+- PowerShell
+- Python
+- SystemVerilog
+- TOML
+- VHDL
+- Verilog
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- JSON
+- Log File
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Python Build
+- Setuptools
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `examples\simple_dff\test_dff.py`
+- `src\cocotb_tools\check_results.py`
+- `src\cocotb_tools\combine_results.py`
+- `src\cocotb_tools\config.py`
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\pyproject.toml`
+- `.\setup.py`
+- `examples\Makefile`
+- `examples\adder\tests\Makefile`
+- `examples\analog_model\Makefile`
+- `examples\first_steps\Makefile`
+- `examples\matrix_multiplier\tests\Makefile`
+- `examples\mixed_language\tests\Makefile`
+- `examples\mixed_signal\tests\Makefile`
+- `examples\simple_dff\Makefile`
+- `src\pyproject.toml`
+- `src\cocotb_tools\config.py`
+- `tests\Makefile`
+- `tests\designs\array_module\Makefile`
+- `tests\designs\basic_hierarchy_module\Makefile`
+- `tests\designs\multi_dimension_array\Makefile`
+- `tests\designs\plusargs_module\Makefile`
+- `tests\designs\sample_module\Makefile`
+- `tests\designs\uart2bus\Makefile`
+- `tests\designs\verilator_timing\Makefile`
+- `tests\designs\vhdl_configurations\Makefile`
+- `tests\designs\viterbi_decoder_axi4s\Makefile`
+- `tests\test_cases\test_array\Makefile`
+- `tests\test_cases\test_array_simple\Makefile`
+- `tests\test_cases\test_async_bridge\Makefile`
+- `tests\test_cases\test_cocotb\Makefile`
+- `tests\test_cases\test_compare\Makefile`
+- `tests\test_cases\test_configuration\Makefile`
+- `tests\test_cases\test_custom_entry\Makefile`
+- `tests\test_cases\test_deadlock\Makefile`
+- `tests\test_cases\test_defaultless_parameter\Makefile`
+- `tests\test_cases\test_discovery\Makefile`
+- `tests\test_cases\test_dumpfile_verilator\Makefile`
+- `tests\test_cases\test_exit_error\Makefile`
+- `tests\test_cases\test_failure\Makefile`
+- `tests\test_cases\test_fatal\Makefile`
+- `tests\test_cases\test_first_on_coincident_triggers\Makefile`
+- `tests\test_cases\test_force_release\Makefile`
+- `tests\test_cases\test_forked_exception\Makefile`
+- `tests\test_cases\test_gpi_extra_bad_lib\Makefile`
+- `tests\test_cases\test_gpi_users_bad_lib\Makefile`
+- `tests\test_cases\test_gpi_users_notset\Makefile`
+- `tests\test_cases\test_indexing_warning\Makefile`
+- `tests\test_cases\test_inertial_writes\Makefile`
+- `tests\test_cases\test_integers\Makefile`
+- `tests\test_cases\test_iteration_mixedlang\Makefile`
+- `tests\test_cases\test_iteration_verilog\Makefile`
+- `tests\test_cases\test_iteration_vhdl\Makefile`
+- `tests\test_cases\test_kill_sim\Makefile`
+- `tests\test_cases\test_listing\Makefile`
+- `tests\test_cases\test_logic_array_indexing\Makefile`
+- `tests\test_cases\test_log_prefix\Makefile`
+- `tests\test_cases\test_long_log_msg\Makefile`
+- `tests\test_cases\test_max_failures\Makefile`
+- `tests\test_cases\test_module_var_empty\Makefile`
+- `tests\test_cases\test_module_var_messy\Makefile`
+- `tests\test_cases\test_module_without_tests\Makefile`
+- `tests\test_cases\test_multi_dimension_array\Makefile`
+- `tests\test_cases\test_multi_level_module_path\Makefile`
+- `tests\test_cases\test_null_ranges\Makefile`
+- `tests\test_cases\test_one_empty_test\Makefile`
+- `tests\test_cases\test_package\Makefile`
+- `tests\test_cases\test_packed_union\Makefile`
+- `tests\test_cases\test_plusargs\Makefile`
+- `tests\test_cases\test_random_test_order\Makefile`
+- `tests\test_cases\test_seed\Makefile`
+- `tests\test_cases\test_select_testcase\Makefile`
+- `tests\test_cases\test_select_testcase_error\Makefile`
+- `tests\test_cases\test_similar_scope_name\Makefile`
+- `tests\test_cases\test_skip\Makefile`
+- `tests\test_cases\test_skipped_explicitly_run\Makefile`
+- `tests\test_cases\test_struct\Makefile`
+- `tests\test_cases\test_sv_interface\Makefile`
+- `tests\test_cases\test_test_filter\Makefile`
+- `tests\test_cases\test_toplevel_architecture_same_as_entity\Makefile`
+- `tests\test_cases\test_toplevel_library\Makefile`
+- `tests\test_cases\test_trigger_memory_leak\Makefile`
+- `tests\test_cases\test_verilator_timing_a\Makefile`
+- `tests\test_cases\test_verilator_timing_b\Makefile`
+- `tests\test_cases\test_verilator_timing_c\Makefile`
+- `tests\test_cases\test_verilator_timing_d\Makefile`
+- `tests\test_cases\test_verilog_access\Makefile`
+- `tests\test_cases\test_verilog_include_dirs\Makefile`
+- `tests\test_cases\test_vhdl_access\Makefile`
+- `tests\test_cases\test_vhdl_integer\Makefile`
+- `tests\test_cases\test_vhdl_libraries\Makefile`
+- `tests\test_cases\test_vhdl_libraries_multiple\Makefile`
+- `tests\test_cases\test_xfail\Makefile`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `docs\README.md`
+- `docs\source\diagrams\README.md`
+- `docs\source\newsfragments\README.rst`
+- `src\cocotb\_vendor\README.md`
+- `src\cocotb\share\def\README.md`
+- `src\cocotb_tools\_vendor\README.md`
+- `tests\designs\uart2bus\README`
+- `tests\designs\verilator_timing\README.md`
+
+## Test Directories
+
+- `examples\adder\tests`
+- `examples\matrix_multiplier\tests`
+- `examples\mixed_language\tests`
+- `examples\mixed_signal\tests`
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 28 file extension(s) not in language registry: .activehdl, .cvc, .def, .deprecations, .drawio. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (28 not yet in registry):
+- `.activehdl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cvc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.def` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.deprecations` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.drawio` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dsim` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ghdl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.icarus` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.inc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.init` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ius` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.modelsim` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.nvc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pyi` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.questa` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.questa-compat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.questa-qisqrun` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.riviera` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.scs` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:33.791885+00:00*

scan_codetruthagent.md

@@ -0,0 +1,115 @@
+# Repository Scan Report — CodeTruthAgent
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:19:58 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | CodeTruthAgent |
+| Path | `C:\AI_Project\CodeTruthAgent` |
+| Purpose | CodeTruthAgent — Code Governance — 202 Python files |
+| Application Type | **Code Governance** |
+| Primary Framework | No Framework Detected |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 75% |
+| Overall | 88% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 495 |
+| Python Files | 202 |
+| Test Directories | 2 |
+| Entry Points | 16 |
+| Config Files | 1 |
+| Doc Files | 2 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- PowerShell
+- Python
+
+### File Types (Documents & Data)
+
+- JSON
+- LaTeX
+- Markdown
+- PDF Document
+- SQL Server Backup
+- Text
+- Word Document
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- None detected
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `.\main.py`
+- `.\main_v2.py`
+- `ai\behavioral_signature_engine.py`
+- `ai\decision_orchestrator.py`
+- `ai\embedding_similarity.py`
+- `ai\fusion_engine.py`
+- `ai\lexical_prefilter.py`
+- `ai\patch_generation_engine.py`
+- `ai\patch_validation_engine.py`
+- `ai\purpose_analysis_engine.py`
+- `ai\repository_graph_engine.py`
+- `ai\risk_classification_engine.py`
+- `ai\semantic_decision_engine.py`
+- `ai\test_execution_engine.py`
+- `ai\v1_adapter.py`
+- `ai\v2_orchestrator.py`
+
+## Configuration Files
+
+- `.\requirements.txt`
+
+## Documentation
+
+- `.\LICENSE`
+- `.\README.md`
+
+## Test Directories
+
+- `tests`
+- `v3\tests`
+
+## Warnings & Diagnostics
+
+1. 1 file extension(s) not in language registry: .csv. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (1 not yet in registry):
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:19:58.507207+00:00*

scan_cvxpy.md

@@ -0,0 +1,121 @@
+# Repository Scan Report — cvxpy
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:32 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | cvxpy |
+| Path | `C:\repos\v3\cvxpy` |
+| Purpose | cvxpy — Optimization Tool (CVXPY) — 522 Python files |
+| Application Type | **Optimization Tool** |
+| Primary Framework | CVXPY |
+| Secondary Frameworks | Pytest |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 1116 |
+| Python Files | 522 |
+| Test Directories | 1 |
+| Entry Points | 0 |
+| Config Files | 8 |
+| Doc Files | 4 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- C
+- C++
+- CSS
+- HTML
+- Linear Program
+- Python
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Markdown
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Python Build
+- Setuptools
+- CMake
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- None detected
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\pyproject.toml`
+- `.\requirements.txt`
+- `.\setup.py`
+- `cvxpy\settings.py`
+- `cvxpy\cvxcore\include\Eigen\CMakeLists.txt`
+- `doc\Makefile`
+- `doc\requirements.txt`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `cvxpy\cvxcore\README.md`
+
+## Test Directories
+
+- `cvxpy\tests`
+
+## Warnings & Diagnostics
+
+1. 5 file extension(s) not in language registry: .i, .in, .text, .typed, .xcf. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (5 not yet in registry):
+- `.i` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.text` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.xcf` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:32.043121+00:00*

scan_django.md

@@ -0,0 +1,166 @@
+# Repository Scan Report — django
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:19:58 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | django |
+| Path | `C:\repos\v3\django` |
+| Purpose | django — Web Application (Django) — 2603 Python files |
+| Application Type | **Web Application** |
+| Primary Framework | Django |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 6625 |
+| Python Files | 2603 |
+| Test Directories | 10 |
+| Entry Points | 6 |
+| Config Files | 11 |
+| Doc Files | 13 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- Google Earth KML
+- HTML
+- JavaScript
+- Python
+- Shapefile
+- Shell
+- TOML
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Gettext Binary
+- Gettext Translation
+- JSON
+- Markdown
+- PDF Document
+- ReStructuredText
+- Temporary File
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- NPM
+- Python Build
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `django\__main__.py`
+- `django\contrib\admin\views\main.py`
+- `django\core\asgi.py`
+- `django\core\handlers\asgi.py`
+- `django\core\handlers\wsgi.py`
+- `django\core\wsgi.py`
+
+## Configuration Files
+
+- `.\package.json`
+- `.\pyproject.toml`
+- `django\apps\config.py`
+- `docs\Makefile`
+- `docs\requirements.txt`
+- `tests\admin_scripts\custom_templates\project_template\additional_dir\requirements.txt`
+- `tests\admin_scripts\custom_templates\project_template\project_name\settings.py`
+- `tests\auth_tests\settings.py`
+- `tests\flatpages_tests\settings.py`
+- `tests\i18n\sampleproject\sampleproject\settings.py`
+- `tests\staticfiles_tests\settings.py`
+
+## Documentation
+
+- `.\AUTHORS`
+- `.\CONTRIBUTING.rst`
+- `.\LICENSE`
+- `.\README.rst`
+- `django\contrib\admin\static\admin\img\README.md`
+- `django\contrib\gis\gdal\LICENSE`
+- `django\contrib\gis\geos\LICENSE`
+- `docs\README.rst`
+- `docs\_theme\djangodocs\static\fontawesome\LICENSE.txt`
+- `docs\_theme\djangodocs\static\fontawesome\README.md`
+- `tests\README.rst`
+- `tests\forms_tests\field_tests\filepathfield_test_dir\README`
+- `tests\gis_tests\data\geoip2\README.md`
+
+## Test Directories
+
+- `django\test`
+- `docs\topics\testing`
+- `scripts\pr_quality\tests`
+- `tests`
+- `tests\forms_tests\tests`
+- `tests\staticfiles_tests\apps\test`
+- `tests\staticfiles_tests\apps\test\static\test`
+- `tests\staticfiles_tests\project\documents\test`
+- `tests\test_runner_apps\sample\tests`
+- `tests\view_tests\tests`
+
+## Warnings & Diagnostics
+
+1. 28 file extension(s) not in language registry: .1, .bmp, .csv, .dbf, .djtpl. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (28 not yet in registry):
+- `.1` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bmp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dbf` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.djtpl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.eml` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.geojson` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.graffle` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ignoreme` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.jsonl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.lzma` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.map` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mmdb` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pristine` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.prj` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.py-tpl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.python` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sample` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.shx` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:19:58.707286+00:00*

scan_drake.md

@@ -0,0 +1,364 @@
+# Repository Scan Report — drake
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:27 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | drake |
+| Path | `C:\repos\v3\drake` |
+| Purpose | drake — Robotics System (Drake) — 399 Python files |
+| Application Type | **Robotics System** |
+| Primary Framework | Drake |
+| Secondary Frameworks | HTTPX |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 5536 |
+| Python Files | 399 |
+| Test Directories | 128 |
+| Entry Points | 8 |
+| Config Files | 14 |
+| Doc Files | 77 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- C
+- C++
+- CSS
+- Docker
+- HTML
+- JavaScript
+- Jupyter Notebook
+- NetSuite SDF
+- OBJ 3D Model
+- Python
+- ROS Macro
+- Robot Description
+- STL 3D Model
+- Shell
+- TOML
+- VTK Visualization
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- LaTeX
+- Markdown
+- PDF Document
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- OpenVINO Weights
+
+**Total model files: 7**
+
+## Build Systems
+
+- CMake
+- Python Build
+- Setuptools
+
+## Technology Stack
+
+- Python
+- Docker
+- SQLite
+- Redis
+
+## Entry Points
+
+- `bindings\pydrake\examples\gym\play_cart_pole.py`
+- `bindings\pydrake\examples\gym\train_cart_pole.py`
+- `bindings\pydrake\examples\multibody\cart_pole_passive_simulation.py`
+- `bindings\pydrake\examples\multibody\pendulum_lqr_monte_carlo_analysis.py`
+- `bindings\pydrake\examples\multibody\run_planar_scenegraph_visualizer.py`
+- `bindings\pydrake\stubgen.py`
+- `bindings\pydrake\tutorials.py`
+- `tools\wheel\wheel_builder\main.py`
+
+## Configuration Files
+
+- `.\CMakeLists.txt`
+- `.\CTestConfig.cmake`
+- `cmake\modules\FindBazel.cmake`
+- `cmake\modules\FindGurobi.cmake`
+- `setup\python\pyproject.toml`
+- `setup\python\requirements.txt`
+- `setup\python\mypy\requirements.txt`
+- `tools\install\libdrake\generate_version.cmake`
+- `tools\wheel\Dockerfile`
+- `tools\wheel\image\setup.py`
+- `tools\wheel\test\Dockerfile`
+- `tools\workspace\doxygen_internal\Dockerfile`
+- `tools\workspace\pybind11\pybind11-config-version.cmake`
+- `tools\workspace\pybind11\pybind11-config.cmake`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\README.md`
+- `bindings\generated_docstrings\README.md`
+- `bindings\pydrake\common\test\deprecation_example\README.md`
+- `bindings\pydrake\examples\gym\README.md`
+- `bindings\pydrake\gym\README.md`
+- `common\README.md`
+- `common\ad\README.md`
+- `doc\README.md`
+- `doc\third_party\README.md`
+- `doc\third_party\dracula\LICENSE.txt`
+- `doc\third_party\dracula\README.md`
+- `doc\third_party\github-styling\LICENSE.txt`
+- `doc\third_party\github-styling\README.md`
+- `doc\third_party\pylons\LICENSE.txt`
+- `doc\third_party\pylons\README.md`
+- `examples\acrobot\README.md`
+- `examples\allegro_hand\joint_control\README.md`
+- `examples\atlas\README.md`
+- `examples\hardware_sim\README.md`
+- `examples\hydroelastic\ball_plate\README.md`
+- `examples\hydroelastic\python_ball_paddle\README.md`
+- `examples\hydroelastic\python_nonconvex_mesh\README.md`
+- `examples\hydroelastic\spatula_slip_control\README.md`
+- `examples\kinova_jaco_arm\README.md`
+- `examples\kuka_iiwa_arm\README.md`
+- `examples\kuka_iiwa_arm\models\README.md`
+- `examples\mass_spring_cloth\README.md`
+- `examples\multibody\deformable\README.md`
+- `examples\multibody\four_bar\README.md`
+- `examples\multibody\inclined_plane_with_body\README.md`
+- `examples\multibody\rolling_sphere\README.md`
+- `examples\multibody\strandbeest\README.md`
+- `examples\planar_gripper\README.md`
+- `examples\quadrotor\README.md`
+- `examples\rod2d\README.md`
+- `examples\simple_gripper\README.md`
+- `geometry\benchmarking\README.md`
+- `geometry\profiling\README.md`
+- `geometry\render_gltf_client\test\README.md`
+- `manipulation\README.md`
+- `multibody\benchmarking\README.md`
+- `multibody\contact_solvers\icf\README.md`
+- `multibody\models\README.md`
+- `multibody\plant\images\README.md`
+- `setup\README.md`
+- `systems\benchmarking\README.md`
+- `third_party\README.md`
+- `third_party\com_github_bazelbuild_bazelisk\LICENSE`
+- `third_party\com_github_bazelbuild_rules_cc\LICENSE`
+- `third_party\com_github_bazelbuild_rules_python\LICENSE`
+- `third_party\com_github_tensorflow_tensorflow\LICENSE`
+- `third_party\com_github_tensorflow_tensorflow\README.md`
+- `third_party\spgrid\LICENSE`
+- `third_party\spgrid\README.md`
+- `tools\README.md`
+- `tools\install\README.md`
+- `tools\install\dummy\README.md`
+- `tools\install\libdrake\README.md`
+- `tools\jupyter\README.md`
+- `tools\performance\README.md`
+- `tools\release_engineering\README.md`
+- `tools\skylark\README.md`
+- `tools\wheel\README.rst`
+- `tools\workspace\README.md`
+- `tools\workspace\crate_universe\README.md`
+- `tools\workspace\doxygen_internal\README.md`
+- `tools\workspace\meshcat\README.md`
+- `tools\workspace\mkdoc_internal\README.md`
+- `tools\workspace\python\README.md`
+- `tools\workspace\qdldl_internal\README.md`
+- `tools\workspace\snopt\LICENSE`
+- `tools\workspace\stable_baselines3_internal\README.md`
+- `tools\workspace\vtk_internal\README.md`
+- `tools\workspace\vtk_internal\gen\README.md`
+- `tutorials\README.md`
+- `tutorials\images\README.md`
+
+## Test Directories
+
+- `bindings\generated_docstrings\test`
+- `bindings\pydrake\autodiffutils\test`
+- `bindings\pydrake\common\test`
+- `bindings\pydrake\common\test_utilities\scipy_stub\test`
+- `bindings\pydrake\common\test_utilities\test`
+- `bindings\pydrake\examples\test`
+- `bindings\pydrake\geometry\test`
+- `bindings\pydrake\gym\test`
+- `bindings\pydrake\manipulation\test`
+- `bindings\pydrake\math\test`
+- `bindings\pydrake\multibody\test`
+- `bindings\pydrake\planning\test`
+- `bindings\pydrake\solvers\test`
+- `bindings\pydrake\symbolic\test`
+- `bindings\pydrake\systems\test`
+- `bindings\pydrake\test`
+- `bindings\pydrake\visualization\test`
+- `common\ad\test`
+- `common\proto\test`
+- `common\schema\test`
+- `common\symbolic\expression\test`
+- `common\symbolic\test`
+- `common\test`
+- `common\test_utilities\test`
+- `common\trajectories\test`
+- `common\yaml\test`
+- `doc\doxygen_cxx\test`
+- `examples\acrobot\test`
+- `examples\allegro_hand\joint_control\test`
+- `examples\allegro_hand\test`
+- `examples\bouncing_ball\test`
+- `examples\compass_gait\test`
+- `examples\fibonacci\test`
+- `examples\hardware_sim\test`
+- `examples\kuka_iiwa_arm\test`
+- `examples\mass_spring_cloth\test`
+- `examples\multibody\cart_pole\test`
+- `examples\multibody\cylinder_with_multicontact\test`
+- `examples\multibody\deformable\test`
+- `examples\multibody\strandbeest\test`
+- `examples\pendulum\test`
+- `examples\planar_gripper\test`
+- `examples\quadrotor\test`
+- `examples\rimless_wheel\test`
+- `examples\rod2d\test`
+- `examples\van_der_pol\test`
+- `geometry\optimization\dev\test`
+- `geometry\optimization\test`
+- `geometry\proximity\test`
+- `geometry\query_results\test`
+- `geometry\render\test`
+- `geometry\render_gl\test`
+- `geometry\render_gltf_client\test`
+- `geometry\render_vtk\test`
+- `geometry\test`
+- `lcm\test`
+- `lcmtypes\test`
+- `manipulation\franka_panda\test`
+- `manipulation\kinova_jaco\test`
+- `manipulation\kuka_iiwa\test`
+- `manipulation\schunk_wsg\test`
+- `manipulation\util\test`
+- `math\test`
+- `multibody\benchmarks\chaotic_babyboot\MG\test`
+- `multibody\benchmarks\free_body\test`
+- `multibody\benchmarks\kuka_iiwa_robot\MG\test`
+- `multibody\benchmarks\kuka_iiwa_robot\test`
+- `multibody\benchmarks\mass_damper_spring\test`
+- `multibody\cenic\test`
+- `multibody\contact_solvers\icf\test`
+- `multibody\contact_solvers\sap\test`
+- `multibody\contact_solvers\test`
+- `multibody\fem\test`
+- `multibody\hydroelastics\test`
+- `multibody\inverse_kinematics\test`
+- `multibody\math\test`
+- `multibody\meshcat\test`
+- `multibody\mpm\test`
+- `multibody\optimization\test`
+- `multibody\parsing\test`
+- `multibody\plant\images\test`
+- `multibody\plant\test`
+- `multibody\rational\test`
+- `multibody\topology\test`
+- `multibody\tree\test`
+- `multibody\triangle_quadrature\test`
+- `perception\test`
+- `planning\experimental\test`
+- `planning\graph_algorithms\test`
+- `planning\iris\test`
+- `planning\locomotion\test`
+- `planning\test`
+- `planning\trajectory_optimization\test`
+- `setup\test`
+- `solvers\test`
+- `systems\analysis\test`
+- `systems\analysis\test_utilities\test`
+- `systems\controllers\test`
+- `systems\estimators\test`
+- `systems\estimators\test_utilities\test`
+- `systems\framework\test`
+- `systems\framework\test_utilities\test`
+- `systems\lcm\test`
+- `systems\optimization\test`
+- `systems\primitives\test`
+- `systems\rendering\test`
+- `systems\sensors\test`
+- `tools\clion\test`
+- `tools\install\libdrake\test`
+- `tools\install\test`
+- `tools\jupyter\test`
+- `tools\lcm_gen\test`
+- `tools\lint\test`
+- `tools\skylark\test`
+- `tools\wheel\test`
+- `tools\wheel\test\tests`
+- `tools\workspace\bazelisk_internal\test`
+- `tools\workspace\ccd_internal\test`
+- `tools\workspace\clarabel_cpp_internal\test`
+- `tools\workspace\drake_models\test`
+- `tools\workspace\ipopt_internal\test`
+- `tools\workspace\mkdoc_internal\test`
+- `tools\workspace\nlopt_internal\test`
+- `tools\workspace\ros_xacro_internal\test`
+- `tools\workspace\stable_baselines3_internal\test`
+- `tools\workspace\vtk_internal\test`
+- `tutorials\test`
+- `visualization\test`
+
+## Warnings & Diagnostics
+
+1. 25 file extension(s) not in language registry: .base64, .bazel, .blacklist, .build, .bzl. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (25 not yet in registry):
+- `.base64` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bazel` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.blacklist` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.build` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bzl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cmake` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.config` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dot` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.expected` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.gltf` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.hdr` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.j2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ktx2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.lcm` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.license` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mtl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.patch` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.rc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.supp` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:27.540430+00:00*

scan_dronekit_python.md

@@ -0,0 +1,114 @@
+# Repository Scan Report — dronekit-python
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:51 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | dronekit-python |
+| Path | `C:\repos\v3\dronekit-python` |
+| Purpose | dronekit-python — Drone Uav (DroneKit) — 47 Python files |
+| Application Type | **Drone Uav** |
+| Primary Framework | DroneKit |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 136 |
+| Python Files | 47 |
+| Test Directories | 1 |
+| Entry Points | 0 |
+| Config Files | 5 |
+| Doc Files | 6 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- HTML
+- Python
+- Shell
+- YAML
+
+### File Types (Documents & Data)
+
+- Log File
+- Markdown
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+- Travis CI
+- Vagrant
+
+## Entry Points
+
+- None detected
+
+## Configuration Files
+
+- `.\.travis.yml`
+- `.\requirements.txt`
+- `.\setup.py`
+- `.\Vagrantfile`
+- `docs\Makefile`
+
+## Documentation
+
+- `.\CHANGELOG.md`
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `dronekit\test\README.md`
+- `examples\README.md`
+
+## Test Directories
+
+- `dronekit\test`
+
+## Warnings & Diagnostics
+
+1. 4 file extension(s) not in language registry: .iss, .pip, .tlog, .yapf. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (4 not yet in registry):
+- `.iss` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pip` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.tlog` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.yapf` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:51.741965+00:00*

scan_elasticsearch.md

@@ -0,0 +1,891 @@
+# Repository Scan Report — elasticsearch
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:03 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | elasticsearch |
+| Path | `C:\repos\v3\elasticsearch` |
+| Purpose | elasticsearch — Data Engineering (Elasticsearch) — 1 Python files |
+| Application Type | **Data Engineering** |
+| Primary Framework | Elasticsearch |
+| Secondary Frameworks | RQ, Requests, Redis |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 32983 |
+| Python Files | 1 |
+| Test Directories | 314 |
+| Entry Points | 1 |
+| Config Files | 391 |
+| Doc Files | 47 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- C
+- C++
+- Docker
+- Emacs Lisp
+- Groovy
+- HTML
+- Java
+- Kotlin
+- Python
+- Rust
+- Shell
+- TOML
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Log File
+- Markdown
+- PDF Document
+- Properties File
+- TSV
+- Text
+- Windows Batch Script
+- Word Document
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Gradle
+- Cargo
+- Make
+
+## Technology Stack
+
+- Python
+- Vagrant
+- Docker
+- Elasticsearch
+- Azure
+- AWS
+- GCP
+- Redis
+
+## Entry Points
+
+- `dev-tools\prepare_release_update_documentation.py`
+
+## Configuration Files
+
+- `.\build.gradle`
+- `.\settings.gradle`
+- `.\Vagrantfile`
+- `benchmarks\build.gradle`
+- `benchmarks\processor\build.gradle`
+- `build-conventions\build.gradle`
+- `build-conventions\settings.gradle`
+- `build-tools\build.gradle`
+- `build-tools\settings.gradle`
+- `build-tools\gradle-runner\build.gradle`
+- `build-tools\reaper\build.gradle`
+- `build-tools-internal\build.gradle`
+- `build-tools-internal\settings.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\settings.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\bugfix3\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\bugfix4\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\bugfix5\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\major1\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\major2\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\major3\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\major4\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\minor1\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\minor2\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\minor3\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\minor4\build.gradle`
+- `build-tools-internal\src\integTest\resources\org\elasticsearch\gradle\internal\fake_git\remote\distribution\bwc\staged2\build.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.authenticated-testclusters.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.base.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.bc-upgrade-test.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.build-scan.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.bwc-test.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.esql-release.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.fips.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.forbidden-dependencies.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.fwc-test.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.ide.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.local-distribution.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.run-ccs.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.run.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.runtime-jdk-provision.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.stable-api.gradle`
+- `build-tools-internal\src\main\groovy\elasticsearch.stateless.gradle`
+- `client\benchmark\build.gradle`
+- `client\client-benchmark-noop-api-plugin\build.gradle`
+- `client\rest\build.gradle`
+- `client\sniffer\build.gradle`
+- `client\test\build.gradle`
+- `dev-tools\prometheus-local\docker-compose.yml`
+- `distribution\build.gradle`
+- `distribution\bwc\build.gradle`
+- `distribution\bwc\main\build.gradle`
+- `distribution\bwc\major1\build.gradle`
+- `distribution\bwc\major2\build.gradle`
+- `distribution\bwc\major3\build.gradle`
+- `distribution\bwc\major4\build.gradle`
+- `distribution\bwc\minor1\build.gradle`
+- `distribution\bwc\minor2\build.gradle`
+- `distribution\bwc\minor3\build.gradle`
+- `distribution\bwc\minor4\build.gradle`
+- `distribution\docker\build.gradle`
+- `distribution\docker\cloud-ess-docker-aarch64-export\build.gradle`
+- `distribution\docker\cloud-ess-docker-export\build.gradle`
+- `distribution\docker\cloud-ess-fips-docker-aarch64-export\build.gradle`
+- `distribution\docker\cloud-ess-fips-docker-export\build.gradle`
+- `distribution\docker\docker-aarch64-export\build.gradle`
+- `distribution\docker\docker-export\build.gradle`
+- `distribution\docker\ironbank-docker-aarch64-export\build.gradle`
+- `distribution\docker\ironbank-docker-export\build.gradle`
+- `distribution\docker\src\docker\Dockerfile.ess`
+- `distribution\docker\src\docker\dockerfiles\cloud_ess_fips\Dockerfile`
+- `distribution\docker\src\docker\dockerfiles\default\Dockerfile`
+- `distribution\docker\src\docker\dockerfiles\ironbank\Dockerfile`
+- `distribution\docker\src\docker\dockerfiles\wolfi\Dockerfile`
+- `distribution\docker\wolfi-docker-aarch64-export\build.gradle`
+- `distribution\docker\wolfi-docker-export\build.gradle`
+- `distribution\packages\build.gradle`
+- `distribution\packages\aarch64-deb\build.gradle`
+- `distribution\packages\aarch64-rpm\build.gradle`
+- `distribution\packages\deb\build.gradle`
+- `distribution\packages\rpm\build.gradle`
+- `distribution\tools\ansi-console\build.gradle`
+- `distribution\tools\cli-launcher\build.gradle`
+- `distribution\tools\geoip-cli\build.gradle`
+- `distribution\tools\java-version-checker\build.gradle`
+- `distribution\tools\keystore-cli\build.gradle`
+- `distribution\tools\plugin-cli\build.gradle`
+- `distribution\tools\plugin-cli\bc\build.gradle`
+- `distribution\tools\server-cli\build.gradle`
+- `distribution\tools\server-launcher\build.gradle`
+- `distribution\tools\windows-service-cli\build.gradle`
+- `docs\build.gradle`
+- `docs\reference\setup\install\docker\.env`
+- `docs\reference\setup\install\docker\docker-compose.yml`
+- `libs\build.gradle`
+- `libs\arrow\build.gradle`
+- `libs\cli\build.gradle`
+- `libs\cli-terminal\build.gradle`
+- `libs\core\build.gradle`
+- `libs\dissect\build.gradle`
+- `libs\entitlement\build.gradle`
+- `libs\entitlement\agent\build.gradle`
+- `libs\entitlement\asm-provider\build.gradle`
+- `libs\entitlement\bridge\build.gradle`
+- `libs\entitlement\qa\build.gradle`
+- `libs\entitlement\qa\entitled-plugin\build.gradle`
+- `libs\entitlement\qa\entitlement-test-plugin\build.gradle`
+- `libs\entitlement\tools\build.gradle`
+- `libs\entitlement\tools\common\build.gradle`
+- `libs\entitlement\tools\jdk-api-extractor\build.gradle`
+- `libs\entitlement\tools\public-callers-finder\build.gradle`
+- `libs\exponential-histogram\build.gradle`
+- `libs\geo\build.gradle`
+- `libs\gpu-codec\build.gradle`
+- `libs\grok\build.gradle`
+- `libs\h3\build.gradle`
+- `libs\ip-location-api\build.gradle`
+- `libs\log4j\build.gradle`
+- `libs\logging\build.gradle`
+- `libs\logstash-bridge\build.gradle`
+- `libs\lz4\build.gradle`
+- `libs\native\build.gradle`
+- `libs\native\libraries\build.gradle`
+- `libs\parquet-rs\build.gradle`
+- `libs\parquet-rs\native\Cargo.lock`
+- `libs\parquet-rs\native\Cargo.toml`
+- `libs\parquet-rs\native\Dockerfile.rust-toolchain`
+- `libs\parquet-rs\native\Makefile`
+- `libs\plugin-analysis-api\build.gradle`
+- `libs\plugin-api\build.gradle`
+- `libs\plugin-scanner\build.gradle`
+- `libs\server-launcher-common\build.gradle`
+- `libs\simdvec\build.gradle`
+- `libs\simdvec\native\Dockerfile.cross-toolchain`
+- `libs\simdvec\native\Makefile`
+- `libs\simdvec\native\settings.gradle`
+- `libs\ssl-config\build.gradle`
+- `libs\swisshash\build.gradle`
+- `libs\tdigest\build.gradle`
+- `libs\user-agent-api\build.gradle`
+- `libs\web-utils\build.gradle`
+- `libs\workload-identity-aws\build.gradle`
+- `libs\x-content\build.gradle`
+- `libs\x-content\impl\build.gradle`
+- `modules\build.gradle`
+- `modules\aggregations\build.gradle`
+- `modules\analysis-common\build.gradle`
+- `modules\apm\build.gradle`
+- `modules\data-streams\build.gradle`
+- `modules\dot-prefix-validation\build.gradle`
+- `modules\health-shards-availability\build.gradle`
+- `modules\ingest-attachment\build.gradle`
+- `modules\ingest-common\build.gradle`
+- `modules\ingest-ip-location\build.gradle`
+- `modules\ingest-otel\build.gradle`
+- `modules\ip-location\build.gradle`
+- `modules\ip-location\qa\build.gradle`
+- `modules\ip-location\qa\file-based-update\build.gradle`
+- `modules\ip-location\qa\full-cluster-restart\build.gradle`
+- `modules\ip-location\qa\geoip-reindexed\build.gradle`
+- `modules\ip-location\qa\multi-project\build.gradle`
+- `modules\kibana\build.gradle`
+- `modules\lang-expression\build.gradle`
+- `modules\lang-mustache\build.gradle`
+- `modules\lang-painless\build.gradle`
+- `modules\lang-painless\spi\build.gradle`
+- `modules\legacy-geo\build.gradle`
+- `modules\mapper-extras\build.gradle`
+- `modules\parent-join\build.gradle`
+- `modules\percolator\build.gradle`
+- `modules\rank-eval\build.gradle`
+- `modules\reindex\build.gradle`
+- `modules\reindex-management\build.gradle`
+- `modules\reindex-management\qa\build.gradle`
+- `modules\reindex-management\qa\multi-project\build.gradle`
+- `modules\repository-azure\build.gradle`
+- `modules\repository-gcs\build.gradle`
+- `modules\repository-s3\build.gradle`
+- `modules\repository-s3\qa\build.gradle`
+- `modules\repository-s3\qa\insecure-credentials\build.gradle`
+- `modules\repository-s3\qa\third-party\build.gradle`
+- `modules\repository-url\build.gradle`
+- `modules\rest-root\build.gradle`
+- `modules\runtime-fields-common\build.gradle`
+- `modules\streams\build.gradle`
+- `modules\systemd\build.gradle`
+- `modules\transport-netty4\build.gradle`
+- `modules\user-agent\build.gradle`
+- `modules\workload-identity\build.gradle`
+- `modules\workload-identity\spi\build.gradle`
+- `plugins\build.gradle`
+- `plugins\analysis-icu\build.gradle`
+- `plugins\analysis-kuromoji\build.gradle`
+- `plugins\analysis-nori\build.gradle`
+- `plugins\analysis-phonetic\build.gradle`
+- `plugins\analysis-smartcn\build.gradle`
+- `plugins\analysis-stempel\build.gradle`
+- `plugins\analysis-ukrainian\build.gradle`
+- `plugins\discovery-azure-classic\build.gradle`
+- `plugins\discovery-ec2\build.gradle`
+- `plugins\discovery-gce\build.gradle`
+- `plugins\examples\build.gradle`
+- `plugins\examples\settings.gradle`
+- `plugins\examples\custom-processor\build.gradle`
+- `plugins\examples\custom-settings\build.gradle`
+- `plugins\examples\custom-significance-heuristic\build.gradle`
+- `plugins\examples\custom-suggester\build.gradle`
+- `plugins\examples\painless-whitelist\build.gradle`
+- `plugins\examples\rescore\build.gradle`
+- `plugins\examples\rest-handler\build.gradle`
+- `plugins\examples\script-expert-scoring\build.gradle`
+- `plugins\examples\security-authorization-engine\build.gradle`
+- `plugins\examples\stable-analysis\build.gradle`
+- `plugins\mapper-annotated-text\build.gradle`
+- `plugins\mapper-murmur3\build.gradle`
+- `plugins\mapper-size\build.gradle`
+- `plugins\repository-hdfs\build.gradle`
+- `plugins\store-smb\build.gradle`
+- `qa\build.gradle`
+- `qa\ccs-common-rest\build.gradle`
+- `qa\ccs-rolling-upgrade-remote-cluster\build.gradle`
+- `qa\ccs-unavailable-clusters\build.gradle`
+- `qa\custom-rest-controller\build.gradle`
+- `qa\evil-tests\build.gradle`
+- `qa\full-cluster-restart\build.gradle`
+- `qa\logging-config\build.gradle`
+- `qa\logging-spi\build.gradle`
+- `qa\lucene-index-compatibility\build.gradle`
+- `qa\mixed-cluster\build.gradle`
+- `qa\multi-cluster-search\build.gradle`
+- `qa\multi-data-path\build.gradle`
+- `qa\no-bootstrap-tests\build.gradle`
+- `qa\packaging\build.gradle`
+- `qa\packaging\src\test\java\org\elasticsearch\packaging\util\docker\DockerFileAttributes.java`
+- `qa\packaging\src\test\java\org\elasticsearch\packaging\util\docker\DockerFileMatcher.java`
+- `qa\remote-clusters\build.gradle`
+- `qa\remote-clusters\docker-compose-oss.yml`
+- `qa\remote-clusters\docker-compose.yml`
+- `qa\repository-multi-version\build.gradle`
+- `qa\restricted-loggers\build.gradle`
+- `qa\rolling-upgrade\build.gradle`
+- `qa\rolling-upgrade-legacy\build.gradle`
+- `qa\serverless-system-properties\build.gradle`
+- `qa\smoke-test-http\build.gradle`
+- `qa\smoke-test-ingest-disabled\build.gradle`
+- `qa\smoke-test-ingest-with-all-dependencies\build.gradle`
+- `qa\smoke-test-multinode\build.gradle`
+- `qa\smoke-test-plugins\build.gradle`
+- `qa\stable-api\build.gradle`
+- `qa\stable-api\logging\build.gradle`
+- `qa\stable-api\plugin-analysis-api\build.gradle`
+- `qa\stable-api\plugin-api\build.gradle`
+- `qa\system-indices\build.gradle`
+- `qa\unconfigured-node-name\build.gradle`
+- `qa\vector\build.gradle`
+- `qa\verify-version-constants\build.gradle`
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+- `test\external-modules\build.gradle`
+- `test\external-modules\apm-integration\build.gradle`
+- `test\external-modules\delayed-aggs\build.gradle`
+- `test\external-modules\die-with-dignity\build.gradle`
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+- `test\external-modules\jvm-crash\build.gradle`
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+- `test\fixtures\aws-fixture-utils\build.gradle`
+- `test\fixtures\aws-sts-fixture\build.gradle`
+- `test\fixtures\azure-fixture\build.gradle`
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+- `test\fixtures\geoip-fixture\build.gradle`
+- `test\fixtures\hdfs-fixture\build.gradle`
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+- `test\fixtures\testcontainer-utils\build.gradle`
+- `test\fixtures\tls-utils\build.gradle`
+- `test\fixtures\url-fixture\build.gradle`
+- `test\framework\build.gradle`
+- `test\immutable-collections-patch\build.gradle`
+- `test\logger-usage\build.gradle`
+- `test\metadata-extractor\build.gradle`
+- `test\test-clusters\build.gradle`
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+- `x-pack\extras\plugins\microsoft-graph-authz\build.gradle`
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+- `x-pack\libs\build.gradle`
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+- `x-pack\license-tools\build.gradle`
+- `x-pack\plugin\build.gradle`
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+- `x-pack\plugin\apm-data\build.gradle`
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+- `x-pack\plugin\async-search\build.gradle`
+- `x-pack\plugin\autoscaling\build.gradle`
+- `x-pack\plugin\blob-cache\build.gradle`
+- `x-pack\plugin\ccr\build.gradle`
+- `x-pack\plugin\ccr\qa\build.gradle`
+- `x-pack\plugin\ccr\qa\multi-cluster\build.gradle`
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+- `x-pack\plugin\downsample\qa\build.gradle`
+- `x-pack\plugin\downsample\qa\mixed-cluster\build.gradle`
+- `x-pack\plugin\downsample\qa\rest\build.gradle`
+- `x-pack\plugin\encryption\build.gradle`
+- `x-pack\plugin\encryption\qa\build.gradle`
+- `x-pack\plugin\encryption\qa\encryption-spi-extension\build.gradle`
+- `x-pack\plugin\encryption\spi\build.gradle`
+- `x-pack\plugin\enrich\build.gradle`
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+- `x-pack\plugin\eql\qa\mixed-node\build.gradle`
+- `x-pack\plugin\eql\qa\multi-cluster-with-security\build.gradle`
+- `x-pack\plugin\eql\qa\rest\build.gradle`
+- `x-pack\plugin\eql\qa\security\build.gradle`
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+- `x-pack\plugin\esql\qa\server\compressed-parquet-fixtures.gradle`
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+- `x-pack\plugin\esql\qa\server\multi-node\build.gradle`
+- `x-pack\plugin\esql\qa\server\single-node\build.gradle`
+- `x-pack\plugin\esql\qa\testFixtures\build.gradle`
+- `x-pack\plugin\esql-core\build.gradle`
+- `x-pack\plugin\esql-datasource-azure\build.gradle`
+- `x-pack\plugin\esql-datasource-brotli\build.gradle`
+- `x-pack\plugin\esql-datasource-bzip2\build.gradle`
+- `x-pack\plugin\esql-datasource-compression-libs\build.gradle`
+- `x-pack\plugin\esql-datasource-csv\build.gradle`
+- `x-pack\plugin\esql-datasource-csv\qa\build.gradle`
+- `x-pack\plugin\esql-datasource-gcs\build.gradle`
+- `x-pack\plugin\esql-datasource-gcs\qa\build.gradle`
+- `x-pack\plugin\esql-datasource-grpc\build.gradle`
+- `x-pack\plugin\esql-datasource-grpc\qa\build.gradle`
+- `x-pack\plugin\esql-datasource-gzip\build.gradle`
+- `x-pack\plugin\esql-datasource-http\build.gradle`
+- `x-pack\plugin\esql-datasource-iceberg\build.gradle`
+- `x-pack\plugin\esql-datasource-iceberg\qa\build.gradle`
+- `x-pack\plugin\esql-datasource-lz4\build.gradle`
+- `x-pack\plugin\esql-datasource-ndjson\build.gradle`
+- `x-pack\plugin\esql-datasource-ndjson\qa\build.gradle`
+- `x-pack\plugin\esql-datasource-netty-commons\build.gradle`
+- `x-pack\plugin\esql-datasource-orc\build.gradle`
+- `x-pack\plugin\esql-datasource-orc\qa\build.gradle`
+- `x-pack\plugin\esql-datasource-parquet\build.gradle`
+- `x-pack\plugin\esql-datasource-parquet\qa\build.gradle`
+- `x-pack\plugin\esql-datasource-parquet-rs\build.gradle`
+- `x-pack\plugin\esql-datasource-parquet-rs\native\Cargo.lock`
+- `x-pack\plugin\esql-datasource-parquet-rs\native\Cargo.toml`
+- `x-pack\plugin\esql-datasource-parquet-rs\native\Makefile`
+- `x-pack\plugin\esql-datasource-parquet-rs\native\build-tools\Dockerfile.cargo-zigbuild`
+- `x-pack\plugin\esql-datasource-parquet-rs\qa\build.gradle`
+- `x-pack\plugin\esql-datasource-s3\build.gradle`
+- `x-pack\plugin\esql-datasource-snappy\build.gradle`
+- `x-pack\plugin\esql-datasource-zstd\build.gradle`
+
+## Documentation
+
+- `.\CHANGELOG.md`
+- `.\CONTRIBUTING.md`
+- `.\LICENSE.txt`
+- `benchmarks\README.md`
+- `build-tools-internal\src\main\resources\deb\README`
+- `build-tools-internal\src\main\resources\test\ssl\README.md`
+- `client\benchmark\README.md`
+- `client\client-benchmark-noop-api-plugin\README.md`
+- `dev-tools\prometheus-local\README.md`
+- `distribution\docker\README.md`
+- `distribution\docker\src\docker\iron_bank\LICENSE`
+- `distribution\docker\src\docker\iron_bank\README.md`
+- `docs\README.md`
+- `docs\reference\query-languages\esql\README.md`
+- `libs\entitlement\README.md`
+- `libs\entitlement\agent\README.md`
+- `libs\entitlement\asm-provider\README.md`
+- `libs\entitlement\bridge\README.md`
+- `libs\entitlement\tools\jdk-api-extractor\README.md`
+- `libs\entitlement\tools\public-callers-finder\README.md`
+- `libs\exponential-histogram\LICENSE.txt`
+- `libs\gpu-codec\README`
+- `libs\h3\LICENSE.txt`
+- `libs\logstash-bridge\README.md`
+- `libs\lz4\src\test\resources\org\elasticsearch\lz4\calgary\README`
+- `libs\parquet-rs\README.md`
+- `libs\parquet-rs\native\README.md`
+- `libs\simdvec\README.md`
+- `libs\ssl-config\src\test\resources\certs\README.txt`
+- `libs\tdigest\LICENSE.txt`
+- `modules\reindex\src\test\resources\org\elasticsearch\reindex\README.txt`
+- `modules\workload-identity\src\test\resources\org\elasticsearch\workloadidentity\README.txt`
+- `qa\packaging\README.md`
+- `x-pack\README.md`
+- `x-pack\plugin\apm-data\README.md`
+- `x-pack\plugin\apm-data\src\main\resources\index-templates\README.md`
+- `x-pack\plugin\core\src\test\resources\org\elasticsearch\xpack\core\ssl\README.md`
+- `x-pack\plugin\eql\qa\correctness\README.md`
+- `x-pack\plugin\esql-core\README.md`
+- `x-pack\plugin\esql-datasource-iceberg\README.md`
+- `x-pack\plugin\esql-datasource-iceberg\qa\src\javaRestTest\resources\iceberg-fixtures\README.md`
+- `x-pack\plugin\esql-datasource-ndjson\README.md`
+- `x-pack\plugin\esql-datasource-parquet-rs\native\README.md`
+- `x-pack\plugin\esql-datasource-parquet\README.md`
+- `x-pack\plugin\esql-datasource-s3\README.md`
+- `x-pack\plugin\esql\src\main\java\org\elasticsearch\xpack\esql\datasources\README.md`
+- `x-pack\plugin\esql\src\test\resources\iceberg-fixtures\README.md`
+
+## Test Directories
+
+- `benchmarks\src\test`
+- `build-tools-internal\src\integTest\groovy\org\elasticsearch\gradle\internal\test`
+- `build-tools-internal\src\main\groovy\org\elasticsearch\gradle\internal\test`
+- `build-tools-internal\src\main\java\org\elasticsearch\gradle\internal\test`
+- `build-tools-internal\src\main\resources\test`
+- `build-tools-internal\src\test`
+- `build-tools-internal\src\test\groovy\org\elasticsearch\gradle\internal\test`
+- `build-tools-internal\src\test\java\org\elasticsearch\gradle\internal\test`
+- `build-tools\gradle-runner\src\test`
+- `build-tools\src\integTest\groovy\org\elasticsearch\gradle\test`
+- `build-tools\src\main\java\org\elasticsearch\gradle\test`
+- `build-tools\src\test`
+- `build-tools\src\testFixtures\java\org\elasticsearch\gradle\internal\test`
+- `client\rest\src\test`
+- `client\sniffer\src\test`
+- `client\test`
+- `distribution\docker\src\yamlRestTest\java\org\elasticsearch\docker\test`
+- `distribution\docker\src\yamlRestTest\resources\rest-api-spec\test`
+- `distribution\tools\ansi-console\src\test`
+- `distribution\tools\cli-launcher\src\test`
+- `distribution\tools\geoip-cli\src\test`
+- `distribution\tools\keystore-cli\src\test`
+- `distribution\tools\plugin-cli\src\test`
+- `distribution\tools\server-cli\src\test`
+- `distribution\tools\server-launcher\src\test`
+- `distribution\tools\windows-service-cli\src\test`
+- `docs\src\test`
+- `libs\cli-terminal\src\test`
+- `libs\core\src\test`
+- `libs\dissect\src\test`
+- `libs\entitlement\asm-provider\src\test`
+- `libs\entitlement\qa\entitlement-test-plugin\src\main25\java\org\elasticsearch\entitlement\qa\test`
+- `libs\entitlement\qa\entitlement-test-plugin\src\main26\java\org\elasticsearch\entitlement\qa\test`
+- `libs\entitlement\qa\entitlement-test-plugin\src\main\java\org\elasticsearch\entitlement\qa\test`
+- `libs\entitlement\qa\entitlement-test-plugin\src\test`
+- `libs\entitlement\qa\entitlement-test-plugin\src\test\java\org\elasticsearch\entitlement\qa\test`
+- `libs\entitlement\src\test`
+- `libs\entitlement\tools\common\src\test`
+- `libs\entitlement\tools\public-callers-finder\src\test`
+- `libs\exponential-histogram\src\test`
+- `libs\geo\src\test`
+- `libs\gpu-codec\src\test`
+- `libs\grok\src\test`
+- `libs\h3\src\test`
+- `libs\ip-location-api\src\test`
+- `libs\lz4\src\test`
+- `libs\native\src\test`
+- `libs\plugin-scanner\src\test`
+- `libs\server-launcher-common\src\test`
+- `libs\simdvec\src\test`
+- `libs\ssl-config\src\test`
+- `libs\swisshash\src\test`
+- `libs\tdigest\src\test`
+- `libs\web-utils\src\test`
+- `libs\workload-identity-aws\src\test`
+- `libs\x-content\impl\src\test`
+- `libs\x-content\src\test`
+- `modules\aggregations\src\test`
+- `modules\aggregations\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\analysis-common\src\test`
+- `modules\analysis-common\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\apm\src\test`
+- `modules\data-streams\src\test`
+- `modules\data-streams\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\dot-prefix-validation\src\test`
+- `modules\dot-prefix-validation\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\ingest-attachment\src\test`
+- `modules\ingest-attachment\src\test\resources\org\elasticsearch\ingest\attachment\test`
+- `modules\ingest-attachment\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\ingest-common\src\test`
+- `modules\ingest-common\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\ingest-ip-location\src\test`
+- `modules\ingest-ip-location\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\ingest-otel\src\test`
+- `modules\ingest-otel\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\ip-location\src\test`
+- `modules\ip-location\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\kibana\src\test`
+- `modules\lang-expression\src\test`
+- `modules\lang-expression\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\lang-mustache\src\test`
+- `modules\lang-mustache\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\lang-painless\spi\src\test`
+- `modules\lang-painless\src\test`
+- `modules\lang-painless\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\legacy-geo\src\test`
+- `modules\legacy-geo\src\test\java\org\elasticsearch\legacygeo\test`
+- `modules\mapper-extras\src\test`
+- `modules\mapper-extras\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\parent-join\src\test`
+- `modules\parent-join\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\percolator\src\test`
+- `modules\percolator\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\rank-eval\src\test`
+- `modules\rank-eval\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\reindex-management\src\test`
+- `modules\reindex-management\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\reindex\src\test`
+- `modules\reindex\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\repository-azure\src\test`
+- `modules\repository-azure\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\repository-gcs\src\test`
+- `modules\repository-gcs\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\repository-s3\qa\insecure-credentials\src\test`
+- `modules\repository-s3\qa\third-party\src\test`
+- `modules\repository-s3\src\test`
+- `modules\repository-s3\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\repository-url\src\test`
+- `modules\repository-url\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\rest-root\src\test`
+- `modules\rest-root\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\runtime-fields-common\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\streams\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\systemd\src\test`
+- `modules\transport-netty4\src\test`
+- `modules\transport-netty4\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\user-agent\src\test`
+- `modules\user-agent\src\yamlRestTest\resources\rest-api-spec\test`
+- `modules\workload-identity\src\test`
+- `plugins\analysis-icu\src\test`
+- `plugins\analysis-icu\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\analysis-kuromoji\src\test`
+- `plugins\analysis-kuromoji\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\analysis-nori\src\test`
+- `plugins\analysis-nori\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\analysis-phonetic\src\test`
+- `plugins\analysis-phonetic\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\analysis-smartcn\src\test`
+- `plugins\analysis-smartcn\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\analysis-stempel\src\test`
+- `plugins\analysis-stempel\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\analysis-ukrainian\src\test`
+- `plugins\analysis-ukrainian\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\discovery-azure-classic\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\discovery-ec2\src\test`
+- `plugins\discovery-gce\src\test`
+- `plugins\discovery-gce\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\examples\custom-processor\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\examples\custom-settings\src\test`
+- `plugins\examples\custom-settings\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\examples\custom-significance-heuristic\src\test`
+- `plugins\examples\custom-significance-heuristic\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\examples\custom-suggester\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\examples\painless-whitelist\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\examples\rescore\src\test`
+- `plugins\examples\rescore\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\examples\rest-handler\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\examples\script-expert-scoring\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\examples\security-authorization-engine\src\test`
+- `plugins\examples\stable-analysis\src\test`
+- `plugins\examples\stable-analysis\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\mapper-annotated-text\src\test`
+- `plugins\mapper-annotated-text\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\mapper-murmur3\src\test`
+- `plugins\mapper-murmur3\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\mapper-size\src\test`
+- `plugins\mapper-size\src\yamlRestTest\resources\rest-api-spec\test`
+- `plugins\repository-hdfs\src\test`
+- `plugins\store-smb\src\test`
+- `plugins\store-smb\src\yamlRestTest\resources\rest-api-spec\test`
+- `qa\ccs-common-rest\src\yamlRestTest\java\org\elasticsearch\test`
+- `qa\ccs-common-rest\src\yamlRestTest\resources\rest-api-spec\test`
+- `qa\ccs-rolling-upgrade-remote-cluster\src\test`
+- `qa\custom-rest-controller\src\javaRestTest\java\co\elastic\elasticsearch\test`
+- `qa\evil-tests\src\test`
+- `qa\logging-config\src\test`
+- `qa\logging-spi\src\main\java\org\elasticsearch\test`
+- `qa\mixed-cluster\src\test`
+- `qa\multi-cluster-search\src\test`
+- `qa\multi-cluster-search\src\test\resources\rest-api-spec\test`
+- `qa\multi-data-path\src\yamlRestTest\java\org\elasticsearch\test`
+- `qa\multi-data-path\src\yamlRestTest\resources\rest-api-spec\test`
+- `qa\no-bootstrap-tests\src\test`
+- `qa\packaging\src\test`
+- `qa\packaging\src\test\java\org\elasticsearch\packaging\test`
+- `qa\packaging\src\test\resources\org\elasticsearch\packaging\test`
+- `qa\remote-clusters\src\test`
+- `qa\remote-clusters\src\test\java\org\elasticsearch\cluster\remote\test`
+- `qa\repository-multi-version\src\test`
+- `qa\restricted-loggers\src\test`
+- `qa\rolling-upgrade-legacy\src\test`
+- `qa\rolling-upgrade-legacy\src\test\resources\rest-api-spec\test`
+- `qa\serverless-system-properties\src\test`
+- `qa\smoke-test-ingest-disabled\src\yamlRestTest\resources\rest-api-spec\test`
+- `qa\smoke-test-ingest-with-all-dependencies\src\yamlRestTest\resources\rest-api-spec\test`
+- `qa\smoke-test-multinode\src\yamlRestTest\resources\rest-api-spec\test`
+- `qa\smoke-test-plugins\src\yamlRestTest\resources\rest-api-spec\test`
+- `qa\vector\src\main\java\org\elasticsearch\test`
+- `qa\vector\src\test`
+- `qa\vector\src\test\java\org\elasticsearch\test`
+- `rest-api-spec\src\yamlRestTest\java\org\elasticsearch\test`
+- `rest-api-spec\src\yamlRestTest\resources\rest-api-spec\test`
+- `server\src\main\java\org\elasticsearch\injection\spec`
+- `server\src\test`
+- `server\src\test\java\org\elasticsearch\test`
+- `test`
+- `test\external-modules\apm-integration\src\javaRestTest\java\org\elasticsearch\test`
+- `test\external-modules\apm-integration\src\main\java\org\elasticsearch\test`
+- `test\external-modules\apm-integration\src\test`
+- `test\external-modules\apm-integration\src\test\java\org\elasticsearch\test`
+- `test\external-modules\delayed-aggs\src\main\java\org\elasticsearch\test`
+- `test\external-modules\delayed-aggs\src\test`
+- `test\external-modules\delayed-aggs\src\test\java\org\elasticsearch\test`
+- `test\external-modules\delayed-aggs\src\yamlRestTest\resources\rest-api-spec\test`
+- `test\external-modules\die-with-dignity\src\main\java\org\elasticsearch\test`
+- `test\external-modules\error-query\src\javaRestTest\java\org\elasticsearch\test`
+- `test\external-modules\error-query\src\main\java\org\elasticsearch\test`
+- `test\external-modules\error-query\src\test`
+- `test\external-modules\error-query\src\test\java\org\elasticsearch\test`
+- `test\external-modules\error-query\src\yamlRestTest\resources\rest-api-spec\test`
+- `test\external-modules\esql-heap-attack\src\main\java\org\elasticsearch\test`
+- `test\external-modules\jvm-crash\src\javaRestTest\java\org\elasticsearch\test`
+- `test\external-modules\jvm-crash\src\main\java\org\elasticsearch\test`
+- `test\external-modules\latency-simulating-directory\src\internalClusterTest\java\org\elasticsearch\test`
+- `test\external-modules\latency-simulating-directory\src\main\java\org\elasticsearch\test`
+- `test\external-modules\multi-project\src\test`
+- `test\fixtures\aws-ec2-fixture\src\test`
+- `test\fixtures\aws-sts-fixture\src\test`
+- `test\fixtures\ec2-imds-fixture\src\test`
+- `test\fixtures\gcs-fixture\src\test`
+- `test\fixtures\hdfs-fixture\src\main\java\org\elasticsearch\test`
+- `test\fixtures\krb5kdc-fixture\src\main\java\org\elasticsearch\test`
+- `test\fixtures\minio-fixture\src\main\java\org\elasticsearch\test`
+- `test\fixtures\s3-fixture\src\test`
+- `test\fixtures\testcontainer-utils\src\main\java\org\elasticsearch\test`
+- `test\fixtures\testcontainer-utils\src\test`
+- `test\fixtures\testcontainer-utils\src\test\java\org\elasticsearch\test`
+- `test\fixtures\tls-utils\src\main\java\org\elasticsearch\test`
+- `test\fixtures\tls-utils\src\test`
+- `test\fixtures\tls-utils\src\test\java\org\elasticsearch\test`
+- `test\framework\src\integTest\java\org\elasticsearch\test`
+- `test\framework\src\integTest\java\org\elasticsearch\test\test`
+- `test\framework\src\main\java\org\elasticsearch\test`
+- `test\framework\src\test`
+- `test\framework\src\test\java\org\elasticsearch\test`
+- `test\framework\src\test\java\org\elasticsearch\test\test`
+- `test\logger-usage\src\main\java\org\elasticsearch\test`
+- `test\logger-usage\src\test`
+- `test\logger-usage\src\test\java\org\elasticsearch\test`
+- `test\metadata-extractor\src\test`
+- `test\test-clusters\src\main\java\org\elasticsearch\test`
+- `test\test-clusters\src\test`
+- `test\test-clusters\src\test\java\org\elasticsearch\test`
+- `test\x-content\src\main\java\org\elasticsearch\test`
+- `test\yaml-rest-runner\src\main\java\org\elasticsearch\test`
+- `test\yaml-rest-runner\src\test`
+- `test\yaml-rest-runner\src\test\java\org\elasticsearch\test`
+- `test\yaml-rest-runner\src\test\resources\rest-api-spec\test`
+- `test\yaml-rest-runner\src\yamlRestTest\java\org\elasticsearch\test`
+- `test\yaml-rest-runner\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\extras\plugins\microsoft-graph-authz\src\test`
+- `x-pack\license-tools\src\test`
+- `x-pack\plugin\analytics\src\test`
+- `x-pack\plugin\apm-data\src\test`
+- `x-pack\plugin\apm-data\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\plugin\async-search\src\test`
+- `x-pack\plugin\async-search\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\plugin\autoscaling\src\test`
+- `x-pack\plugin\autoscaling\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\plugin\blob-cache\src\test`
+- `x-pack\plugin\ccr\src\test`
+- `x-pack\plugin\ccr\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\plugin\core\src\test`
+- `x-pack\plugin\core\src\test\java\org\elasticsearch\test`
+- `x-pack\plugin\core\src\test\java\org\elasticsearch\xpack\core\monitoring\test`
+- `x-pack\plugin\core\src\test\java\org\elasticsearch\xpack\core\security\test`
+- `x-pack\plugin\core\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\plugin\deprecation\src\test`
+- `x-pack\plugin\diskbbq\src\test`
+- `x-pack\plugin\dlm-frozen-transition\src\test`
+- `x-pack\plugin\downsample\qa\mixed-cluster\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\plugin\downsample\qa\rest\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\plugin\downsample\src\test`
+- `x-pack\plugin\encryption\qa\encryption-spi-extension\src\javaRestTest\java\org\elasticsearch\xpack\encryption\spi\test`
+- `x-pack\plugin\encryption\qa\encryption-spi-extension\src\main\java\org\elasticsearch\xpack\encryption\spi\test`
+- `x-pack\plugin\encryption\spi\src\test`
+- `x-pack\plugin\encryption\src\test`
+- `x-pack\plugin\enrich\src\javaRestTest\java\org\elasticsearch\test`
+- `x-pack\plugin\enrich\src\test`
+- `x-pack\plugin\ent-search\src\test`
+- `x-pack\plugin\ent-search\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\plugin\eql\qa\ccs-rolling-upgrade\src\test`
+- `x-pack\plugin\eql\qa\common\src\main\java\org\elasticsearch\test`
+- `x-pack\plugin\eql\qa\rest\src\yamlRestTest\resources\rest-api-spec\test`
+- `x-pack\plugin\eql\src\test`
+- `x-pack\plugin\esql-core\src\test`
+- `x-pack\plugin\esql-datasource-azure\src\test`
+- `x-pack\plugin\esql-datasource-brotli\src\test`
+- `x-pack\plugin\esql-datasource-bzip2\src\test`
+- `x-pack\plugin\esql-datasource-compression-libs\src\test`
+- `x-pack\plugin\esql-datasource-csv\src\test`
+- `x-pack\plugin\esql-datasource-gcs\src\test`
+- `x-pack\plugin\esql-datasource-grpc\src\test`
+- `x-pack\plugin\esql-datasource-gzip\src\test`
+- `x-pack\plugin\esql-datasource-http\src\test`
+- `x-pack\plugin\esql-datasource-iceberg\src\test`
+- `x-pack\plugin\esql-datasource-lz4\src\test`
+- `x-pack\plugin\esql-datasource-ndjson\src\test`
+- `x-pack\plugin\esql-datasource-netty-commons\src\test`
+- `x-pack\plugin\esql-datasource-orc\src\test`
+- `x-pack\plugin\esql-datasource-parquet-rs\src\test`
+- `x-pack\plugin\esql-datasource-parquet\src\test`
+- `x-pack\plugin\esql-datasource-s3\src\test`
+- `x-pack\plugin\esql-datasource-snappy\src\test`
+- `x-pack\plugin\esql-datasource-zstd\src\test`
+- `x-pack\plugin\esql\compute\gen\src\test`
+- `x-pack\plugin\esql\compute\src\test`
+- `x-pack\plugin\esql\compute\test`
+- `x-pack\plugin\esql\compute\test\src\main\java\org\elasticsearch\compute\test`
+- `x-pack\plugin\esql\function\math\src\test`
+- `x-pack\plugin\esql\qa\action\src\internalClusterTest\java\org\elasticsearch\test`
+- `x-pack\plugin\esql\qa\server\src\test`
+- `x-pack\plugin\esql\qa\testFixtures\src\test`
+- `x-pack\plugin\esql\src\test`
+
+## Warnings & Diagnostics
+
+1. 101 file extension(s) not in language registry: .actionloggingfieldsprovider, .aff, .alias, .alias-shadow, .annotation. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (101 not yet in registry):
+- `.actionloggingfieldsprovider` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.aff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.alias` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.alias-shadow` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.annotation` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.asc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.asciidoc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.avro` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bcfks` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.binary` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.blockfactoryparameters` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cancellation-missing-overload` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cancellation-no-augmentation` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cancellation-shadow` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cargo-zigbuild` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.chain` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.clitoolprovider` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cnf` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.codec` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.componentversionnumber` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:03.710816+00:00*

scan_fastapi.md

@@ -0,0 +1,121 @@
+# Repository Scan Report — fastapi
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:00 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | fastapi |
+| Path | `C:\repos\v3\fastapi` |
+| Purpose | fastapi — Api Service (FastAPI) — 1120 Python files |
+| Application Type | **Api Service** |
+| Primary Framework | FastAPI |
+| Secondary Frameworks | Pytest, Pydantic, HTTPX |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 2945 |
+| Python Files | 1120 |
+| Test Directories | 2 |
+| Entry Points | 16 |
+| Config Files | 6 |
+| Doc Files | 2 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- HTML
+- JavaScript
+- Python
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Markdown
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `docs_src\app_testing\app_a_py310\main.py`
+- `docs_src\app_testing\app_b_an_py310\main.py`
+- `docs_src\app_testing\app_b_py310\main.py`
+- `docs_src\async_tests\app_a_py310\main.py`
+- `docs_src\bigger_applications\app_an_py310\internal\admin.py`
+- `docs_src\bigger_applications\app_an_py310\main.py`
+- `docs_src\bigger_applications\app_an_py310\routers\items.py`
+- `docs_src\bigger_applications\app_an_py310\routers\users.py`
+- `docs_src\settings\app01_py310\main.py`
+- `docs_src\settings\app02_an_py310\main.py`
+- `docs_src\settings\app02_py310\main.py`
+- `docs_src\settings\app03_an_py310\main.py`
+- `docs_src\settings\app03_py310\main.py`
+- `fastapi\__main__.py`
+- `fastapi\cli.py`
+- `fastapi\middleware\wsgi.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `docs_src\settings\app01_py310\config.py`
+- `docs_src\settings\app02_an_py310\config.py`
+- `docs_src\settings\app02_py310\config.py`
+- `docs_src\settings\app03_an_py310\config.py`
+- `docs_src\settings\app03_py310\config.py`
+
+## Documentation
+
+- `.\LICENSE`
+- `.\README.md`
+
+## Test Directories
+
+- `scripts\tests`
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 2 file extension(s) not in language registry: .cff, .typed. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (2 not yet in registry):
+- `.cff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:00.204540+00:00*

scan_ffmpeg_python.md

@@ -0,0 +1,119 @@
+# Repository Scan Report — ffmpeg-python
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:51 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | ffmpeg-python |
+| Path | `C:\repos\v3\ffmpeg-python` |
+| Purpose | ffmpeg-python — Media Streaming (FFmpeg) — 21 Python files |
+| Application Type | **Media Streaming** |
+| Primary Framework | FFmpeg |
+| Secondary Frameworks | Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 82 |
+| Python Files | 21 |
+| Test Directories | 1 |
+| Entry Points | 7 |
+| Config Files | 6 |
+| Doc Files | 4 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- HTML
+- JavaScript
+- Jupyter Notebook
+- Python
+- Shell
+- TOML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `examples\get_video_thumbnail.py`
+- `examples\read_frame_as_jpeg.py`
+- `examples\show_progress.py`
+- `examples\split_silence.py`
+- `examples\tensorflow_stream.py`
+- `examples\transcribe.py`
+- `examples\video_info.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `.\requirements.txt`
+- `.\setup.cfg`
+- `.\setup.py`
+- `doc\Makefile`
+- `examples\requirements.txt`
+
+## Documentation
+
+- `.\LICENSE`
+- `.\README`
+- `.\README.md`
+- `examples\README.md`
+
+## Test Directories
+
+- `ffmpeg\tests`
+
+## Warnings & Diagnostics
+
+1. 3 file extension(s) not in language registry: .inv, .mp4, .xcf. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (3 not yet in registry):
+- `.inv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mp4` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.xcf` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:51.563809+00:00*

scan_flask.md

@@ -0,0 +1,129 @@
+# Repository Scan Report — flask
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:19:59 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | flask |
+| Path | `C:\repos\v3\flask` |
+| Purpose | flask — Web Application (Flask) — 83 Python files |
+| Application Type | **Web Application** |
+| Primary Framework | Flask |
+| Secondary Frameworks | Pytest, Celery, Redis, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 225 |
+| Python Files | 83 |
+| Test Directories | 3 |
+| Entry Points | 11 |
+| Config Files | 8 |
+| Doc Files | 8 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- HTML
+- Python
+- SQL
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+- Make
+
+## Technology Stack
+
+- Python
+- Redis
+
+## Entry Points
+
+- `examples\celery\src\task_app\__init__.py`
+- `examples\javascript\js_example\views.py`
+- `examples\tutorial\flaskr\__init__.py`
+- `examples\tutorial\flaskr\db.py`
+- `src\flask\__main__.py`
+- `src\flask\app.py`
+- `src\flask\cli.py`
+- `src\flask\ctx.py`
+- `src\flask\helpers.py`
+- `src\flask\sansio\app.py`
+- `src\flask\sansio\scaffold.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `docs\Makefile`
+- `examples\celery\pyproject.toml`
+- `examples\celery\requirements.txt`
+- `examples\javascript\pyproject.toml`
+- `examples\tutorial\pyproject.toml`
+- `src\flask\config.py`
+- `tests\test_apps\.env`
+
+## Documentation
+
+- `.\LICENSE.txt`
+- `.\README.md`
+- `examples\celery\README.md`
+- `examples\javascript\LICENSE.txt`
+- `examples\javascript\README.rst`
+- `examples\tutorial\LICENSE.txt`
+- `examples\tutorial\README.rst`
+- `src\flask\sansio\README.md`
+
+## Test Directories
+
+- `examples\javascript\tests`
+- `examples\tutorial\tests`
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 1 file extension(s) not in language registry: .typed. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (1 not yet in registry):
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:19:59.958578+00:00*

scan_freecad.md

@@ -0,0 +1,440 @@
+# Repository Scan Report — FreeCAD
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:21 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | FreeCAD |
+| Path | `C:\repos\v3\FreeCAD` |
+| Purpose | FreeCAD — Cad System — 1767 Python files |
+| Application Type | **Cad System** |
+| Primary Framework | No Framework Detected |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 75% |
+| Overall | 88% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 12900 |
+| Python Files | 1767 |
+| Test Directories | 11 |
+| Entry Points | 3 |
+| Config Files | 245 |
+| Doc Files | 44 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Abaqus Input
+- AutoCAD Exchange
+- C
+- C++
+- CSS
+- Fortran
+- HTML
+- JavaScript
+- Nastran Bulk Data
+- OBJ 3D Model
+- Objective-C
+- Python
+- STEP CAD File
+- STL 3D Model
+- Shell
+- Swift
+- TOML
+- TypeScript
+- VTK Visualization
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Gettext Translation
+- JSON
+- Markdown
+- PDF Document
+- ReStructuredText
+- Text
+- Windows Batch Script
+- Word Document
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- CMake
+- Make
+
+## Technology Stack
+
+- Python
+- Redis
+- AWS
+
+## Entry Points
+
+- `src\3rdParty\libkdtree\python-bindings\py-kdtree_test.py`
+- `src\Mod\Fem\femsolver\run.py`
+- `src\Tools\typing\stubgen\cli.py`
+
+## Configuration Files
+
+- `.\CMakeLists.txt`
+- `cMake\ConfigureChecks.cmake`
+- `cMake\FindCoin3DDoc.cmake`
+- `cMake\FindEigen3.cmake`
+- `cMake\FindKDL.cmake`
+- `cMake\FindLARK.cmake`
+- `cMake\FindMatplotlib.cmake`
+- `cMake\FindMEDFile.cmake`
+- `cMake\FindNETGEN.cmake`
+- `cMake\FindOCC.cmake`
+- `cMake\FindOpenCV.cmake`
+- `cMake\FindPyCXX.cmake`
+- `cMake\FindPySide2Tools.cmake`
+- `cMake\FindPySide6.cmake`
+- `cMake\FindPySide6Tools.cmake`
+- `cMake\FindRift.cmake`
+- `cMake\FindShiboken6.cmake`
+- `cMake\FindSMESH.cmake`
+- `cMake\FindSpnav.cmake`
+- `cMake\FreeCadMacros.cmake`
+- `cMake\UseLibPack3.cmake`
+- `cMake\UseLibPackCLbundler.cmake`
+- `cMake\FreeCAD_Helpers\BuildAndInstallDesignerPlugin.cmake`
+- `cMake\FreeCAD_Helpers\CheckInterModuleDependencies.cmake`
+- `cMake\FreeCAD_Helpers\ChooseQtVersion.cmake`
+- `cMake\FreeCAD_Helpers\CMakeLists.txt`
+- `cMake\FreeCAD_Helpers\CompilerChecksAndSetups.cmake`
+- `cMake\FreeCAD_Helpers\ConfigureCMakeVariables.cmake`
+- `cMake\FreeCAD_Helpers\CopyLibpackDirectories.cmake`
+- `cMake\FreeCAD_Helpers\CreatePackagingTargets.cmake`
+- `cMake\FreeCAD_Helpers\FreeCADLibpackChecks.cmake`
+- `cMake\FreeCAD_Helpers\InitializeFreeCADBuildOptions.cmake`
+- `cMake\FreeCAD_Helpers\PrintFinalReport.cmake`
+- `cMake\FreeCAD_Helpers\SetGlobalCompilerAndLinkerSettings.cmake`
+- `cMake\FreeCAD_Helpers\SetLibraryVersions.cmake`
+- `cMake\FreeCAD_Helpers\SetupBoost.cmake`
+- `cMake\FreeCAD_Helpers\SetupClipper2.cmake`
+- `cMake\FreeCAD_Helpers\SetupCoin3D.cmake`
+- `cMake\FreeCAD_Helpers\SetupDoxygen.cmake`
+- `cMake\FreeCAD_Helpers\SetupEigen.cmake`
+- `cMake\FreeCAD_Helpers\SetupFreeType.cmake`
+- `cMake\FreeCAD_Helpers\SetupJSON.cmake`
+- `cMake\FreeCAD_Helpers\SetupKDTree.cmake`
+- `cMake\FreeCAD_Helpers\SetupLark.cmake`
+- `cMake\FreeCAD_Helpers\SetupLibOndselSolver.cmake`
+- `cMake\FreeCAD_Helpers\SetupLibYaml.cmake`
+- `cMake\FreeCAD_Helpers\SetupMatplotlib.cmake`
+- `cMake\FreeCAD_Helpers\SetupOpenCasCade.cmake`
+- `cMake\FreeCAD_Helpers\SetupOpenGL.cmake`
+- `cMake\FreeCAD_Helpers\SetupPCL.cmake`
+- `cMake\FreeCAD_Helpers\SetupPybind11.cmake`
+- `cMake\FreeCAD_Helpers\SetupPython.cmake`
+- `cMake\FreeCAD_Helpers\SetupQt.cmake`
+- `cMake\FreeCAD_Helpers\SetupSalomeSMESH.cmake`
+- `cMake\FreeCAD_Helpers\SetupSanitizers.cmake`
+- `cMake\FreeCAD_Helpers\SetupShibokenAndPyside.cmake`
+- `cMake\FreeCAD_Helpers\SetupSpaceball.cmake`
+- `cMake\FreeCAD_Helpers\SetupSwig.cmake`
+- `cMake\FreeCAD_Helpers\SetupXercesC.cmake`
+- `cMake\FreeCAD_Helpers\SetupZipIos.cmake`
+- `data\CMakeLists.txt`
+- `data\examples\CMakeLists.txt`
+- `package\rattler-build\osx\launcher\CMakeLists.txt`
+- `src\CMakeLists.txt`
+- `src\config.h.cmake`
+- `src\LibraryVersions.h.cmake`
+- `src\QtCore.h.cmake`
+- `src\QtWidgets.h.cmake`
+- `src\SMESH_Version.h.cmake`
+- `src\3rdParty\CMakeLists.txt`
+- `src\3rdParty\Clipper2\CMakeLists.txt`
+- `src\3rdParty\FastSignals\CMakeLists.txt`
+- `src\3rdParty\FastSignals\cmake\functions.cmake`
+- `src\3rdParty\FastSignals\libfastsignals\CMakeLists.txt`
+- `src\3rdParty\FastSignals\tests\libfastsignals_stress_tests\CMakeLists.txt`
+- `src\3rdParty\FastSignals\tests\libfastsignals_unit_tests\CMakeLists.txt`
+- `src\3rdParty\lazy_loader\CMakeLists.txt`
+- `src\3rdParty\libE57Format\CMakeLists.txt`
+- `src\3rdParty\libE57Format\cmake\ccache.cmake`
+- `src\3rdParty\libE57Format\cmake\ClangFormat.cmake`
+- `src\3rdParty\libE57Format\cmake\CompilerWarnings.cmake`
+- `src\3rdParty\libE57Format\cmake\E57ExportHeader.cmake`
+- `src\3rdParty\libE57Format\cmake\e57format-config.cmake`
+- `src\3rdParty\libE57Format\cmake\GitInfo.cmake`
+- `src\3rdParty\libE57Format\cmake\GitUpdate.cmake`
+- `src\3rdParty\libE57Format\cmake\Sanitizers.cmake`
+- `src\3rdParty\libE57Format\cmake\Tags.cmake`
+- `src\3rdParty\libE57Format\extern\CRCpp\CMakeLists.txt`
+- `src\3rdParty\libE57Format\include\CMakeLists.txt`
+- `src\3rdParty\libE57Format\src\CMakeLists.txt`
+- `src\3rdParty\libE57Format\test\CMakeLists.txt`
+- `src\3rdParty\libE57Format\test\include\CMakeLists.txt`
+- `src\3rdParty\libE57Format\test\src\CMakeLists.txt`
+- `src\3rdParty\libkdtree\CMakeLists.txt`
+- `src\3rdParty\libkdtree\python-bindings\CMakeLists.txt`
+- `src\3rdParty\lru-cache\CMakeLists.txt`
+- `src\3rdParty\lru-cache\examples\CMakeLists.txt`
+- `src\3rdParty\lru-cache\tests\CMakeLists.txt`
+- `src\3rdParty\salomesmesh\CMakeLists.txt`
+- `src\App\CMakeLists.txt`
+- `src\Base\CMakeLists.txt`
+- `src\Doc\CMakeLists.txt`
+- `src\Doc\ThirdPartyLibraries.html.cmake`
+- `src\Doc\sphinx\Makefile`
+- `src\Ext\CMakeLists.txt`
+- `src\Ext\freecad\CMakeLists.txt`
+- `src\Gui\CMakeLists.txt`
+- `src\Gui\PreferencePacks\CMakeLists.txt`
+- `src\Gui\PreferencePackTemplates\CMakeLists.txt`
+- `src\Gui\Quarter\CMakeLists.txt`
+- `src\Gui\Stylesheets\CMakeLists.txt`
+- `src\MacAppBundle\CMakeLists.txt`
+- `src\MacAppBundle\QuickLook\CMakeLists.txt`
+- `src\MacAppBundle\QuickLook\legacy\CMakeLists.txt`
+- `src\MacAppBundle\QuickLook\modern\CMakeLists.txt`
+- `src\Main\CMakeLists.txt`
+- `src\Main\freecad.rc.cmake`
+- `src\Main\freecadCmd.rc.cmake`
+- `src\Mod\CMakeLists.txt`
+- `src\Mod\Assembly\CMakeLists.txt`
+- `src\Mod\Assembly\App\CMakeLists.txt`
+- `src\Mod\Assembly\Gui\CMakeLists.txt`
+- `src\Mod\BIM\CMakeLists.txt`
+- `src\Mod\CAM\CMakeLists.txt`
+- `src\Mod\CAM\App\CMakeLists.txt`
+- `src\Mod\CAM\Gui\CMakeLists.txt`
+- `src\Mod\CAM\libarea\CMakeLists.txt`
+- `src\Mod\CAM\PathSimulator\CMakeLists.txt`
+- `src\Mod\CAM\PathSimulator\App\CMakeLists.txt`
+- `src\Mod\CAM\PathSimulator\AppGL\CMakeLists.txt`
+- `src\Mod\Cloud\CMakeLists.txt`
+- `src\Mod\Cloud\App\CMakeLists.txt`
+- `src\Mod\Cloud\Gui\CMakeLists.txt`
+- `src\Mod\Draft\CMakeLists.txt`
+- `src\Mod\Draft\App\CMakeLists.txt`
+- `src\Mod\Fem\CMakeLists.txt`
+- `src\Mod\Fem\App\CMakeLists.txt`
+- `src\Mod\Fem\femsolver\settings.py`
+- `src\Mod\Fem\Gui\CMakeLists.txt`
+- `src\Mod\Help\CMakeLists.txt`
+- `src\Mod\Import\CMakeLists.txt`
+- `src\Mod\Import\App\CMakeLists.txt`
+- `src\Mod\Import\Gui\CMakeLists.txt`
+- `src\Mod\Inspection\CMakeLists.txt`
+- `src\Mod\Inspection\App\CMakeLists.txt`
+- `src\Mod\Inspection\Gui\CMakeLists.txt`
+- `src\Mod\JtReader\CMakeLists.txt`
+- `src\Mod\JtReader\App\CMakeLists.txt`
+- `src\Mod\Material\CMakeLists.txt`
+- `src\Mod\Material\App\CMakeLists.txt`
+- `src\Mod\Material\Gui\CMakeLists.txt`
+- `src\Mod\Measure\CMakeLists.txt`
+- `src\Mod\Measure\App\CMakeLists.txt`
+- `src\Mod\Measure\Gui\CMakeLists.txt`
+- `src\Mod\Mesh\CMakeLists.txt`
+- `src\Mod\Mesh\App\CMakeLists.txt`
+- `src\Mod\Mesh\Gui\CMakeLists.txt`
+- `src\Mod\MeshPart\CMakeLists.txt`
+- `src\Mod\MeshPart\App\CMakeLists.txt`
+- `src\Mod\MeshPart\Gui\CMakeLists.txt`
+- `src\Mod\OpenSCAD\CMakeLists.txt`
+- `src\Mod\Part\CMakeLists.txt`
+- `src\Mod\Part\App\CMakeLists.txt`
+- `src\Mod\Part\Gui\CMakeLists.txt`
+- `src\Mod\PartDesign\CMakeLists.txt`
+- `src\Mod\PartDesign\App\CMakeLists.txt`
+- `src\Mod\PartDesign\Gui\CMakeLists.txt`
+- `src\Mod\Plot\CMakeLists.txt`
+- `src\Mod\Points\CMakeLists.txt`
+- `src\Mod\Points\App\CMakeLists.txt`
+- `src\Mod\Points\Gui\CMakeLists.txt`
+- `src\Mod\ReverseEngineering\CMakeLists.txt`
+- `src\Mod\ReverseEngineering\App\CMakeLists.txt`
+- `src\Mod\ReverseEngineering\Gui\CMakeLists.txt`
+- `src\Mod\Robot\CMakeLists.txt`
+- `src\Mod\Robot\App\CMakeLists.txt`
+- `src\Mod\Robot\App\kdl_cp\CMakeLists.txt`
+- `src\Mod\Robot\Gui\CMakeLists.txt`
+- `src\Mod\Show\CMakeLists.txt`
+- `src\Mod\Sketcher\CMakeLists.txt`
+- `src\Mod\Sketcher\App\CMakeLists.txt`
+- `src\Mod\Sketcher\Gui\CMakeLists.txt`
+- `src\Mod\Spreadsheet\CMakeLists.txt`
+- `src\Mod\Spreadsheet\App\CMakeLists.txt`
+- `src\Mod\Spreadsheet\Gui\CMakeLists.txt`
+- `src\Mod\Start\CMakeLists.txt`
+- `src\Mod\Start\App\CMakeLists.txt`
+- `src\Mod\Start\Gui\CMakeLists.txt`
+- `src\Mod\Surface\CMakeLists.txt`
+- `src\Mod\Surface\App\CMakeLists.txt`
+- `src\Mod\Surface\Gui\CMakeLists.txt`
+- `src\Mod\TechDraw\CMakeLists.txt`
+- `src\Mod\TechDraw\App\CMakeLists.txt`
+- `src\Mod\TechDraw\Gui\CMakeLists.txt`
+- `src\Mod\TemplatePyMod\CMakeLists.txt`
+- `src\Mod\Test\CMakeLists.txt`
+- `src\Mod\Test\Gui\CMakeLists.txt`
+- `src\Mod\Tux\CMakeLists.txt`
+- `src\Mod\Web\CMakeLists.txt`
+- `src\Mod\Web\App\CMakeLists.txt`
+- `src\Tools\embedded\Qt\cxx\CMakeLists.txt`
+- `src\Tools\embedded\Win32\FreeCAD_widget.sln`
+- `src\Tools\plugins\widget\CMakeLists.txt`
+- `src\Tools\ThumbnailProvider\CMakeLists.txt`
+- `src\Tools\ThumbnailProvider\ThumbnailProvider.sln`
+- `src\Tools\xmlformat\CMakeLists.txt`
+- `src\Tools\_TEMPLATEPY_\CMakeLists.txt`
+- `src\Tools\_TEMPLATE_\CMakeLists.txt`
+- `src\Tools\_TEMPLATE_\App\CMakeLists.txt`
+- `src\Tools\_TEMPLATE_\Gui\CMakeLists.txt`
+- `src\XDGData\CMakeLists.txt`
+- `tests\CMakeLists.txt`
+- `tests\src\CMakeLists.txt`
+- `tests\src\App\CMakeLists.txt`
+- `tests\src\Base\CMakeLists.txt`
+- `tests\src\Gui\CMakeLists.txt`
+- `tests\src\Gui\Dialogs\CMakeLists.txt`
+- `tests\src\Gui\propertyeditor\CMakeLists.txt`
+- `tests\src\Mod\CMakeLists.txt`
+- `tests\src\Mod\Assembly\CMakeLists.txt`
+- `tests\src\Mod\Assembly\App\CMakeLists.txt`
+- `tests\src\Mod\Material\CMakeLists.txt`
+- `tests\src\Mod\Material\App\CMakeLists.txt`
+- `tests\src\Mod\Measure\CMakeLists.txt`
+- `tests\src\Mod\Measure\App\CMakeLists.txt`
+- `tests\src\Mod\Mesh\CMakeLists.txt`
+- `tests\src\Mod\Mesh\App\CMakeLists.txt`
+- `tests\src\Mod\MeshPart\CMakeLists.txt`
+- `tests\src\Mod\MeshPart\App\CMakeLists.txt`
+- `tests\src\Mod\Part\CMakeLists.txt`
+- `tests\src\Mod\Part\App\CMakeLists.txt`
+- `tests\src\Mod\PartDesign\CMakeLists.txt`
+- `tests\src\Mod\PartDesign\App\CMakeLists.txt`
+- `tests\src\Mod\Points\CMakeLists.txt`
+- `tests\src\Mod\Points\App\CMakeLists.txt`
+- `tests\src\Mod\Sketcher\CMakeLists.txt`
+- `tests\src\Mod\Sketcher\App\CMakeLists.txt`
+- `tests\src\Mod\Sketcher\App\planegcs\CMakeLists.txt`
+- `tests\src\Mod\Spreadsheet\CMakeLists.txt`
+- `tests\src\Mod\Spreadsheet\App\CMakeLists.txt`
+- `tests\src\Mod\Start\CMakeLists.txt`
+- `tests\src\Mod\Start\App\CMakeLists.txt`
+- `tests\src\Mod\TechDraw\CMakeLists.txt`
+- `tests\src\Mod\TechDraw\App\CMakeLists.txt`
+- `tests\src\zipios++\CMakeLists.txt`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `cMake\FreeCAD_Helpers\README.md`
+- `package\WindowsInstaller\LICENSE`
+- `package\WindowsInstaller\README.md`
+- `src\3rdParty\3Dconnexion\README.txt`
+- `src\3rdParty\Clipper2\LICENSE`
+- `src\3rdParty\FastSignals\LICENSE`
+- `src\3rdParty\FastSignals\README.md`
+- `src\3rdParty\libE57Format\CHANGELOG.md`
+- `src\3rdParty\libE57Format\CONTRIBUTING.md`
+- `src\3rdParty\libE57Format\LICENSE.md`
+- `src\3rdParty\libE57Format\README.md`
+- `src\3rdParty\libE57Format\extern\CRCpp\LICENSE`
+- `src\3rdParty\libE57Format\extern\CRCpp\README.md`
+- `src\3rdParty\libE57Format\test\README.md`
+- `src\3rdParty\libkdtree\AUTHORS`
+- `src\3rdParty\libkdtree\README.md`
+- `src\3rdParty\lru-cache\LICENSE`
+- `src\3rdParty\lru-cache\README.md`
+- `src\Mod\CAM\PathScripts\README.md`
+- `src\Mod\CAM\Path\Tool\assets\README.md`
+- `src\Mod\CAM\Roadmap\README.md`
+- `src\Mod\CAM\Tools\README.md`
+- `src\Mod\CAM\libarea\kurve\README`
+- `src\Mod\Draft\Resources\README.md`
+- `src\Mod\Draft\draftfunctions\README.md`
+- `src\Mod\Draft\draftguitools\README.md`
+- `src\Mod\Draft\draftmake\README.md`
+- `src\Mod\Draft\draftobjects\README.md`
+- `src\Mod\Draft\drafttaskpanels\README.md`
+- `src\Mod\Draft\drafttests\README.md`
+- `src\Mod\Draft\draftutils\README.md`
+- `src\Mod\Draft\draftviewproviders\README.md`
+- `src\Mod\PartDesign\fcgear\README`
+- `src\Mod\PartDesign\fcsprocket\README.md`
+- `src\Mod\Plot\README.md`
+- `src\Mod\Robot\App\kdl_cp\README.txt`
+- `src\Mod\Start\README.md`
+- `src\Mod\TechDraw\Templates\ISO\localized\README.md`
+- `src\Mod\TechDraw\Templates\ISO\localized\zh-CN\landscape\README`
+- `src\Tools\typing\README.md`
+- `tests\visual\fonts\README.md`
+
+## Test Directories
+
+- `data\tests`
+- `package\fedora\tests`
+- `src\3rdParty\FastSignals\tests`
+- `src\3rdParty\libE57Format\test`
+- `src\3rdParty\lru-cache\tests`
+- `src\Mod\Material\Resources\Materials\Test`
+- `src\Mod\Material\Resources\Models\Test`
+- `src\Mod\Test`
+- `src\Tools\bindings\tests`
+- `src\Tools\tests`
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 69 file extension(s) not in language registry: .3mf, .am, .autosave, .bmp, .brep. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (69 not yet in registry):
+- `.3mf` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.am` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.autosave` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bmp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.brep` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cbp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cmake` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cmakein` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csg` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.def` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.desktop` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dox` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dyn` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.entitlements` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fcmacro` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fcmat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fcstd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fctb` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:21.650293+00:00*

scan_geopandas.md

@@ -0,0 +1,130 @@
+# Repository Scan Report — geopandas
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:26 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | geopandas |
+| Path | `C:\repos\v3\geopandas` |
+| Purpose | geopandas — Gis System (GeoPandas) — 83 Python files |
+| Application Type | **Gis System** |
+| Primary Framework | GeoPandas |
+| Secondary Frameworks | SQLAlchemy, Pytest, RQ |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 378 |
+| Python Files | 83 |
+| Test Directories | 3 |
+| Entry Points | 0 |
+| Config Files | 5 |
+| Doc Files | 8 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- HTML
+- Jupyter Notebook
+- Python
+- Shapefile
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- JSON
+- Markdown
+- PDF Document
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Conda
+- Python Build
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- None detected
+
+## Configuration Files
+
+- `.\environment.yml`
+- `.\pyproject.toml`
+- `.\requirements-dev.txt`
+- `doc\environment.yml`
+- `doc\Makefile`
+
+## Documentation
+
+- `.\CHANGELOG.md`
+- `.\CONTRIBUTING.md`
+- `.\LICENSE.txt`
+- `.\README.md`
+- `examples\README.md`
+- `geopandas\io\tests\data\arrow\geoparquet\README.md`
+- `geopandas\io\tests\data\geoarrow\README.md`
+- `geopandas\tests\data\README.md`
+
+## Test Directories
+
+- `geopandas\io\tests`
+- `geopandas\tests`
+- `geopandas\tools\tests`
+
+## Warnings & Diagnostics
+
+1. 12 file extension(s) not in language registry: .arrow, .cpg, .csv, .dbf, .feather. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (12 not yet in registry):
+- `.arrow` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cpg` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dbf` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.feather` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.geojson` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.parquet` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pickle` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.prj` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.qpj` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.shx` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.tif` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:26.065213+00:00*

scan_gnuradio.md

@@ -0,0 +1,472 @@
+# Repository Scan Report — gnuradio
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:40 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | gnuradio |
+| Path | `C:\repos\v3\gnuradio` |
+| Purpose | gnuradio — Dsp Tool — 761 Python files |
+| Application Type | **Dsp Tool** |
+| Primary Framework | No Framework Detected |
+| Secondary Frameworks | Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 75% |
+| Overall | 88% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 5731 |
+| Python Files | 761 |
+| Test Directories | 4 |
+| Entry Points | 65 |
+| Config Files | 290 |
+| Doc Files | 24 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Audio File
+- C
+- C++
+- Docker
+- Fortran
+- GNU Radio Companion
+- HTML
+- Objective-C
+- PowerShell
+- Python
+- Shell
+- Thrift
+- TypeScript
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Gettext Binary
+- Gettext Translation
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- CMake
+- Conda
+- Make
+
+## Technology Stack
+
+- Python
+- Docker
+- Redis
+- Azure
+
+## Entry Points
+
+- `docs\doxygen\doxyxml\__init__.py`
+- `docs\doxygen\doxyxml\generated\compoundsuper.py`
+- `docs\doxygen\doxyxml\generated\indexsuper.py`
+- `docs\doxygen\other\doxypy.py`
+- `docs\doxygen\update_pydoc.py`
+- `gnuradio-runtime\examples\mp-sched\affinity_set.py`
+- `gnuradio-runtime\examples\mp-sched\plot_flops.py`
+- `gnuradio-runtime\examples\mp-sched\run_synthetic.py`
+- `gnuradio-runtime\examples\mp-sched\synthetic.py`
+- `gnuradio-runtime\examples\mp-sched\wfm_rcv_pll_to_wav.py`
+- `gnuradio-runtime\examples\network\audio_sink.py`
+- `gnuradio-runtime\examples\network\audio_source.py`
+- `gnuradio-runtime\examples\network\dial_tone_sink.py`
+- `gnuradio-runtime\examples\network\dial_tone_source.py`
+- `gnuradio-runtime\examples\network\vector_sink.py`
+- `gnuradio-runtime\examples\network\vector_source.py`
+- `gnuradio-runtime\lib\math\gen_sine_table.py`
+- `gnuradio-runtime\python\gnuradio\gr\pubsub.py`
+- `gnuradio-runtime\python\gnuradio\gr\qa_flowgraph.py`
+- `gnuradio-runtime\python\gnuradio\gr\qa_get_first_tag_in_range.py`
+- *... and 45 more*
+
+## Configuration Files
+
+- `.\CMakeLists.txt`
+- `cmake\Modules\BundlePythonDeps.cmake`
+- `cmake\Modules\CMakeOverloads.cmake`
+- `cmake\Modules\CodeCoverage.cmake`
+- `cmake\Modules\FindALSA.cmake`
+- `cmake\Modules\FindCodec2.cmake`
+- `cmake\Modules\FindFFTW3f.cmake`
+- `cmake\Modules\FindGit.cmake`
+- `cmake\Modules\FindGMP.cmake`
+- `cmake\Modules\FindGSM.cmake`
+- `cmake\Modules\FindGTK.cmake`
+- `cmake\Modules\FindJACK.cmake`
+- `cmake\Modules\Findlibad9361.cmake`
+- `cmake\Modules\Findlibiio.cmake`
+- `cmake\Modules\Findlibunwind.cmake`
+- `cmake\Modules\FindMathJax2.cmake`
+- `cmake\Modules\FindMPIR.cmake`
+- `cmake\Modules\FindMPLIB.cmake`
+- `cmake\Modules\FindOSS.cmake`
+- `cmake\Modules\FindPORTAUDIO.cmake`
+- `cmake\Modules\FindQwt.cmake`
+- `cmake\Modules\FindSNDFILE.cmake`
+- `cmake\Modules\FindTHRIFT.cmake`
+- `cmake\Modules\FindUHD.cmake`
+- `cmake\Modules\FindZeroMQ.cmake`
+- `cmake\Modules\GrBoost.cmake`
+- `cmake\Modules\GrBuildTypes.cmake`
+- `cmake\Modules\GrCompilerSettings.cmake`
+- `cmake\Modules\GrComponent.cmake`
+- `cmake\Modules\GrCPack.cmake`
+- `cmake\Modules\GrMinReq.cmake`
+- `cmake\Modules\GrMiscUtils.cmake`
+- `cmake\Modules\GrModuleCPack.cmake`
+- `cmake\Modules\GrPlatform.cmake`
+- `cmake\Modules\GrPybind.cmake`
+- `cmake\Modules\GrPython.cmake`
+- `cmake\Modules\GrTest.cmake`
+- `cmake\Modules\GrVersion.cmake`
+- `cmake\Modules\LibFindMacros.cmake`
+- `cmake\Modules\PrepareQt.cmake`
+- `cmake\Modules\setup-gtk.cmake`
+- `cmake\Modules\setupGrPkgPath.cmake`
+- `cmake\Modules\SignMacOSBinaries.cmake`
+- `cmake\Modules\SignWindowsBinaries.cmake`
+- `cmake\Toolchains\arm_cortex_a8_native.cmake`
+- `cmake\Toolchains\oe-sdk_cross.cmake`
+- `docs\CMakeLists.txt`
+- `docs\doxygen\CMakeLists.txt`
+- `docs\man\CMakeLists.txt`
+- `docs\sphinx\environment.yml`
+- `docs\sphinx\Makefile`
+- `gnuradio-runtime\CMakeLists.txt`
+- `gnuradio-runtime\ConfigChecks.cmake`
+- `gnuradio-runtime\apps\CMakeLists.txt`
+- `gnuradio-runtime\examples\CMakeLists.txt`
+- `gnuradio-runtime\examples\mp-sched\CMakeLists.txt`
+- `gnuradio-runtime\examples\network\CMakeLists.txt`
+- `gnuradio-runtime\include\CMakeLists.txt`
+- `gnuradio-runtime\include\gnuradio\CMakeLists.txt`
+- `gnuradio-runtime\include\gnuradio\messages\CMakeLists.txt`
+- `gnuradio-runtime\include\gnuradio\thread\CMakeLists.txt`
+- `gnuradio-runtime\include\pmt\CMakeLists.txt`
+- `gnuradio-runtime\lib\CMakeLists.txt`
+- `gnuradio-runtime\lib\pmt\CMakeLists.txt`
+- `gnuradio-runtime\python\CMakeLists.txt`
+- `gnuradio-runtime\python\gnuradio\CMakeLists.txt`
+- `gnuradio-runtime\python\gnuradio\ctrlport\CMakeLists.txt`
+- `gnuradio-runtime\python\gnuradio\gr\CMakeLists.txt`
+- `gnuradio-runtime\python\gnuradio\gr\bindings\CMakeLists.txt`
+- `gnuradio-runtime\python\pmt\CMakeLists.txt`
+- `gnuradio-runtime\python\pmt\bindings\CMakeLists.txt`
+- `gr-analog\CMakeLists.txt`
+- `gr-analog\docs\CMakeLists.txt`
+- `gr-analog\examples\CMakeLists.txt`
+- `gr-analog\examples\tags\CMakeLists.txt`
+- `gr-analog\grc\CMakeLists.txt`
+- `gr-analog\include\gnuradio\analog\CMakeLists.txt`
+- `gr-analog\lib\CMakeLists.txt`
+- `gr-analog\python\analog\CMakeLists.txt`
+- `gr-analog\python\analog\bindings\CMakeLists.txt`
+- `gr-audio\CMakeLists.txt`
+- `gr-audio\docs\CMakeLists.txt`
+- `gr-audio\examples\c++\CMakeLists.txt`
+- `gr-audio\examples\grc\CMakeLists.txt`
+- `gr-audio\examples\python\CMakeLists.txt`
+- `gr-audio\grc\CMakeLists.txt`
+- `gr-audio\include\gnuradio\audio\CMakeLists.txt`
+- `gr-audio\lib\CMakeLists.txt`
+- `gr-audio\python\audio\CMakeLists.txt`
+- `gr-audio\python\audio\bindings\CMakeLists.txt`
+- `gr-blocks\CMakeLists.txt`
+- `gr-blocks\docs\CMakeLists.txt`
+- `gr-blocks\examples\CMakeLists.txt`
+- `gr-blocks\examples\ctrlport\CMakeLists.txt`
+- `gr-blocks\examples\metadata\CMakeLists.txt`
+- `gr-blocks\examples\msg_passing\CMakeLists.txt`
+- `gr-blocks\examples\tags\CMakeLists.txt`
+- `gr-blocks\grc\CMakeLists.txt`
+- `gr-blocks\include\gnuradio\blocks\CMakeLists.txt`
+- `gr-blocks\lib\CMakeLists.txt`
+- `gr-blocks\python\blocks\CMakeLists.txt`
+- `gr-blocks\python\blocks\bindings\CMakeLists.txt`
+- `gr-blocks\tests\CMakeLists.txt`
+- `gr-channels\CMakeLists.txt`
+- `gr-channels\docs\CMakeLists.txt`
+- `gr-channels\examples\CMakeLists.txt`
+- `gr-channels\grc\CMakeLists.txt`
+- `gr-channels\include\gnuradio\channels\CMakeLists.txt`
+- `gr-channels\lib\CMakeLists.txt`
+- `gr-channels\python\channels\CMakeLists.txt`
+- `gr-channels\python\channels\bindings\CMakeLists.txt`
+- `gr-digital\CMakeLists.txt`
+- `gr-digital\docs\CMakeLists.txt`
+- `gr-digital\examples\CMakeLists.txt`
+- `gr-digital\grc\CMakeLists.txt`
+- `gr-digital\include\gnuradio\digital\CMakeLists.txt`
+- `gr-digital\lib\CMakeLists.txt`
+- `gr-digital\python\digital\CMakeLists.txt`
+- `gr-digital\python\digital\bindings\CMakeLists.txt`
+- `gr-dtv\CMakeLists.txt`
+- `gr-dtv\apps\CMakeLists.txt`
+- `gr-dtv\docs\CMakeLists.txt`
+- `gr-dtv\examples\CMakeLists.txt`
+- `gr-dtv\grc\CMakeLists.txt`
+- `gr-dtv\include\gnuradio\dtv\CMakeLists.txt`
+- `gr-dtv\lib\CMakeLists.txt`
+- `gr-dtv\python\dtv\CMakeLists.txt`
+- `gr-dtv\python\dtv\bindings\CMakeLists.txt`
+- `gr-fec\CMakeLists.txt`
+- `gr-fec\docs\CMakeLists.txt`
+- `gr-fec\examples\CMakeLists.txt`
+- `gr-fec\grc\CMakeLists.txt`
+- `gr-fec\include\gnuradio\fec\CMakeLists.txt`
+- `gr-fec\ldpc_alist\CMakeLists.txt`
+- `gr-fec\lib\CMakeLists.txt`
+- `gr-fec\lib\reed-solomon\CMakeLists.txt`
+- `gr-fec\python\fec\CMakeLists.txt`
+- `gr-fec\python\fec\bindings\CMakeLists.txt`
+- `gr-fec\python\fec\LDPC\CMakeLists.txt`
+- `gr-fec\python\fec\polar\CMakeLists.txt`
+- `gr-fft\CMakeLists.txt`
+- `gr-fft\docs\CMakeLists.txt`
+- `gr-fft\grc\CMakeLists.txt`
+- `gr-fft\include\gnuradio\fft\CMakeLists.txt`
+- `gr-fft\lib\CMakeLists.txt`
+- `gr-fft\python\fft\CMakeLists.txt`
+- `gr-fft\python\fft\bindings\CMakeLists.txt`
+- `gr-filter\CMakeLists.txt`
+- `gr-filter\apps\CMakeLists.txt`
+- `gr-filter\docs\CMakeLists.txt`
+- `gr-filter\examples\CMakeLists.txt`
+- `gr-filter\grc\CMakeLists.txt`
+- `gr-filter\include\gnuradio\filter\CMakeLists.txt`
+- `gr-filter\lib\CMakeLists.txt`
+- `gr-filter\python\filter\CMakeLists.txt`
+- `gr-filter\python\filter\bindings\CMakeLists.txt`
+- `gr-filter\python\filter\design\CMakeLists.txt`
+- `gr-filter\python\filter\gui\CMakeLists.txt`
+- `gr-iio\CMakeLists.txt`
+- `gr-iio\examples\CMakeLists.txt`
+- `gr-iio\grc\CMakeLists.txt`
+- `gr-iio\include\gnuradio\iio\CMakeLists.txt`
+- `gr-iio\lib\CMakeLists.txt`
+- `gr-iio\python\iio\CMakeLists.txt`
+- `gr-iio\python\iio\bindings\CMakeLists.txt`
+- `gr-network\CMakeLists.txt`
+- `gr-network\apps\CMakeLists.txt`
+- `gr-network\docs\CMakeLists.txt`
+- `gr-network\examples\CMakeLists.txt`
+- `gr-network\grc\CMakeLists.txt`
+- `gr-network\include\gnuradio\network\CMakeLists.txt`
+- `gr-network\lib\CMakeLists.txt`
+- `gr-network\python\network\CMakeLists.txt`
+- `gr-network\python\network\bindings\CMakeLists.txt`
+- `gr-pdu\CMakeLists.txt`
+- `gr-pdu\docs\CMakeLists.txt`
+- `gr-pdu\examples\CMakeLists.txt`
+- `gr-pdu\grc\CMakeLists.txt`
+- `gr-pdu\include\gnuradio\pdu\CMakeLists.txt`
+- `gr-pdu\lib\CMakeLists.txt`
+- `gr-pdu\python\pdu\CMakeLists.txt`
+- `gr-pdu\python\pdu\bindings\CMakeLists.txt`
+- `gr-qtgui\CMakeLists.txt`
+- `gr-qtgui\apps\CMakeLists.txt`
+- `gr-qtgui\docs\CMakeLists.txt`
+- `gr-qtgui\examples\CMakeLists.txt`
+- `gr-qtgui\examples\c++\CMakeLists.txt`
+- `gr-qtgui\grc\CMakeLists.txt`
+- `gr-qtgui\include\gnuradio\qtgui\CMakeLists.txt`
+- `gr-qtgui\lib\CMakeLists.txt`
+- `gr-qtgui\python\qtgui\CMakeLists.txt`
+- `gr-qtgui\python\qtgui\bindings\CMakeLists.txt`
+- `gr-soapy\CMakeLists.txt`
+- `gr-soapy\docs\CMakeLists.txt`
+- `gr-soapy\examples\grc\CMakeLists.txt`
+- `gr-soapy\grc\CMakeLists.txt`
+- `gr-soapy\include\gnuradio\soapy\CMakeLists.txt`
+- `gr-soapy\lib\CMakeLists.txt`
+- `gr-soapy\python\soapy\CMakeLists.txt`
+- `gr-soapy\python\soapy\bindings\CMakeLists.txt`
+- `gr-trellis\CMakeLists.txt`
+- `gr-trellis\docs\CMakeLists.txt`
+- `gr-trellis\examples\grc\CMakeLists.txt`
+- `gr-trellis\examples\python\CMakeLists.txt`
+- `gr-trellis\grc\CMakeLists.txt`
+- `gr-trellis\include\gnuradio\trellis\CMakeLists.txt`
+- `gr-trellis\lib\CMakeLists.txt`
+- `gr-trellis\python\trellis\CMakeLists.txt`
+- `gr-trellis\python\trellis\bindings\CMakeLists.txt`
+- `gr-uhd\CMakeLists.txt`
+- `gr-uhd\apps\CMakeLists.txt`
+- `gr-uhd\docs\CMakeLists.txt`
+- `gr-uhd\examples\c++\CMakeLists.txt`
+- `gr-uhd\examples\grc\CMakeLists.txt`
+- `gr-uhd\examples\python\CMakeLists.txt`
+- `gr-uhd\grc\CMakeLists.txt`
+- `gr-uhd\include\gnuradio\uhd\CMakeLists.txt`
+- `gr-uhd\lib\CMakeLists.txt`
+- `gr-uhd\python\uhd\CMakeLists.txt`
+- `gr-uhd\python\uhd\bindings\CMakeLists.txt`
+- `gr-utils\CMakeLists.txt`
+- `gr-utils\bindtool\CMakeLists.txt`
+- `gr-utils\bindtool\core\CMakeLists.txt`
+- `gr-utils\bindtool\templates\CMakeLists.txt`
+- `gr-utils\blocktool\CMakeLists.txt`
+- `gr-utils\blocktool\core\CMakeLists.txt`
+- `gr-utils\modtool\CMakeLists.txt`
+- `gr-utils\modtool\cli\CMakeLists.txt`
+- `gr-utils\modtool\core\CMakeLists.txt`
+- `gr-utils\modtool\templates\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\apps\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\cmake\Modules\CMakeParseArgumentsCopy.cmake`
+- `gr-utils\modtool\templates\gr-newmod\cmake\Modules\gnuradio-howtoConfig.cmake`
+- `gr-utils\modtool\templates\gr-newmod\docs\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\docs\doxygen\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\examples\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\grc\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\include\gnuradio\howto\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\lib\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\python\howto\CMakeLists.txt`
+- `gr-utils\modtool\templates\gr-newmod\python\howto\bindings\CMakeLists.txt`
+- `gr-utils\modtool\tests\CMakeLists.txt`
+- `gr-utils\modtool\tools\CMakeLists.txt`
+- `gr-utils\plot_tools\CMakeLists.txt`
+- `gr-utils\read_file_metadata\CMakeLists.txt`
+- `gr-video-sdl\CMakeLists.txt`
+- `gr-video-sdl\grc\CMakeLists.txt`
+- `gr-video-sdl\include\gnuradio\video_sdl\CMakeLists.txt`
+- `gr-video-sdl\lib\CMakeLists.txt`
+- `gr-video-sdl\python\video_sdl\CMakeLists.txt`
+- `gr-video-sdl\python\video_sdl\bindings\CMakeLists.txt`
+- `gr-vocoder\CMakeLists.txt`
+- `gr-vocoder\docs\CMakeLists.txt`
+- `gr-vocoder\examples\CMakeLists.txt`
+- `gr-vocoder\grc\CMakeLists.txt`
+- `gr-vocoder\include\gnuradio\vocoder\CMakeLists.txt`
+- `gr-vocoder\lib\CMakeLists.txt`
+- `gr-vocoder\python\vocoder\CMakeLists.txt`
+- `gr-vocoder\python\vocoder\bindings\CMakeLists.txt`
+- `gr-wavelet\CMakeLists.txt`
+- `gr-wavelet\include\gnuradio\wavelet\CMakeLists.txt`
+- `gr-wavelet\lib\CMakeLists.txt`
+- `gr-wavelet\python\wavelet\CMakeLists.txt`
+- `gr-wavelet\python\wavelet\bindings\CMakeLists.txt`
+- `gr-zeromq\CMakeLists.txt`
+- `gr-zeromq\docs\CMakeLists.txt`
+- `gr-zeromq\examples\CMakeLists.txt`
+- `gr-zeromq\grc\CMakeLists.txt`
+- `gr-zeromq\include\gnuradio\zeromq\CMakeLists.txt`
+- `gr-zeromq\lib\CMakeLists.txt`
+- `gr-zeromq\python\zeromq\CMakeLists.txt`
+- `gr-zeromq\python\zeromq\bindings\CMakeLists.txt`
+- `grc\CMakeLists.txt`
+- `grc\blocks\CMakeLists.txt`
+- `grc\scripts\CMakeLists.txt`
+- `grc\scripts\freedesktop\CMakeLists.txt`
+- `grc\tests\CMakeLists.txt`
+- `grc\workflows\CMakeLists.txt`
+- `release\requirements.txt`
+- `release\deps\CMakeLists.txt`
+- `release\deps\deps\FetchAndBuildGObject.cmake`
+- `release\deps\deps\FetchAndBuildLibUSB.cmake`
+- `release\deps\deps\FetchAndBuildPortAudio.cmake`
+- `release\deps\deps\FetchAndBuildUHD.cmake`
+- `release\deps\deps\FetchAndBuildVOLK.cmake`
+- `release\deps\deps\InstallLibUSB.cmake`
+- `release\deps\utils\CheckPythonModule.cmake`
+- `release\dockerfiles\Dockerfile.codec2`
+- `release\dockerfiles\cmake\mingw64-w64-toolchain.cmake`
+
+## Documentation
+
+- `.\CHANGELOG.md`
+- `.\CONTRIBUTING.md`
+- `.\README.md`
+- `docs\usage-manual\README.md`
+- `docs\volk-signing-keys\README.md`
+- `dtools\README`
+- `gnuradio-runtime\examples\mp-sched\README`
+- `gr-digital\examples\packet\README`
+- `gr-fec\lib\reed-solomon\README`
+- `gr-fec\python\fec\LDPC\README`
+- `gr-fec\python\fec\polar\README.md`
+- `gr-filter\lib\gen_interpolator_taps\README`
+- `gr-soapy\python\soapy\bindings\README.md`
+- `gr-trellis\README`
+- `gr-trellis\examples\python\README`
+- `gr-uhd\examples\grc\README.md`
+- `gr-utils\bindtool\README.md`
+- `gr-utils\modtool\templates\gr-newmod\examples\README`
+- `gr-utils\modtool\templates\gr-newmod\python\howto\bindings\README.md`
+- `gr-utils\modtool\templates\gr-newmod\python\howto\bindings\docstrings\README.md`
+- `gr-vocoder\lib\g7xx\README`
+- `gr-zeromq\examples\python\README`
+- `grc\scripts\freedesktop\README`
+- `release\README.md`
+
+## Test Directories
+
+- `gr-blocks\tests`
+- `gr-utils\blocktool\tests`
+- `gr-utils\modtool\tests`
+- `grc\tests`
+
+## Warnings & Diagnostics
+
+1. 50 file extension(s) not in language registry: .112, .3, .alist, .analog, .atsc. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (50 not yet in registry):
+- `.112` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.3` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.alist` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.analog` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.atsc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.audio` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.blocks` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.blocktool` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.blocktool_test` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.catv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cfile` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.channels` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cmake` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cmakein` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.codec2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.desktop` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.digital` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dox` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dtd` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:40.233434+00:00*

scan_go.md

@@ -0,0 +1,238 @@
+# Repository Scan Report — go
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:18 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | go |
+| Path | `C:\repos\v3\go` |
+| Purpose | go — Compiler Toolchain — 2 Python files |
+| Application Type | **Compiler Toolchain** |
+| Primary Framework | No Framework Detected |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 75% |
+| Overall | 88% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 14258 |
+| Python Files | 2 |
+| Test Directories | 9 |
+| Entry Points | 0 |
+| Config Files | 45 |
+| Doc Files | 51 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- AMPL Model
+- Assembly
+- C
+- C++
+- CSS
+- Docker
+- Embedded ELF
+- Fortran
+- Go
+- HTML
+- JavaScript
+- OBJ 3D Model
+- Objective-C
+- Perl
+- Python
+- Shell
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Log File
+- Markdown
+- Output File
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- OpenVINO Weights
+
+**Total model files: 3**
+
+## Build Systems
+
+- Make
+- Go Modules
+
+## Technology Stack
+
+- Python
+- Docker
+
+## Entry Points
+
+- None detected
+
+## Configuration Files
+
+- `lib\fips140\Makefile`
+- `misc\go.mod`
+- `src\go.mod`
+- `src\go.sum`
+- `src\cmd\go.mod`
+- `src\cmd\go.sum`
+- `src\cmd\compile\internal\ssa\_gen\go.mod`
+- `src\cmd\compile\internal\ssa\_gen\go.sum`
+- `src\cmd\objdump\testdata\testfilenum\go.mod`
+- `src\cmd\vet\testdata\rangeloop\go.mod`
+- `src\cmd\vet\testdata\stdversion\go.mod`
+- `src\crypto\internal\boring\Dockerfile`
+- `src\crypto\internal\cryptotest\wycheproof\_schema\go.mod`
+- `src\crypto\internal\cryptotest\wycheproof\_schema\go.sum`
+- `src\crypto\internal\fips140\aes\gcm\_asm\gcm\go.mod`
+- `src\crypto\internal\fips140\aes\gcm\_asm\gcm\go.sum`
+- `src\crypto\internal\fips140\aes\_asm\ctr\go.mod`
+- `src\crypto\internal\fips140\aes\_asm\ctr\go.sum`
+- `src\crypto\internal\fips140\aes\_asm\standard\go.mod`
+- `src\crypto\internal\fips140\aes\_asm\standard\go.sum`
+- `src\crypto\internal\fips140\bigmod\_asm\go.mod`
+- `src\crypto\internal\fips140\bigmod\_asm\go.sum`
+- `src\crypto\internal\fips140\edwards25519\field\_asm\go.mod`
+- `src\crypto\internal\fips140\edwards25519\field\_asm\go.sum`
+- `src\crypto\internal\fips140\nistec\fiat\Dockerfile`
+- `src\crypto\internal\fips140\nistec\_asm\go.mod`
+- `src\crypto\internal\fips140\nistec\_asm\go.sum`
+- `src\crypto\internal\fips140\sha256\_asm\go.mod`
+- `src\crypto\internal\fips140\sha256\_asm\go.sum`
+- `src\crypto\internal\fips140\sha3\_asm\go.mod`
+- `src\crypto\internal\fips140\sha3\_asm\go.sum`
+- `src\crypto\internal\fips140\sha512\_asm\go.mod`
+- `src\crypto\internal\fips140\sha512\_asm\go.sum`
+- `src\crypto\md5\_asm\go.mod`
+- `src\crypto\md5\_asm\go.sum`
+- `src\crypto\sha1\_asm\go.mod`
+- `src\crypto\sha1\_asm\go.sum`
+- `src\debug\buildinfo\testdata\go117\go.mod`
+- `src\go\doc\Makefile`
+- `src\runtime\Makefile`
+- `src\runtime\_mkmalloc\go.mod`
+- `src\runtime\_mkmalloc\go.sum`
+- `src\simd\archsimd\_gen\go.mod`
+- `src\simd\archsimd\_gen\go.sum`
+- `src\simd\testdata\ip\go.mod`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `api\README`
+- `doc\README.md`
+- `doc\initial\6-stdlib\99-minor\README`
+- `lib\fips140\README.md`
+- `lib\time\README`
+- `misc\chrome\gophertool\README.txt`
+- `misc\go_android_exec\README`
+- `misc\ios\README`
+- `src\cmd\api\testdata\src\issue29837\p\README`
+- `src\cmd\compile\README.md`
+- `src\cmd\compile\internal\inline\inlheur\testdata\props\README.txt`
+- `src\cmd\compile\internal\noder\README.md`
+- `src\cmd\compile\internal\ssa\README.md`
+- `src\cmd\compile\internal\ssa\_gen\README`
+- `src\cmd\compile\internal\test\README`
+- `src\cmd\compile\internal\types2\README.md`
+- `src\cmd\compile\testdata\script\README`
+- `src\cmd\go\internal\verylongtest\testdata\script\README`
+- `src\cmd\go\testdata\mod\README`
+- `src\cmd\go\testdata\script\README`
+- `src\cmd\go\testdata\vcstest\README`
+- `src\cmd\internal\fuzztest\testdata\script\README`
+- `src\cmd\internal\test2json\testdata\README.md`
+- `src\cmd\link\testdata\script\README`
+- `src\cmd\pprof\README`
+- `src\cmd\vet\README`
+- `src\crypto\internal\boring\LICENSE`
+- `src\crypto\internal\boring\README.md`
+- `src\crypto\internal\fips140\nistec\fiat\README`
+- `src\crypto\x509\testdata\nist-pkits\README.md`
+- `src\debug\buildinfo\testdata\go117\README.md`
+- `src\debug\buildinfo\testdata\notgo\README.md`
+- `src\go\doc\comment\testdata\README.md`
+- `src\go\doc\testdata\examples\README.md`
+- `src\go\types\README.md`
+- `src\image\png\testdata\pngsuite\README`
+- `src\internal\strconv\testdata\README`
+- `src\internal\trace\testdata\README.md`
+- `src\internal\trace\traceviewer\static\README.md`
+- `src\internal\zstd\testdata\README`
+- `src\regexp\testdata\README`
+- `src\runtime\pprof\testdata\README`
+- `src\runtime\race\README`
+- `src\runtime\testdata\testgoroutineleakprofile\goker\LICENSE`
+- `src\runtime\testdata\testgoroutineleakprofile\goker\README.md`
+- `test\README.md`
+- `test\codegen\README`
+- `test\internal\runtime\sys\README`
+
+## Test Directories
+
+- `src\cmd\cgo\internal\test`
+- `src\cmd\compile\internal\test`
+- `src\cmd\go\internal\imports\testdata\test`
+- `src\cmd\go\internal\test`
+- `src\internal\coverage\test`
+- `src\internal\trace\testdata\tests`
+- `src\internal\types\testdata\spec`
+- `src\testing`
+- `test`
+
+## Warnings & Diagnostics
+
+1. 47 file extension(s) not in language registry: .0-20200325131415-0123456789ab, .0-47-generic, .awk, .base64, .cov. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (47 not yet in registry):
+- `.0-20200325131415-0123456789ab` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.0-47-generic` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.awk` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.base64` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cov` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.crt` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dist` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.elf4` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.elf5` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.env` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.expect` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.expect-noinput` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.globs2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.go2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.golden` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.gox` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.input` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:18.352261+00:00*

scan_gst_python.md

@@ -0,0 +1,121 @@
+# Repository Scan Report — gst-python
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:51 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | gst-python |
+| Path | `C:\repos\v3\gst-python` |
+| Purpose | gst-python — Media Streaming — 68 Python files |
+| Application Type | **Media Streaming** |
+| Primary Framework | No Framework Detected |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 75% |
+| Overall | 88% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 95 |
+| Python Files | 68 |
+| Test Directories | 0 |
+| Entry Points | 42 |
+| Config Files | 2 |
+| Doc Files | 3 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- C
+- Python
+- YAML
+
+### File Types (Documents & Data)
+
+- Markdown
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- None detected
+
+## Technology Stack
+
+- Python
+- GitLab CI
+
+## Entry Points
+
+- `examples\dynamic_src.py`
+- `examples\helloworld.py`
+- `examples\record_sound.py`
+- `old_examples\audio-controller.py`
+- `old_examples\audioconcat.py`
+- `old_examples\bps.py`
+- `old_examples\cp.py`
+- `old_examples\cutter.py`
+- `old_examples\debugslider.py`
+- `old_examples\decodebin.py`
+- `old_examples\f2f.py`
+- `old_examples\filesrc.py`
+- `old_examples\gstfile.py`
+- `old_examples\helloworld.py`
+- `old_examples\maemogst.py`
+- `old_examples\option-parser.py`
+- `old_examples\play.py`
+- `old_examples\remuxer.py`
+- `old_examples\segments.py`
+- `old_examples\switch.py`
+- *... and 22 more*
+
+## Configuration Files
+
+- `.\.gitlab-ci.yml`
+- `examples\requirements.txt`
+
+## Documentation
+
+- `.\AUTHORS`
+- `.\README`
+- `examples\README.md`
+
+## Test Directories
+
+- None detected
+
+## Warnings & Diagnostics
+
+1. 4 file extension(s) not in language registry: .build, .doap, .hook, .supp. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (4 not yet in registry):
+- `.build` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.doap` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.hook` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.supp` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:51.641268+00:00*

scan_hl7apy.md

@@ -0,0 +1,112 @@
+# Repository Scan Report — hl7apy
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:24 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | hl7apy |
+| Path | `C:\repos\v3\hl7apy` |
+| Purpose | hl7apy — Medical System (HL7apy) — 107 Python files |
+| Application Type | **Medical System** |
+| Primary Framework | HL7apy |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 163 |
+| Python Files | 107 |
+| Test Directories | 1 |
+| Entry Points | 7 |
+| Config Files | 3 |
+| Doc Files | 6 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- HTML
+- JavaScript
+- Python
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Markdown
+- ReStructuredText
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `examples\iti_21\client.py`
+- `examples\iti_21\server.py`
+- `hl7apy\__init__.py`
+- `hl7apy\core.py`
+- `hl7apy\exceptions.py`
+- `hl7apy\factories.py`
+- `hl7apy\parser.py`
+
+## Configuration Files
+
+- `.\setup.cfg`
+- `.\setup.py`
+- `docs\Makefile`
+
+## Documentation
+
+- `.\AUTHORS`
+- `.\LICENSE`
+- `.\README.md`
+- `docs\README`
+- `examples\iti_21\README`
+- `tests\README`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 1 file extension(s) not in language registry: .in. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (1 not yet in registry):
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:24.349573+00:00*

scan_kivy.md

@@ -0,0 +1,164 @@
+# Repository Scan Report — kivy
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:40 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | kivy |
+| Path | `C:\repos\v3\kivy` |
+| Purpose | kivy — Mobile Application (Kivy) — 511 Python files |
+| Application Type | **Mobile Application** |
+| Primary Framework | Kivy |
+| Secondary Frameworks | Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 1211 |
+| Python Files | 511 |
+| Test Directories | 1 |
+| Entry Points | 84 |
+| Config Files | 9 |
+| Doc Files | 13 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Audio File
+- C
+- Cython
+- Emacs Lisp
+- F#
+- OBJ 3D Model
+- Objective-C
+- Python
+- Shell
+- TOML
+- VimScript
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- PDF Document
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Python Build
+- Setuptools
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `examples\3Drendering\main.py`
+- `examples\RST_Editor\main.py`
+- `examples\android\compass\main.py`
+- `examples\android\takepicture\main.py`
+- `examples\animation\animate.py`
+- `examples\application\app_suite.py`
+- `examples\application\app_with_build.py`
+- `examples\application\app_with_config.py`
+- `examples\application\app_with_kv.py`
+- `examples\application\app_with_kv_in_template1.py`
+- `examples\async\asyncio_advanced.py`
+- `examples\async\asyncio_basic.py`
+- `examples\async\trio_advanced.py`
+- `examples\async\trio_basic.py`
+- `examples\audio\main.py`
+- `examples\camera\main.py`
+- `examples\canvas\antialiasing.py`
+- `examples\canvas\bezier.py`
+- `examples\canvas\canvas_stress.py`
+- `examples\canvas\fbo_canvas.py`
+- *... and 64 more*
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\pyproject.toml`
+- `.\setup.cfg`
+- `.\setup.py`
+- `doc\Makefile`
+- `examples\demo\multistroke\settings.py`
+- `examples\widgets\settings.py`
+- `kivy\config.py`
+- `kivy\uix\settings.py`
+
+## Documentation
+
+- `.\AUTHORS`
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `doc\README.md`
+- `doc\sources\examples\README`
+- `examples\demo\showcase\README.txt`
+- `examples\demo\showcase\data\icons\README`
+- `examples\demo\touchtracer\README.txt`
+- `examples\desktop_path_id\README.txt`
+- `examples\kinect\README.txt`
+- `kivy\lib\libtess2\LICENSE.txt`
+- `kivy\tools\image-testsuite\README.md`
+
+## Test Directories
+
+- `kivy\tests`
+
+## Warnings & Diagnostics
+
+1. 15 file extension(s) not in language registry: .atlas, .enc, .githook, .glsl, .in. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (15 not yet in registry):
+- `.atlas` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.enc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.githook` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.glsl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.inc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.jsa` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.json-tmlanguage` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.kv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mpg` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pxi` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.spec` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sty` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.tmlanguage` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.vs` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:40.742114+00:00*

scan_kubernetes_python.md

@@ -0,0 +1,154 @@
+# Repository Scan Report — kubernetes-python
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:51 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | kubernetes-python |
+| Path | `C:\repos\v3\kubernetes-python` |
+| Purpose | kubernetes-python — Container Orchestration (Kubernetes) — 1873 Python files |
+| Application Type | **Container Orchestration** |
+| Primary Framework | Kubernetes |
+| Secondary Frameworks | Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 3668 |
+| Python Files | 1873 |
+| Test Directories | 2 |
+| Entry Points | 43 |
+| Config Files | 13 |
+| Doc Files | 13 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Docker
+- Jupyter Notebook
+- Python
+- Shell
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+- Docker
+- GitLab CI
+- Travis CI
+- Kubernetes
+
+## Entry Points
+
+- `examples\annotate_deployment.py`
+- `examples\api_discovery.py`
+- `examples\apply_from_dict.py`
+- `examples\apply_from_directory.py`
+- `examples\apply_from_single_file.py`
+- `examples\cluster_scoped_custom_object.py`
+- `examples\cronjob_crud.py`
+- `examples\deployment_create.py`
+- `examples\deployment_crud.py`
+- `examples\duration-gep2257.py`
+- `examples\dynamic-client\accept_header.py`
+- `examples\dynamic-client\cluster_scoped_custom_resource.py`
+- `examples\dynamic-client\configmap.py`
+- `examples\dynamic-client\deployment_rolling_restart.py`
+- `examples\dynamic-client\namespaced_custom_resource.py`
+- `examples\dynamic-client\node.py`
+- `examples\dynamic-client\replication_controller.py`
+- `examples\dynamic-client\request_timeout.py`
+- `examples\dynamic-client\service.py`
+- `examples\enable_debug_logging.py`
+- *... and 23 more*
+
+## Configuration Files
+
+- `.\requirements.txt`
+- `.\setup.cfg`
+- `.\setup.py`
+- `doc\Makefile`
+- `examples\notebooks\docker\Dockerfile`
+- `kubernetes\.gitlab-ci.yml`
+- `kubernetes\setup.cfg`
+- `kubernetes\aio\.gitlab-ci.yml`
+- `kubernetes\aio\.travis.yml`
+- `kubernetes\aio\requirements.txt`
+- `kubernetes\aio\setup.cfg`
+- `kubernetes\aio\setup.py`
+- `kubernetes\base\.travis.yml`
+
+## Documentation
+
+- `.\CHANGELOG.md`
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `doc\README.md`
+- `examples\README.md`
+- `examples\notebooks\README.md`
+- `kubernetes\README.md`
+- `kubernetes\aio\README.md`
+- `kubernetes\base\CONTRIBUTING.md`
+- `kubernetes\base\LICENSE`
+- `kubernetes\base\README.md`
+- `kubernetes\base\leaderelection\README.md`
+
+## Test Directories
+
+- `kubernetes\aio\test`
+- `kubernetes\test`
+
+## Warnings & Diagnostics
+
+1. 4 file extension(s) not in language registry: .diff, .in, .orig, .unprocessed. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (4 not yet in registry):
+- `.diff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.orig` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.unprocessed` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:51.177170+00:00*

scan_librecad.md

@@ -0,0 +1,157 @@
+# Repository Scan Report — LibreCAD
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:22 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | LibreCAD |
+| Path | `C:\repos\v3\LibreCAD` |
+| Purpose | LibreCAD — Cad System — 1 Python files |
+| Application Type | **Cad System** |
+| Primary Framework | No Framework Detected |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 75% |
+| Overall | 88% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 4653 |
+| Python Files | 1 |
+| Test Directories | 4 |
+| Entry Points | 0 |
+| Config Files | 15 |
+| Doc Files | 13 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- AutoCAD Exchange
+- C
+- C++
+- CSS
+- HTML
+- PowerShell
+- Python
+- Salesforce Lightning
+- Shell
+- TOML
+- TypeScript
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- CMake
+
+## Technology Stack
+
+- Python
+- Travis CI
+- AWS
+
+## Entry Points
+
+- None detected
+
+## Configuration Files
+
+- `.\CMakeLists.txt`
+- `libraries\lciconengine\CMakeLists.txt`
+- `libraries\libdxfrw\.travis.yml`
+- `libraries\libdxfrw\CMakeLists.txt`
+- `plugins\CMakeLists.txt`
+- `plugins\align\CMakeLists.txt`
+- `plugins\asciifile\CMakeLists.txt`
+- `plugins\divide\CMakeLists.txt`
+- `plugins\gear\CMakeLists.txt`
+- `plugins\list\CMakeLists.txt`
+- `plugins\picfile\CMakeLists.txt`
+- `plugins\plotequation\CMakeLists.txt`
+- `plugins\pointstocsv\CMakeLists.txt`
+- `plugins\sameprop\CMakeLists.txt`
+- `plugins\sample\CMakeLists.txt`
+
+## Documentation
+
+- `.\CHANGELOG.md`
+- `.\LICENSE`
+- `.\README.md`
+- `desktop\graphics_icons_and_splash\Icon LibreCAD\README.md`
+- `desktop\graphics_icons_and_splash\Logo LibreCAD\README.md`
+- `desktop\graphics_icons_and_splash\Splash Screen LibreCAD\README.md`
+- `libraries\libdxfrw\AUTHORS`
+- `libraries\libdxfrw\README`
+- `libraries\libdxfrw\README.md`
+- `librecad\support\doc\README`
+- `librecad\ts\README.md`
+- `plugins\picfile\README`
+- `plugins\ts\README.md`
+
+## Test Directories
+
+- `librecad\src\lib\engine\document\entities\tests`
+- `librecad\src\lib\filters\tests`
+- `librecad\src\lib\math\tests`
+- `librecad\src\test`
+
+## Warnings & Diagnostics
+
+1. 22 file extension(s) not in language registry: .1, .ac, .astylerc, .dat, .desktop. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (22 not yet in registry):
+- `.1` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ac` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.astylerc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.desktop` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dox` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.icns` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.lff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mime` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.nsh` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.nsi` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.plugins` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pri` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pro` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.qhcp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.qhp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.qrc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.rc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.readme` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:22.161693+00:00*

scan_librosa.md

@@ -0,0 +1,121 @@
+# Repository Scan Report — librosa
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:29 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | librosa |
+| Path | `C:\repos\v3\librosa` |
+| Purpose | librosa — Audio Processing (librosa) — 78 Python files |
+| Application Type | **Audio Processing** |
+| Primary Framework | librosa |
+| Secondary Frameworks | Pytest |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 189 |
+| Python Files | 78 |
+| Test Directories | 1 |
+| Entry Points | 5 |
+| Config Files | 4 |
+| Doc Files | 7 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Audio File
+- CSS
+- HTML
+- Jupyter Notebook
+- Objective-C
+- Python
+- Shell
+- TOML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `.\setup.py`
+- `scripts\audit_docstring_examples.py`
+- `scripts\create_author_list.py`
+- `scripts\create_intervals.py`
+- `scripts\pull_dois.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `.\setup.cfg`
+- `.\setup.py`
+- `docs\Makefile`
+
+## Documentation
+
+- `.\AUTHORS.md`
+- `.\CONTRIBUTING.md`
+- `.\LICENSE.md`
+- `.\README.md`
+- `docs\examples\README.txt`
+- `docs\examples\audio\README.md`
+- `tests\README.md`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 4 file extension(s) not in language registry: .in, .msgpack, .pyi, .typed. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (4 not yet in registry):
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.msgpack` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pyi` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:29.782478+00:00*

scan_metpy.md

@@ -0,0 +1,152 @@
+# Repository Scan Report — MetPy
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:53 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | MetPy |
+| Path | `C:\repos\v3\MetPy` |
+| Purpose | MetPy — Climate Science (MetPy) — 180 Python files |
+| Application Type | **Climate Science** |
+| Primary Framework | MetPy |
+| Secondary Frameworks | Pytest |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 751 |
+| Python Files | 180 |
+| Test Directories | 1 |
+| Entry Points | 2 |
+| Config Files | 7 |
+| Doc Files | 12 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- Docker
+- HTML
+- JavaScript
+- Jupyter Notebook
+- NetCDF Scientific
+- Python
+- Ruby
+- Shapefile
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- PDF Document
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- NumPy Archive
+
+**Total model files: 19**
+
+## Build Systems
+
+- Python Build
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+- Docker
+- Jenkins
+
+## Entry Points
+
+- `ci\download_cartopy_maps.py`
+- `ci\filter_links.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `.\setup.cfg`
+- `benchmarks\Dockerfile`
+- `benchmarks\Jenkinsfile`
+- `ci\requirements.txt`
+- `docs\Makefile`
+- `tools\metar_parser\Makefile`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `docs\devel\CONTRIBUTING.md`
+- `examples\README.txt`
+- `examples\calculations\README.txt`
+- `examples\formats\README.txt`
+- `examples\gridding\README.txt`
+- `examples\plots\README.txt`
+- `examples\remote\README.txt`
+- `tools\README.md`
+- `tutorials\README.md`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 20 file extension(s) not in language registry: .ar2v, .cff, .cpg, .csv, .dbf. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (20 not yet in registry):
+- `.ar2v` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cpg` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dbf` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.gem` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.geojson` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.gini` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.grd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.last` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.nids` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.peg` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.prj` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sfc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.shx` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.snd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.spec` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.tbl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.wmo` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:53.114926+00:00*

scan_micropython.md

@@ -0,0 +1,396 @@
+# Repository Scan Report — micropython
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:32 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | micropython |
+| Path | `C:\repos\v3\micropython` |
+| Purpose | micropython — Embedded System (MicroPython) — 1937 Python files |
+| Application Type | **Embedded System** |
+| Primary Framework | MicroPython |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 6495 |
+| Python Files | 1937 |
+| Test Directories | 2 |
+| Entry Points | 17 |
+| Config Files | 184 |
+| Doc Files | 63 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Assembly
+- AutoCAD Exchange
+- C
+- C++
+- CSS
+- Docker
+- Embedded Binary
+- HTML
+- JavaScript
+- Protobuf
+- Python
+- Shell
+- TOML
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- OpenVINO Weights
+
+**Total model files: 8**
+
+## Build Systems
+
+- Python Build
+- Make
+- CMake
+
+## Technology Stack
+
+- Python
+- Docker
+
+## Entry Points
+
+- `examples\bluetooth\ble_advertising.py`
+- `examples\bluetooth\ble_bonding_peripheral.py`
+- `examples\bluetooth\ble_simple_central.py`
+- `examples\bluetooth\ble_simple_peripheral.py`
+- `examples\bluetooth\ble_temperature.py`
+- `examples\bluetooth\ble_temperature_central.py`
+- `examples\bluetooth\ble_uart_peripheral.py`
+- `examples\switch.py`
+- `examples\usb\usb_simple_host_pyusb.py`
+- `mpy-cross\mpy_cross\__main__.py`
+- `ports\alif\mcu\make-pins.py`
+- `ports\cc3200\boards\make-pins.py`
+- `ports\cc3200\tools\uniflash.py`
+- `ports\cc3200\tools\update-wipy.py`
+- `ports\esp32\boards\make-pins.py`
+- `tools\mpremote\mpremote\__main__.py`
+- `tools\mpremote\mpremote\main.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `docs\Makefile`
+- `docs\requirements.txt`
+- `examples\embedding\Makefile`
+- `examples\natmod\btree\Makefile`
+- `examples\natmod\deflate\Makefile`
+- `examples\natmod\features0\Makefile`
+- `examples\natmod\features1\Makefile`
+- `examples\natmod\features2\Makefile`
+- `examples\natmod\features3\Makefile`
+- `examples\natmod\features4\Makefile`
+- `examples\natmod\framebuf\Makefile`
+- `examples\natmod\heapq\Makefile`
+- `examples\natmod\random\Makefile`
+- `examples\natmod\re\Makefile`
+- `examples\usercmodule\micropython.cmake`
+- `examples\usercmodule\cexample\micropython.cmake`
+- `examples\usercmodule\cppexample\micropython.cmake`
+- `examples\usercmodule\subpackage\micropython.cmake`
+- `extmod\extmod.cmake`
+- `extmod\btstack\btstack.cmake`
+- `extmod\nimble\nimble.cmake`
+- `mpy-cross\Makefile`
+- `ports\alif\Makefile`
+- `ports\bare-arm\Makefile`
+- `ports\cc3200\Makefile`
+- `ports\esp32\CMakeLists.txt`
+- `ports\esp32\esp32_common.cmake`
+- `ports\esp32\Makefile`
+- `ports\esp32\boards\mpconfigboard_esp32c2_common.cmake`
+- `ports\esp32\boards\mpconfigboard_esp32c3_common.cmake`
+- `ports\esp32\boards\mpconfigboard_esp32c5_common.cmake`
+- `ports\esp32\boards\mpconfigboard_esp32c6_common.cmake`
+- `ports\esp32\boards\mpconfigboard_esp32p4_common.cmake`
+- `ports\esp32\boards\mpconfigboard_esp32s2_common.cmake`
+- `ports\esp32\boards\mpconfigboard_esp32s3_common.cmake`
+- `ports\esp32\boards\mpconfigboard_esp32_common.cmake`
+- `ports\esp32\boards\ARDUINO_NANO_ESP32\mpconfigboard.cmake`
+- `ports\esp32\boards\ESP32_GENERIC\mpconfigboard.cmake`
+- `ports\esp32\boards\ESP32_GENERIC\mpconfigvariant_D2WD.cmake`
+- `ports\esp32\boards\ESP32_GENERIC\mpconfigvariant_OTA.cmake`
+- `ports\esp32\boards\ESP32_GENERIC\mpconfigvariant_SPIRAM.cmake`
+- `ports\esp32\boards\ESP32_GENERIC\mpconfigvariant_UNICORE.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_C2\mpconfigboard.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_C2\mpconfigvariant_FLASH_2M.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_C3\mpconfigboard.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_C5\mpconfigboard.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_C6\mpconfigboard.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_P4\mpconfigboard.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_P4\mpconfigvariant_C5_WIFI.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_P4\mpconfigvariant_C6_WIFI.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_S2\mpconfigboard.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_S3\mpconfigboard.cmake`
+- `ports\esp32\boards\ESP32_GENERIC_S3\mpconfigvariant_SPIRAM_OCT.cmake`
+- `ports\esp32\boards\GARATRONIC_PYBSTICK26_ESP32C3\mpconfigboard.cmake`
+- `ports\esp32\boards\LILYGO_T3_S3\mpconfigboard.cmake`
+- `ports\esp32\boards\LILYGO_TTGO_LORA32\mpconfigboard.cmake`
+- `ports\esp32\boards\LOLIN_C3_MINI\mpconfigboard.cmake`
+- `ports\esp32\boards\LOLIN_S2_MINI\mpconfigboard.cmake`
+- `ports\esp32\boards\LOLIN_S2_PICO\mpconfigboard.cmake`
+- `ports\esp32\boards\M5STACK_ATOM\mpconfigboard.cmake`
+- `ports\esp32\boards\M5STACK_ATOMS3_LITE\mpconfigboard.cmake`
+- `ports\esp32\boards\M5STACK_NANOC6\mpconfigboard.cmake`
+- `ports\esp32\boards\OLIMEX_ESP32_EVB\mpconfigboard.cmake`
+- `ports\esp32\boards\OLIMEX_ESP32_POE\mpconfigboard.cmake`
+- `ports\esp32\boards\SEEED_XIAO_ESP32C6\mpconfigboard.cmake`
+- `ports\esp32\boards\SIL_MANT1S\mpconfigboard.cmake`
+- `ports\esp32\boards\SIL_WESP32\mpconfigboard.cmake`
+- `ports\esp32\boards\SOLDERED_NULA_MINI\mpconfigboard.cmake`
+- `ports\esp32\boards\SPARKFUN_IOT_REDBOARD_ESP32\mpconfigboard.cmake`
+- `ports\esp32\boards\SPARKFUN_THINGPLUS_ESP32C5\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_FEATHERS2\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_FEATHERS2NEO\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_FEATHERS3\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_FEATHERS3NEO\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_NANOS3\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_OMGS3\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_PROS3\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_RGBTOUCH_MINI\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_TINYC6\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_TINYPICO\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_TINYS2\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_TINYS3\mpconfigboard.cmake`
+- `ports\esp32\boards\UM_TINYWATCHS3\mpconfigboard.cmake`
+- `ports\esp32\main\CMakeLists.txt`
+- `ports\esp8266\Makefile`
+- `ports\mimxrt\Makefile`
+- `ports\minimal\Makefile`
+- `ports\nrf\Makefile`
+- `ports\pic16bit\Makefile`
+- `ports\powerpc\Makefile`
+- `ports\qemu\Dockerfile.riscv`
+- `ports\qemu\Makefile`
+- `ports\renesas-ra\Makefile`
+- `ports\rp2\CMakeLists.txt`
+- `ports\rp2\Makefile`
+- `ports\rp2\boards\ADAFRUIT_FEATHER_RP2040\mpconfigboard.cmake`
+- `ports\rp2\boards\ADAFRUIT_FEATHER_RP2350\mpconfigboard.cmake`
+- `ports\rp2\boards\ADAFRUIT_FEATHER_RP2350\mpconfigvariant.cmake`
+- `ports\rp2\boards\ADAFRUIT_FEATHER_RP2350\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\ADAFRUIT_ITSYBITSY_RP2040\mpconfigboard.cmake`
+- `ports\rp2\boards\ADAFRUIT_QTPY_RP2040\mpconfigboard.cmake`
+- `ports\rp2\boards\ARDUINO_NANO_RP2040_CONNECT\mpconfigboard.cmake`
+- `ports\rp2\boards\CYTRON_MOTION_2350_PRO\mpconfigboard.cmake`
+- `ports\rp2\boards\CYTRON_MOTION_2350_PRO\mpconfigvariant.cmake`
+- `ports\rp2\boards\CYTRON_MOTION_2350_PRO\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\CYTRON_NANOXRP_CONTROLLER\mpconfigboard.cmake`
+- `ports\rp2\boards\GARATRONIC_PYBSTICK26_RP2040\mpconfigboard.cmake`
+- `ports\rp2\boards\MACHDYNE_WERKZEUG\mpconfigboard.cmake`
+- `ports\rp2\boards\NULLBITS_BIT_C_PRO\mpconfigboard.cmake`
+- `ports\rp2\boards\PIMORONI_PICOLIPO\mpconfigboard.cmake`
+- `ports\rp2\boards\PIMORONI_PICOLIPO\mpconfigvariant.cmake`
+- `ports\rp2\boards\PIMORONI_PICOLIPO\mpconfigvariant_FLASH_16M.cmake`
+- `ports\rp2\boards\PIMORONI_TINY2040\mpconfigboard.cmake`
+- `ports\rp2\boards\PIMORONI_TINY2040\mpconfigvariant.cmake`
+- `ports\rp2\boards\PIMORONI_TINY2040\mpconfigvariant_FLASH_8M.cmake`
+- `ports\rp2\boards\POLOLU_3PI_2040_ROBOT\mpconfigboard.cmake`
+- `ports\rp2\boards\POLOLU_ZUMO_2040_ROBOT\mpconfigboard.cmake`
+- `ports\rp2\boards\RPI_PICO\mpconfigboard.cmake`
+- `ports\rp2\boards\RPI_PICO2\mpconfigboard.cmake`
+- `ports\rp2\boards\RPI_PICO2\mpconfigvariant.cmake`
+- `ports\rp2\boards\RPI_PICO2\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\RPI_PICO2_W\mpconfigboard.cmake`
+- `ports\rp2\boards\RPI_PICO2_W\mpconfigvariant.cmake`
+- `ports\rp2\boards\RPI_PICO2_W\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\RPI_PICO_W\mpconfigboard.cmake`
+- `ports\rp2\boards\SEEED_XIAO_RP2040\mpconfigboard.cmake`
+- `ports\rp2\boards\SEEED_XIAO_RP2350\mpconfigboard.cmake`
+- `ports\rp2\boards\SEEED_XIAO_RP2350\mpconfigvariant.cmake`
+- `ports\rp2\boards\SEEED_XIAO_RP2350\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\SIL_RP2040_SHIM\mpconfigboard.cmake`
+- `ports\rp2\boards\SOLDERED_NULA_MAX_RP2350\mpconfigboard.cmake`
+- `ports\rp2\boards\SOLDERED_NULA_MAX_RP2350\mpconfigvariant.cmake`
+- `ports\rp2\boards\SOLDERED_NULA_MAX_RP2350\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\SPARKFUN_IOTNODE_LORAWAN_RP2350\mpconfigboard.cmake`
+- `ports\rp2\boards\SPARKFUN_IOTNODE_LORAWAN_RP2350\mpconfigvariant.cmake`
+- `ports\rp2\boards\SPARKFUN_IOTNODE_LORAWAN_RP2350\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\SPARKFUN_IOTREDBOARD_RP2350\mpconfigboard.cmake`
+- `ports\rp2\boards\SPARKFUN_IOTREDBOARD_RP2350\mpconfigvariant.cmake`
+- `ports\rp2\boards\SPARKFUN_IOTREDBOARD_RP2350\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\SPARKFUN_PROMICRO\mpconfigboard.cmake`
+- `ports\rp2\boards\SPARKFUN_PROMICRO_RP2350\mpconfigboard.cmake`
+- `ports\rp2\boards\SPARKFUN_PROMICRO_RP2350\mpconfigvariant.cmake`
+- `ports\rp2\boards\SPARKFUN_PROMICRO_RP2350\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\SPARKFUN_THINGPLUS\mpconfigboard.cmake`
+- `ports\rp2\boards\SPARKFUN_THINGPLUS_RP2350\mpconfigboard.cmake`
+- `ports\rp2\boards\SPARKFUN_THINGPLUS_RP2350\mpconfigvariant.cmake`
+- `ports\rp2\boards\SPARKFUN_THINGPLUS_RP2350\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\SPARKFUN_XRP_CONTROLLER\mpconfigboard.cmake`
+- `ports\rp2\boards\SPARKFUN_XRP_CONTROLLER\mpconfigvariant.cmake`
+- `ports\rp2\boards\SPARKFUN_XRP_CONTROLLER\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\SPARKFUN_XRP_CONTROLLER_BETA\mpconfigboard.cmake`
+- `ports\rp2\boards\W5100S_EVB_PICO\mpconfigboard.cmake`
+- `ports\rp2\boards\W5500_EVB_PICO\mpconfigboard.cmake`
+- `ports\rp2\boards\WAVESHARE_RP2040_LCD_0_96\mpconfigboard.cmake`
+- `ports\rp2\boards\WAVESHARE_RP2040_PLUS\mpconfigboard.cmake`
+- `ports\rp2\boards\WAVESHARE_RP2040_PLUS\mpconfigvariant.cmake`
+- `ports\rp2\boards\WAVESHARE_RP2040_PLUS\mpconfigvariant_FLASH_16M.cmake`
+- `ports\rp2\boards\WAVESHARE_RP2040_ZERO\mpconfigboard.cmake`
+- `ports\rp2\boards\WAVESHARE_RP2350B_CORE\mpconfigboard.cmake`
+- `ports\rp2\boards\WAVESHARE_RP2350B_CORE\mpconfigvariant.cmake`
+- `ports\rp2\boards\WAVESHARE_RP2350B_CORE\mpconfigvariant_RISCV.cmake`
+- `ports\rp2\boards\WEACTSTUDIO\mpconfigboard.cmake`
+- `ports\rp2\boards\WEACTSTUDIO\mpconfigvariant.cmake`
+- `ports\rp2\boards\WEACTSTUDIO\mpconfigvariant_FLASH_2M.cmake`
+- `ports\rp2\boards\WEACTSTUDIO\mpconfigvariant_FLASH_4M.cmake`
+- `ports\rp2\boards\WEACTSTUDIO\mpconfigvariant_FLASH_8M.cmake`
+- `ports\rp2\boards\WEACTSTUDIO_RP2350B_CORE\mpconfigboard.cmake`
+- `ports\rp2\boards\WEACTSTUDIO_RP2350B_CORE\mpconfigvariant.cmake`
+- `ports\rp2\boards\WEACTSTUDIO_RP2350B_CORE\mpconfigvariant_RISCV.cmake`
+- `ports\samd\Makefile`
+- `ports\stm32\Makefile`
+- `ports\stm32\mboot\Makefile`
+- `ports\unix\Makefile`
+- `ports\webassembly\Makefile`
+- `ports\windows\Makefile`
+- `ports\zephyr\CMakeLists.txt`
+- `py\mkrules.cmake`
+- `py\py.cmake`
+- `py\usermod.cmake`
+- `tests\assets\Makefile`
+- `tests\micropython\import_mpy_native_gc_module\Makefile`
+- `tools\mpremote\pyproject.toml`
+- `tools\mpremote\requirements.txt`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `docs\README.md`
+- `drivers\README.md`
+- `drivers\esp-hosted\README.md`
+- `examples\SDdatalogger\README.md`
+- `examples\embedding\README.md`
+- `examples\hwapi\README.md`
+- `examples\natmod\README.md`
+- `examples\usb\README.md`
+- `examples\usercmodule\subpackage\README.md`
+- `lib\README.md`
+- `lib\libm_dbl\README`
+- `lib\littlefs\README.md`
+- `lib\mbedtls_errors\README.md`
+- `mpy-cross\README.md`
+- `ports\alif\README.md`
+- `ports\bare-arm\README.md`
+- `ports\cc3200\README.md`
+- `ports\embed\README.md`
+- `ports\esp32\README.md`
+- `ports\esp32\lockfiles\README.md`
+- `ports\esp8266\README.md`
+- `ports\mimxrt\README.md`
+- `ports\minimal\README.md`
+- `ports\nrf\README.md`
+- `ports\nrf\boards\MICROBIT\modules\AUTHORS`
+- `ports\nrf\boards\MICROBIT\modules\LICENSE`
+- `ports\nrf\boards\NRF52840_MDK_USB_DONGLE\README.md`
+- `ports\powerpc\README.md`
+- `ports\qemu\README.md`
+- `ports\renesas-ra\README.md`
+- `ports\renesas-ra\boards\VK_RA6M5\README.md`
+- `ports\rp2\README.md`
+- `ports\rp2\boards\NULLBITS_BIT_C_PRO\README.md`
+- `ports\rp2\boards\WEACTSTUDIO\README.md`
+- `ports\samd\README.md`
+- `ports\samd\mboot\LICENSE`
+- `ports\samd\mboot\README.md`
+- `ports\stm32\README.md`
+- `ports\stm32\boards\LEGO_HUB_NO6\README.md`
+- `ports\stm32\boards\LEGO_HUB_NO7\README.md`
+- `ports\stm32\boards\OLIMEX_H407\README.md`
+- `ports\stm32\boards\WEACT_F411_BLACKPILL\README.md`
+- `ports\stm32\mboot\README.md`
+- `ports\unix\README.md`
+- `ports\webassembly\README.md`
+- `ports\windows\README.md`
+- `ports\zephyr\README.md`
+- `shared\README.md`
+- `shared\memzip\README.md`
+- `tests\README.md`
+- `tests\assets\README.md`
+- `tests\feature_check\README`
+- `tests\jni\README`
+- `tests\net_hosted\README`
+- `tests\net_inet\README`
+- `tests\target_wiring\README.md`
+- `tools\make_pinout_diagram\README.md`
+- `tools\mpremote\LICENSE`
+- `tools\mpremote\README.md`
+- `tools\mpremote\tests\README.md`
+
+## Test Directories
+
+- `tests`
+- `tools\mpremote\tests`
+
+## Warnings & Diagnostics
+
+1. 48 file extension(s) not in language registry: .240mhz, .base, .ble, .board, .c2. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (48 not yet in registry):
+- `.240mhz` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.base` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ble` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.board` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.c2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.c3` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.c6` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cmake` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.d2wd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.der` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.diff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.esp32` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.esp32c2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.esp32c3` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.esp32c5` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.esp32c6` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.esp32p4` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.esp32s2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.esp32s3` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:32.933094+00:00*

scan_napalm.md

@@ -0,0 +1,128 @@
+# Repository Scan Report — napalm
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:30 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | napalm |
+| Path | `C:\repos\v3\napalm` |
+| Purpose | napalm — Network Tool (NAPALM) — 113 Python files |
+| Application Type | **Network Tool** |
+| Primary Framework | NAPALM |
+| Secondary Frameworks | Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 1738 |
+| Python Files | 113 |
+| Test Directories | 3 |
+| Entry Points | 5 |
+| Config Files | 7 |
+| Doc Files | 3 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Docker
+- Python
+- Shell
+- TOML
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Python Build
+
+## Technology Stack
+
+- Python
+- Docker
+- Vagrant
+- Ansible
+
+## Entry Points
+
+- `docs\tutorials\sample_scripts\load_replace.py`
+- `napalm\base\clitools\cl_napalm.py`
+- `napalm\base\clitools\cl_napalm_configure.py`
+- `napalm\base\clitools\cl_napalm_test.py`
+- `napalm\base\clitools\cl_napalm_validate.py`
+
+## Configuration Files
+
+- `.\Dockerfile`
+- `.\Makefile`
+- `.\pyproject.toml`
+- `docs\Makefile`
+- `docs\tutorials\Vagrantfile`
+- `test\base\requirements.txt`
+- `vagrant\Vagrantfile`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+
+## Test Directories
+
+- `docs\support\tests`
+- `napalm\base\test`
+- `test`
+
+## Warnings & Diagnostics
+
+1. 10 file extension(s) not in language registry: .0, .1, .2, .3, .diff. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (10 not yet in registry):
+- `.0` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.1` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.3` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.diff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.j2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.rpc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.text` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.tpl` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:30.863676+00:00*

scan_netmiko.md

@@ -0,0 +1,120 @@
+# Repository Scan Report — netmiko
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:30 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | netmiko |
+| Path | `C:\repos\v3\netmiko` |
+| Purpose | netmiko — Network Tool (Netmiko) — 346 Python files |
+| Application Type | **Network Tool** |
+| Primary Framework | Netmiko |
+| Secondary Frameworks | Pytest |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 780 |
+| Python Files | 346 |
+| Test Directories | 1 |
+| Entry Points | 7 |
+| Config Files | 2 |
+| Doc Files | 7 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- HTML
+- Python
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- JSON
+- Log File
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `examples_old\case16_concurrency\processes_netmiko.py`
+- `examples_old\case16_concurrency\processes_netmiko_queue.py`
+- `examples_old\case16_concurrency\threads_netmiko.py`
+- `examples_old\case18_structured_data_genie\genie_show_mac_nxos.py`
+- `examples_old\case18_structured_data_genie\genie_show_platform_iosxr.py`
+- `examples_old\case18_structured_data_genie\genie_textfsm_combined_ex1.py`
+- `examples_old\case18_structured_data_genie\genie_textfsm_combined_ex2.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `tests\performance\requirements.txt`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `netmiko\_telnetlib\LICENSE`
+- `netmiko\_telnetlib\README.md`
+- `netmiko\mikrotik\README.md`
+- `tests\test_nokia_srl\README.md`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 8 file extension(s) not in language registry: .csv, .example, .j2, .stderr, .template. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (8 not yet in registry):
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.example` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.j2` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.stderr` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.template` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ttp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.yml_example` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:30.723892+00:00*

scan_networkx.md

@@ -0,0 +1,161 @@
+# Repository Scan Report — networkx
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:32 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | networkx |
+| Path | `C:\repos\v3\networkx` |
+| Purpose | networkx — Graph Analytics (NetworkX) — 690 Python files |
+| Application Type | **Graph Analytics** |
+| Primary Framework | NetworkX |
+| Secondary Frameworks | Pytest |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 955 |
+| Python Files | 690 |
+| Test Directories | 25 |
+| Entry Points | 1 |
+| Config Files | 3 |
+| Doc Files | 19 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- GeoPackage
+- HTML
+- JavaScript
+- Python
+- Shapefile
+- Shell
+- TOML
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+- Make
+
+## Technology Stack
+
+- Python
+- AWS
+
+## Entry Points
+
+- `examples\external\javascript_force.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `benchmarks\pyproject.toml`
+- `doc\Makefile`
+
+## Documentation
+
+- `.\CONTRIBUTING.rst`
+- `.\LICENSE.txt`
+- `.\README.rst`
+- `benchmarks\README.md`
+- `doc\README.rst`
+- `doc\_static\README.md`
+- `examples\3d_drawing\README.txt`
+- `examples\README.txt`
+- `examples\algorithms\README.txt`
+- `examples\basic\README.txt`
+- `examples\drawing\README.txt`
+- `examples\external\README.txt`
+- `examples\external\force\README.txt`
+- `examples\geospatial\README.txt`
+- `examples\graph\README.txt`
+- `examples\graphviz_drawing\README.txt`
+- `examples\graphviz_layout\README.txt`
+- `examples\subclass\README.txt`
+- `requirements\README.md`
+
+## Test Directories
+
+- `networkx\algorithms\approximation\tests`
+- `networkx\algorithms\assortativity\tests`
+- `networkx\algorithms\bipartite\tests`
+- `networkx\algorithms\centrality\tests`
+- `networkx\algorithms\coloring\tests`
+- `networkx\algorithms\community\tests`
+- `networkx\algorithms\components\tests`
+- `networkx\algorithms\connectivity\tests`
+- `networkx\algorithms\flow\tests`
+- `networkx\algorithms\isomorphism\tests`
+- `networkx\algorithms\link_analysis\tests`
+- `networkx\algorithms\minors\tests`
+- `networkx\algorithms\operators\tests`
+- `networkx\algorithms\shortest_paths\tests`
+- `networkx\algorithms\tests`
+- `networkx\algorithms\traversal\tests`
+- `networkx\algorithms\tree\tests`
+- `networkx\classes\tests`
+- `networkx\drawing\tests`
+- `networkx\generators\tests`
+- `networkx\linalg\tests`
+- `networkx\readwrite\json_graph\tests`
+- `networkx\readwrite\tests`
+- `networkx\tests`
+- `networkx\utils\tests`
+
+## Warnings & Diagnostics
+
+1. 12 file extension(s) not in language registry: .a99, .b99, .dbf, .edgelist, .geojson. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (12 not yet in registry):
+- `.a99` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.b99` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dbf` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.edgelist` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.geojson` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.inc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mbox` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.prj` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sbn` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sbx` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.shx` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:32.492860+00:00*

scan_nginx.md

@@ -0,0 +1,114 @@
+# Repository Scan Report — nginx
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:01 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | nginx |
+| Path | `C:\repos\v3\nginx` |
+| Purpose | nginx — Web Server — C, C++, HTML repository |
+| Application Type | **Web Server** |
+| Primary Framework | No Framework Detected |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 75% |
+| Overall | 88% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 517 |
+| Python Files | 0 |
+| Test Directories | 0 |
+| Entry Points | 0 |
+| Config Files | 0 |
+| Doc Files | 5 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- C
+- C++
+- HTML
+- Perl
+- Shell
+- VimScript
+- XML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Markdown
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- None detected
+
+## Technology Stack
+
+- None detected
+
+## Entry Points
+
+- None detected
+
+## Configuration Files
+
+- None detected
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `contrib\README`
+- `misc\README`
+
+## Test Directories
+
+- None detected
+
+## Warnings & Diagnostics
+
+1. No dependency files or configuration files found. Classification based on file extensions only.
+2. 12 file extension(s) not in language registry: .8, .bcc, .dtd, .il, .msvc. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (12 not yet in registry):
+- `.8` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bcc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dtd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.il` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.msvc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.owc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.rc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.types` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.xpm` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.xs` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.xsls` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.xslt` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:01.878206+00:00*

scan_nltk.md

@@ -0,0 +1,138 @@
+# Repository Scan Report — nltk
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:29 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | nltk |
+| Path | `C:\repos\v3\nltk` |
+| Purpose | nltk — Nlp Tool (NLTK) — 386 Python files |
+| Application Type | **Nlp Tool** |
+| Primary Framework | NLTK |
+| Secondary Frameworks | Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 519 |
+| Python Files | 386 |
+| Test Directories | 1 |
+| Entry Points | 43 |
+| Config Files | 6 |
+| Doc Files | 4 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- HTML
+- Jupyter Notebook
+- Python
+- Shell
+- TOML
+- XML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Setuptools
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `nltk\app\chartparser_app.py`
+- `nltk\app\chunkparser_app.py`
+- `nltk\app\collocations_app.py`
+- `nltk\app\concordance_app.py`
+- `nltk\app\nemo_app.py`
+- `nltk\app\rdparser_app.py`
+- `nltk\app\srparser_app.py`
+- `nltk\app\wordfreq_app.py`
+- `nltk\app\wordnet_app.py`
+- `nltk\ccg\chart.py`
+- `nltk\chat\eliza.py`
+- `nltk\chat\iesha.py`
+- `nltk\chat\rude.py`
+- `nltk\chat\suntsu.py`
+- `nltk\chat\zen.py`
+- `nltk\chunk\named_entity.py`
+- `nltk\chunk\regexp.py`
+- `nltk\chunk\util.py`
+- `nltk\classify\decisiontree.py`
+- `nltk\classify\maxent.py`
+- *... and 23 more*
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\requirements-test.txt`
+- `.\setup.cfg`
+- `.\setup.py`
+- `nltk\test\Makefile`
+- `web\Makefile`
+
+## Documentation
+
+- `.\AUTHORS.md`
+- `.\CONTRIBUTING.md`
+- `.\LICENSE.txt`
+- `.\README.md`
+
+## Test Directories
+
+- `nltk\test`
+
+## Warnings & Diagnostics
+
+1. 7 file extension(s) not in language registry: .cff, .doctest, .doctest_latin1, .fol, .in. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (7 not yet in registry):
+- `.cff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.doctest` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.doctest_latin1` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fol` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ref` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.tiff` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:29.522725+00:00*

scan_odoo.md

@@ -0,0 +1,798 @@
+# Repository Scan Report — odoo
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:18 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | odoo |
+| Path | `C:\repos\v3\odoo` |
+| Purpose | odoo — Erp System (Odoo) — 8404 Python files |
+| Application Type | **Erp System** |
+| Primary Framework | Odoo |
+| Secondary Frameworks | Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 47562 |
+| Python Files | 8404 |
+| Test Directories | 580 |
+| Entry Points | 106 |
+| Config Files | 6 |
+| Doc Files | 64 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Audio File
+- CSS
+- HTML
+- JavaScript
+- Python
+- SASS
+- SCSS
+- SQL
+- Shell
+- TOML
+- TypeScript
+- XML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Excel Spreadsheet
+- Gettext Translation
+- JSON
+- Markdown
+- PDF Document
+- ReStructuredText
+- Text
+- Word Document
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Setuptools
+
+## Technology Stack
+
+- Python
+- PostgreSQL
+
+## Entry Points
+
+- `addons\auth_oauth\controllers\main.py`
+- `addons\auth_passkey\controllers\main.py`
+- `addons\auth_signup\controllers\main.py`
+- `addons\auth_timeout\controllers\main.py`
+- `addons\base_automation\controllers\main.py`
+- `addons\base_import\controllers\main.py`
+- `addons\base_import_module\controllers\main.py`
+- `addons\base_setup\controllers\main.py`
+- `addons\board\controllers\main.py`
+- `addons\bus\controllers\main.py`
+- `addons\calendar\controllers\main.py`
+- `addons\crm\controllers\main.py`
+- `addons\event\controllers\main.py`
+- `addons\google_account\controllers\main.py`
+- `addons\google_calendar\controllers\main.py`
+- `addons\google_gmail\controllers\main.py`
+- `addons\hr_attendance\controllers\main.py`
+- `addons\hr_holidays\controllers\main.py`
+- `addons\hr_recruitment_survey\controllers\main.py`
+- `addons\hr_skills\controllers\main.py`
+- *... and 86 more*
+
+## Configuration Files
+
+- `.\requirements.txt`
+- `.\setup.cfg`
+- `.\setup.py`
+- `addons\iot_box_image\configuration\requirements.txt`
+- `addons\mail\controllers\discuss\settings.py`
+- `odoo\tools\config.py`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `addons\account\README.md`
+- `addons\auth_ldap\README.rst`
+- `addons\auth_passkey\_vendor\webauthn\LICENSE`
+- `addons\base_geolocalize\README.md`
+- `addons\crm\README.md`
+- `addons\hr\README.md`
+- `addons\hr_recruitment\README.md`
+- `addons\hr_recruitment_survey\README.md`
+- `addons\html_editor\static\lib\cropperjs\LICENSE`
+- `addons\html_editor\static\lib\diff2html\LICENSE`
+- `addons\html_editor\static\lib\webgl-image-filter\LICENSE`
+- `addons\l10n_nl\README.md`
+- `addons\l10n_pe\README.rst`
+- `addons\mail\README.md`
+- `addons\mail\push-to-talk-extension\README.md`
+- `addons\mass_mailing\README.md`
+- `addons\mrp\README.md`
+- `addons\payment_adyen\README.md`
+- `addons\payment_aps\README.md`
+- `addons\payment_asiapay\README.md`
+- `addons\payment_authorize\README.md`
+- `addons\payment_buckaroo\README.md`
+- `addons\payment_custom\README.md`
+- `addons\payment_demo\README.md`
+- `addons\payment_dpo\README.md`
+- `addons\payment_ecpay\README.md`
+- `addons\payment_flutterwave\README.md`
+- `addons\payment_iyzico\README.md`
+- `addons\payment_mercado_pago\README.md`
+- `addons\payment_mollie\README.md`
+- `addons\payment_nuvei\README.md`
+- `addons\payment_paymob\README.md`
+- `addons\payment_paypal\README.md`
+- `addons\payment_razorpay\README.md`
+- `addons\payment_redsys\README.md`
+- `addons\payment_stripe\README.md`
+- `addons\payment_toss_payments\README.md`
+- `addons\payment_worldline\README.md`
+- `addons\payment_xendit\README.md`
+- `addons\point_of_sale\README.md`
+- `addons\project\README.md`
+- `addons\purchase\README.md`
+- `addons\sale\README.md`
+- `addons\web\static\fonts\google\Open_Sans\LICENSE.txt`
+- `addons\web\static\fonts\google\Roboto\LICENSE.txt`
+- `addons\web\static\lib\bootstrap\LICENSE`
+- `addons\web\static\lib\fullcalendar\LICENSE.md`
+- `addons\web\static\lib\odoo_ui_icons\LICENSE.md`
+- `addons\web\static\lib\pdfjs\LICENSE`
+- `addons\web\static\lib\pdfjs\web\cmaps\LICENSE`
+- `addons\web\static\lib\stacktracejs\LICENSE`
+- `addons\web\static\lib\zxing-library\LICENSE`
+- `addons\website\README.md`
+- `addons\website\static\lib\multirange\LICENSE`
+- `addons\website_blog\README.md`
+- `addons\website_crm\README.md`
+- `addons\website_event\README.md`
+- `addons\website_event_track\README.md`
+- `addons\website_hr_recruitment\README.md`
+- `addons\website_sale\README.md`
+- `setup\win32\static\doc\LICENSE`
+
+## Test Directories
+
+- `addons\account\static\tests`
+- `addons\account\tests`
+- `addons\account_check_printing\tests`
+- `addons\account_debit_note\tests`
+- `addons\account_edi\tests`
+- `addons\account_edi_ubl_cii\tests`
+- `addons\account_fleet\tests`
+- `addons\account_payment\static\tests`
+- `addons\account_payment\tests`
+- `addons\account_peppol\tests`
+- `addons\account_peppol_response\tests`
+- `addons\account_qr_code_sepa\tests`
+- `addons\account_tax_python\tests`
+- `addons\account_update_tax_tags\tests`
+- `addons\analytic\static\tests`
+- `addons\analytic\tests`
+- `addons\api_doc\tests`
+- `addons\attachment_indexation\tests`
+- `addons\auth_ldap\tests`
+- `addons\auth_passkey\static\tests`
+- `addons\auth_passkey\tests`
+- `addons\auth_passkey_portal\static\tests`
+- `addons\auth_passkey_portal\tests`
+- `addons\auth_signup\tests`
+- `addons\auth_timeout\static\tests`
+- `addons\auth_timeout\tests`
+- `addons\auth_totp\static\tests`
+- `addons\auth_totp\tests`
+- `addons\auth_totp_mail\static\tests`
+- `addons\auth_totp_mail\tests`
+- `addons\auth_totp_portal\static\tests`
+- `addons\auth_totp_portal\tests`
+- `addons\barcodes\static\tests`
+- `addons\barcodes\tests`
+- `addons\barcodes_gs1_nomenclature\static\src\js\tests`
+- `addons\barcodes_gs1_nomenclature\tests`
+- `addons\base_address_extended\tests`
+- `addons\base_automation\static\tests`
+- `addons\base_automation\tests`
+- `addons\base_geolocalize\tests`
+- `addons\base_iban\static\src\tests`
+- `addons\base_import\static\tests`
+- `addons\base_import_module\tests`
+- `addons\base_setup\tests`
+- `addons\base_sparse_field\tests`
+- `addons\base_vat\tests`
+- `addons\board\static\tests`
+- `addons\bus\static\tests`
+- `addons\bus\tests`
+- `addons\calendar\static\tests`
+- `addons\calendar\tests`
+- `addons\calendar_sms\tests`
+- `addons\certificate\tests`
+- `addons\cloud_storage\tests`
+- `addons\cloud_storage_azure\tests`
+- `addons\cloud_storage_google\tests`
+- `addons\contacts\static\tests`
+- `addons\contacts\tests`
+- `addons\crm\static\tests`
+- `addons\crm\tests`
+- `addons\crm_iap_enrich\tests`
+- `addons\crm_iap_mine\tests`
+- `addons\crm_livechat\static\tests`
+- `addons\crm_livechat\tests`
+- `addons\crm_mail_plugin\tests`
+- `addons\crm_sms\tests`
+- `addons\data_recycle\tests`
+- `addons\delivery\tests`
+- `addons\delivery_stock_picking_batch\tests`
+- `addons\digest\tests`
+- `addons\event\tests`
+- `addons\event_booth\tests`
+- `addons\event_booth_sale\tests`
+- `addons\event_crm\static\tests`
+- `addons\event_crm\tests`
+- `addons\event_crm_sale\tests`
+- `addons\event_product\tests`
+- `addons\event_sale\static\tests`
+- `addons\event_sale\tests`
+- `addons\event_sms\tests`
+- `addons\fleet\tests`
+- `addons\gamification\tests`
+- `addons\google_address_autocomplete\static\tests`
+- `addons\google_address_autocomplete\tests`
+- `addons\google_calendar\static\tests`
+- `addons\google_calendar\tests`
+- `addons\google_gmail\tests`
+- `addons\hr\static\tests`
+- `addons\hr\tests`
+- `addons\hr_attendance\static\tests`
+- `addons\hr_attendance\tests`
+- `addons\hr_calendar\static\tests`
+- `addons\hr_calendar\tests`
+- `addons\hr_expense\static\tests`
+- `addons\hr_expense\tests`
+- `addons\hr_fleet\tests`
+- `addons\hr_gamification\static\tests`
+- `addons\hr_gamification\tests`
+- `addons\hr_holidays\static\tests`
+- `addons\hr_holidays\tests`
+- `addons\hr_holidays_attendance\tests`
+- `addons\hr_holidays_homeworking\static\tests`
+- `addons\hr_homeworking\static\tests`
+- `addons\hr_homeworking\tests`
+- `addons\hr_homeworking_calendar\static\tests`
+- `addons\hr_homeworking_calendar\tests`
+- `addons\hr_org_chart\static\tests`
+- `addons\hr_org_chart\tests`
+- `addons\hr_recruitment\static\tests`
+- `addons\hr_recruitment\tests`
+- `addons\hr_recruitment_skills\tests`
+- `addons\hr_recruitment_survey\tests`
+- `addons\hr_skills\static\tests`
+- `addons\hr_skills\tests`
+- `addons\hr_skills_slides\tests`
+- `addons\hr_skills_survey\tests`
+- `addons\hr_timesheet\static\tests`
+- `addons\hr_timesheet\tests`
+- `addons\hr_timesheet_attendance\tests`
+- `addons\hr_work_entry\static\tests`
+- `addons\hr_work_entry\tests`
+- `addons\hr_work_entry_holidays\tests`
+- `addons\html_builder\static\tests`
+- `addons\html_builder\tests`
+- `addons\html_editor\static\tests`
+- `addons\html_editor\tests`
+- `addons\http_routing\tests`
+- `addons\iap\tests`
+- `addons\im_livechat\static\tests`
+- `addons\im_livechat\tests`
+- `addons\l10n_account_edi_ubl_cii_tests\tests`
+- `addons\l10n_account_withholding_tax\tests`
+- `addons\l10n_anz_ubl_pint\tests`
+- `addons\l10n_ar\tests`
+- `addons\l10n_ar_pos\static\tests`
+- `addons\l10n_ar_pos\tests`
+- `addons\l10n_ar_stock\tests`
+- `addons\l10n_ar_website_sale\tests`
+- `addons\l10n_ar_withholding\tests`
+- `addons\l10n_be_pos_sale\static\tests`
+- `addons\l10n_be_pos_sale\tests`
+- `addons\l10n_br\tests`
+- `addons\l10n_ch\tests`
+- `addons\l10n_ch_pos\tests`
+- `addons\l10n_cl\tests`
+- `addons\l10n_cz\tests`
+- `addons\l10n_de\tests`
+- `addons\l10n_dk_nemhandel\tests`
+- `addons\l10n_dk_oioubl\tests`
+- `addons\l10n_ec\tests`
+- `addons\l10n_ec_sale\tests`
+- `addons\l10n_eg_edi_eta\tests`
+- `addons\l10n_es_edi_facturae\tests`
+- `addons\l10n_es_edi_sii\tests`
+- `addons\l10n_es_edi_tbai\tests`
+- `addons\l10n_es_edi_tbai_pos\tests`
+- `addons\l10n_es_edi_verifactu\tests`
+- `addons\l10n_es_edi_verifactu_pos\tests`
+- `addons\l10n_es_pos\static\tests`
+- `addons\l10n_es_pos\tests`
+- `addons\l10n_eu_oss\tests`
+- `addons\l10n_fi\tests`
+- `addons\l10n_fr_account\tests`
+- `addons\l10n_fr_facturx_chorus_pro\tests`
+- `addons\l10n_fr_hr_holidays\tests`
+- `addons\l10n_fr_hr_work_entry_holidays\tests`
+- `addons\l10n_fr_pdp\tests`
+- `addons\l10n_fr_pos_cert\static\tests`
+- `addons\l10n_fr_pos_cert\tests`
+- `addons\l10n_gcc_invoice\tests`
+- `addons\l10n_gcc_pos\tests`
+- `addons\l10n_gr_edi\tests`
+- `addons\l10n_hk\tests`
+- `addons\l10n_hr_edi\tests`
+- `addons\l10n_hu_edi\tests`
+- `addons\l10n_id\tests`
+- `addons\l10n_id_efaktur_coretax\tests`
+- `addons\l10n_id_pos\static\tests`
+- `addons\l10n_id_pos\tests`
+- `addons\l10n_in\tests`
+- `addons\l10n_in_edi\tests`
+- `addons\l10n_in_ewaybill\tests`
+- `addons\l10n_in_ewaybill_irn\tests`
+- `addons\l10n_in_ewaybill_stock\tests`
+- `addons\l10n_in_hr_holidays\tests`
+- `addons\l10n_in_pos\static\tests`
+- `addons\l10n_in_pos\tests`
+- `addons\l10n_in_sale\tests`
+- `addons\l10n_it_edi\static\tests`
+- `addons\l10n_it_edi\tests`
+- `addons\l10n_it_edi_doi\tests`
+- `addons\l10n_it_edi_sale\tests`
+- `addons\l10n_it_stock_ddt\tests`
+- `addons\l10n_jo_edi\tests`
+- `addons\l10n_jo_edi_pos\static\tests`
+- `addons\l10n_jo_edi_pos\tests`
+- `addons\l10n_jp_ubl_pint\tests`
+- `addons\l10n_ke_edi_tremol\tests`
+- `addons\l10n_latam_check\tests`
+- `addons\l10n_mx\tests`
+- `addons\l10n_my_edi\tests`
+- `addons\l10n_my_edi_pos\tests`
+- `addons\l10n_my_ubl_pint\tests`
+- `addons\l10n_pe_pos\tests`
+- `addons\l10n_ph\tests`
+- `addons\l10n_pl\tests`
+- `addons\l10n_pl_bank_verification\tests`
+- `addons\l10n_pl_edi\tests`
+- `addons\l10n_pt\tests`
+- `addons\l10n_ro_cpv_code\tests`
+- `addons\l10n_ro_edi\static\tests`
+- `addons\l10n_ro_edi\tests`
+- `addons\l10n_ro_edi_stock\tests`
+- `addons\l10n_ro_edi_stock_batch\tests`
+- `addons\l10n_rs_edi\tests`
+- `addons\l10n_sa\tests`
+- `addons\l10n_sa_edi\tests`
+- `addons\l10n_sa_edi_pos\static\tests`
+- `addons\l10n_sa_edi_pos\tests`
+- `addons\l10n_sa_pos\static\tests`
+- `addons\l10n_sa_pos\tests`
+- `addons\l10n_sg\tests`
+- `addons\l10n_sg_ubl_pint\tests`
+- `addons\l10n_si\tests`
+- `addons\l10n_test_pos_qr_payment\static\tests`
+- `addons\l10n_test_pos_qr_payment\tests`
+- `addons\l10n_th\tests`
+- `addons\l10n_tr_nilvera_edispatch\tests`
+- `addons\l10n_tr_nilvera_einvoice\tests`
+- `addons\l10n_tr_nilvera_einvoice_extended\tests`
+- `addons\l10n_tw_edi_ecpay\tests`
+- `addons\l10n_tw_edi_ecpay_website_sale\static\tests`
+- `addons\l10n_tw_edi_ecpay_website_sale\tests`
+- `addons\l10n_uy\tests`
+- `addons\l10n_vn\tests`
+- `addons\l10n_vn_edi_viettel\tests`
+- `addons\l10n_vn_edi_viettel_pos\static\tests`
+- `addons\l10n_vn_edi_viettel_pos\tests`
+- `addons\link_tracker\tests`
+- `addons\loyalty\tests`
+- `addons\lunch\static\tests`
+- `addons\lunch\tests`
+- `addons\mail\static\tests`
+- `addons\mail\tests`
+- `addons\mail_group\tests`
+- `addons\mail_plugin\tests`
+- `addons\maintenance\static\tests`
+- `addons\maintenance\tests`
+- `addons\marketing_card\tests`
+- `addons\mass_mailing\static\tests`
+- `addons\mass_mailing\tests`
+- `addons\mass_mailing_event_sms\tests`
+- `addons\mass_mailing_sms\static\tests`
+- `addons\mass_mailing_sms\tests`
+- `addons\microsoft_calendar\static\tests`
+- `addons\microsoft_calendar\tests`
+- `addons\microsoft_outlook\tests`
+- `addons\mrp\static\tests`
+- `addons\mrp\tests`
+- `addons\mrp_account\tests`
+- `addons\mrp_landed_costs\tests`
+- `addons\mrp_product_expiry\tests`
+- `addons\mrp_repair\tests`
+- `addons\mrp_subcontracting\static\tests`
+- `addons\mrp_subcontracting\tests`
+- `addons\mrp_subcontracting_account\tests`
+- `addons\mrp_subcontracting_dropshipping\tests`
+- `addons\mrp_subcontracting_landed_costs\tests`
+- `addons\mrp_subcontracting_purchase\tests`
+- `addons\onboarding\tests`
+- `addons\partner_autocomplete\static\tests`
+- `addons\partner_autocomplete\tests`
+- `addons\partnership\tests`
+- `addons\payment\static\tests`
+- `addons\payment\tests`
+- `addons\payment_adyen\tests`
+- `addons\payment_aps\tests`
+- `addons\payment_asiapay\tests`
+- `addons\payment_authorize\tests`
+- `addons\payment_buckaroo\tests`
+- `addons\payment_custom\tests`
+- `addons\payment_demo\tests`
+- `addons\payment_dpo\tests`
+- `addons\payment_ecpay\tests`
+- `addons\payment_flutterwave\tests`
+- `addons\payment_iyzico\tests`
+- `addons\payment_mercado_pago\tests`
+- `addons\payment_mollie\tests`
+- `addons\payment_nuvei\tests`
+- `addons\payment_paymob\tests`
+- `addons\payment_paypal\tests`
+- `addons\payment_razorpay\tests`
+- `addons\payment_redsys\tests`
+- `addons\payment_stripe\tests`
+- `addons\payment_toss_payments\tests`
+- `addons\payment_worldline\tests`
+- `addons\payment_xendit\tests`
+- `addons\phone_validation\tests`
+- `addons\point_of_sale\static\tests`
+- `addons\point_of_sale\tests`
+- `addons\portal\static\tests`
+- `addons\portal\tests`
+- `addons\pos_account_tax_python\static\tests`
+- `addons\pos_account_tax_python\tests`
+- `addons\pos_adyen\static\tests`
+- `addons\pos_adyen\tests`
+- `addons\pos_cashdro\static\tests`
+- `addons\pos_cashmatic\static\tests`
+- `addons\pos_discount\static\tests`
+- `addons\pos_discount\tests`
+- `addons\pos_event\static\tests`
+- `addons\pos_event\tests`
+- `addons\pos_event_sale\tests`
+- `addons\pos_glory_cash\static\tests`
+- `addons\pos_hr\static\tests`
+- `addons\pos_hr\tests`
+- `addons\pos_hr_restaurant\static\tests`
+- `addons\pos_hr_restaurant\tests`
+- `addons\pos_loyalty\static\tests`
+- `addons\pos_loyalty\tests`
+- `addons\pos_mrp\static\tests`
+- `addons\pos_mrp\tests`
+- `addons\pos_online_payment\static\tests`
+- `addons\pos_online_payment\tests`
+- `addons\pos_online_payment_self_order\static\tests`
+- `addons\pos_online_payment_self_order\tests`
+- `addons\pos_qfpay\static\tests`
+- `addons\pos_qfpay\tests`
+- `addons\pos_razorpay\static\tests`
+- `addons\pos_razorpay\tests`
+- `addons\pos_repair\static\tests`
+- `addons\pos_repair\tests`
+- `addons\pos_restaurant\static\tests`
+- `addons\pos_restaurant\tests`
+- `addons\pos_restaurant_adyen\static\tests`
+- `addons\pos_restaurant_loyalty\static\tests`
+- `addons\pos_restaurant_loyalty\tests`
+- `addons\pos_safaricom\static\tests`
+- `addons\pos_safaricom\tests`
+- `addons\pos_sale\static\tests`
+- `addons\pos_sale\tests`
+- `addons\pos_sale_loyalty\static\tests`
+- `addons\pos_sale_loyalty\tests`
+- `addons\pos_sale_margin\tests`
+- `addons\pos_self_order\static\tests`
+- `addons\pos_self_order\tests`
+- `addons\pos_self_order_qfpay\static\tests`
+- `addons\pos_self_order_qfpay\tests`
+- `addons\pos_self_order_stripe\static\tests`
+- `addons\pos_self_order_stripe\tests`
+- `addons\pos_sms\static\tests`
+- `addons\pos_sms\tests`
+- `addons\pos_stripe\static\tests`
+- `addons\pos_viva_com\static\tests`
+- `addons\pos_viva_com\tests`
+- `addons\privacy_lookup\tests`
+- `addons\product\static\tests`
+- `addons\product\tests`
+- `addons\product_email_template\tests`
+- `addons\product_expiry\static\tests`
+- `addons\product_expiry\tests`
+- `addons\product_margin\tests`
+- `addons\product_matrix\tests`
+- `addons\project\static\tests`
+- `addons\project\tests`
+- `addons\project_account\tests`
+- `addons\project_hr_expense\tests`
+- `addons\project_mail_plugin\tests`
+- `addons\project_mrp_account\tests`
+- `addons\project_mrp_sale\tests`
+- `addons\project_purchase\tests`
+- `addons\project_purchase_stock\tests`
+- `addons\project_sale_expense\tests`
+- `addons\project_sms\tests`
+- `addons\project_stock_account\tests`
+- `addons\project_timesheet_holidays\tests`
+- `addons\project_todo\static\tests`
+- `addons\project_todo\tests`
+- `addons\purchase\static\tests`
+- `addons\purchase\tests`
+- `addons\purchase_edi_ubl_bis3\tests`
+- `addons\purchase_mrp\tests`
+- `addons\purchase_product_matrix\static\tests`
+- `addons\purchase_product_matrix\tests`
+- `addons\purchase_repair\tests`
+- `addons\purchase_requisition\tests`
+- `addons\purchase_requisition_sale\tests`
+- `addons\purchase_requisition_stock\tests`
+- `addons\purchase_stock\static\tests`
+- `addons\purchase_stock\tests`
+- `addons\rating\static\tests`
+- `addons\rating\tests`
+- `addons\repair\static\tests`
+- `addons\repair\tests`
+- `addons\resource\static\tests`
+- `addons\resource\tests`
+- `addons\resource_mail\static\tests`
+- `addons\rpc\tests`
+- `addons\sale\static\tests`
+- `addons\sale\tests`
+- `addons\sale_crm\tests`
+- `addons\sale_edi_ubl\tests`
+- `addons\sale_expense\tests`
+- `addons\sale_expense_margin\tests`
+- `addons\sale_gelato\tests`
+- `addons\sale_loyalty\tests`
+- `addons\sale_loyalty_delivery\tests`
+- `addons\sale_management\static\tests`
+- `addons\sale_management\tests`
+- `addons\sale_margin\tests`
+- `addons\sale_mrp\tests`
+- `addons\sale_mrp_margin\tests`
+- `addons\sale_pdf_quote_builder\static\tests`
+- `addons\sale_pdf_quote_builder\tests`
+- `addons\sale_project\static\tests`
+- `addons\sale_project\tests`
+- `addons\sale_project_stock\tests`
+- `addons\sale_project_stock_account\tests`
+- `addons\sale_purchase\tests`
+- `addons\sale_purchase_project\tests`
+- `addons\sale_purchase_stock\tests`
+- `addons\sale_stock\static\tests`
+- `addons\sale_stock\tests`
+- `addons\sale_stock_margin\tests`
+- `addons\sale_stock_product_expiry\static\tests`
+- `addons\sale_stock_product_expiry\tests`
+- `addons\sale_timesheet\static\tests`
+- `addons\sale_timesheet\tests`
+- `addons\sale_timesheet_margin\tests`
+- `addons\sales_team\static\tests`
+- `addons\sales_team\tests`
+- `addons\sms\static\tests`
+- `addons\sms\tests`
+- `addons\sms_twilio\tests`
+- `addons\snailmail\static\tests`
+- `addons\snailmail\tests`
+- `addons\snailmail_account\tests`
+- `addons\spreadsheet\static\tests`
+- `addons\spreadsheet\tests`
+- `addons\spreadsheet_account\static\tests`
+- `addons\spreadsheet_account\tests`
+- `addons\spreadsheet_dashboard\static\tests`
+- `addons\spreadsheet_dashboard\tests`
+- `addons\stock\static\tests`
+- `addons\stock\tests`
+- `addons\stock_account\tests`
+- `addons\stock_delivery\tests`
+- `addons\stock_dropshipping\tests`
+- `addons\stock_landed_costs\tests`
+- `addons\stock_picking_batch\static\tests`
+- `addons\stock_picking_batch\tests`
+- `addons\survey\static\tests`
+- `addons\survey\tests`
+- `addons\survey_crm\tests`
+- `addons\test_base_automation\static\tests`
+- `addons\test_base_automation\tests`
+- `addons\test_crm_full\tests`
+- `addons\test_discuss_full\static\tests`
+- `addons\test_discuss_full\tests`
+- `addons\test_event_full\static\src\js\tests`
+- `addons\test_event_full\tests`
+- `addons\test_html_field_history\tests`
+- `addons\test_import_export\tests`
+- `addons\test_mail\static\tests`
+- `addons\test_mail\tests`
+- `addons\test_mail_full\static\tests`
+- `addons\test_mail_full\tests`
+- `addons\test_mail_sms\tests`
+- `addons\test_mass_mailing\tests`
+- `addons\test_resource\tests`
+- `addons\test_sale_product_configurators\static\tests`
+- `addons\test_sale_product_configurators\tests`
+- `addons\test_sale_purchase_edi_ubl\tests`
+- `addons\test_spreadsheet\tests`
+- `addons\test_website\static\tests`
+- `addons\test_website\tests`
+- `addons\test_website_modules\static\tests`
+- `addons\test_website_modules\tests`
+- `addons\test_website_slides_full\static\tests`
+- `addons\test_website_slides_full\tests`
+- `addons\uom\tests`
+- `addons\utm\tests`
+- `addons\web\static\lib\hoot\tests`
+- `addons\web\static\tests`
+- `addons\web\tests`
+- `addons\web_hierarchy\static\tests`
+- `addons\web_tour\static\tests`
+- `addons\web_tour\tests`
+- `addons\web_unsplash\static\tests`
+- `addons\web_unsplash\tests`
+- `addons\website\static\tests`
+- `addons\website\tests`
+- `addons\website_blog\static\tests`
+- `addons\website_blog\tests`
+- `addons\website_cf_turnstile\static\tests`
+- `addons\website_crm\static\tests`
+- `addons\website_crm\tests`
+- `addons\website_crm_iap_reveal\tests`
+- `addons\website_crm_partner_assign\static\tests`
+- `addons\website_crm_partner_assign\tests`
+- `addons\website_customer\tests`
+- `addons\website_event\static\tests`
+- `addons\website_event\tests`
+- `addons\website_event_booth_exhibitor\static\tests`
+- `addons\website_event_booth_exhibitor\tests`
+- `addons\website_event_booth_sale\static\tests`
+- `addons\website_event_booth_sale\tests`
+- `addons\website_event_booth_sale_exhibitor\static\tests`
+- `addons\website_event_crm\tests`
+- `addons\website_event_exhibitor\tests`
+- `addons\website_event_sale\static\tests`
+- `addons\website_event_sale\tests`
+- `addons\website_event_track\static\tests`
+- `addons\website_event_track\tests`
+- `addons\website_forum\static\tests`
+- `addons\website_forum\tests`
+- `addons\website_hr_recruitment\static\tests`
+- `addons\website_hr_recruitment\tests`
+- `addons\website_links\static\tests`
+- `addons\website_links\tests`
+- `addons\website_livechat\static\tests`
+- `addons\website_livechat\tests`
+- `addons\website_mail_group\tests`
+- `addons\website_mass_mailing\static\tests`
+- `addons\website_mass_mailing\tests`
+- `addons\website_payment\static\tests`
+- `addons\website_payment\tests`
+- `addons\website_profile\static\tests`
+- `addons\website_profile\tests`
+- `addons\website_project\tests`
+- `addons\website_sale\static\tests`
+- `addons\website_sale\tests`
+- `addons\website_sale_autocomplete\static\tests`
+- `addons\website_sale_autocomplete\tests`
+- `addons\website_sale_collect\static\src\tests`
+- `addons\website_sale_collect\tests`
+- `addons\website_sale_comparison\static\tests`
+- `addons\website_sale_comparison\tests`
+- `addons\website_sale_gelato\tests`
+- `addons\website_sale_loyalty\static\tests`
+- `addons\website_sale_loyalty\tests`
+- `addons\website_sale_mass_mailing\tests`
+- `addons\website_sale_mrp\static\tests`
+- `addons\website_sale_mrp\tests`
+- `addons\website_sale_slides\static\tests`
+- `addons\website_sale_slides\tests`
+- `addons\website_sale_stock\static\tests`
+- `addons\website_sale_stock\tests`
+- `addons\website_sale_wishlist\static\tests`
+- `addons\website_sale_wishlist\tests`
+- `addons\website_slides\static\tests`
+- `addons\website_slides\tests`
+- `addons\website_slides_survey\tests`
+- `odoo\addons\base\static\tests`
+- `odoo\addons\base\tests`
+- `odoo\addons\test_access_rights\tests`
+- `odoo\addons\test_action_bindings\tests`
+- `odoo\addons\test_assetsbundle\static\tests`
+- `odoo\addons\test_assetsbundle\tests`
+- `odoo\addons\test_auth_custom\tests`
+- `odoo\addons\test_convert\tests`
+- `odoo\addons\test_converter\tests`
+- `odoo\addons\test_data_module_install\tests`
+- `odoo\addons\test_http\tests`
+- `odoo\addons\test_inherit\tests`
+- `odoo\addons\test_inherit_depends\tests`
+- `odoo\addons\test_inherits\tests`
+- `odoo\addons\test_inherits_depends\tests`
+- `odoo\addons\test_lint\tests`
+- `odoo\addons\test_main_flows\static\tests`
+- `odoo\addons\test_main_flows\tests`
+- `odoo\addons\test_mimetypes\tests`
+- `odoo\addons\test_orm\static\tests`
+- `odoo\addons\test_orm\tests`
+- `odoo\addons\test_read_group\tests`
+- `odoo\addons\test_rpc\tests`
+- `odoo\addons\test_search_panel\tests`
+- `odoo\addons\test_testing_utilities\tests`
+- `odoo\addons\test_translation_import\tests`
+- `odoo\tests`
+
+## Warnings & Diagnostics
+
+1. 39 file extension(s) not in language registry: .b64, .bcmap, .bmp, .crt, .csv. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (39 not yet in registry):
+- `.b64` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bcmap` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bmp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.crt` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cur` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.debian` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dfdebian` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dffedora` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dfsrc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dfwine` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.docs` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.eml` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ftl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.icc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.key` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.license` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.links` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.local` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:18.875574+00:00*

scan_opencv_python.md

@@ -0,0 +1,114 @@
+# Repository Scan Report — opencv-python
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:30 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | opencv-python |
+| Path | `C:\repos\v3\opencv-python` |
+| Purpose | opencv-python — Computer Vision (OpenCV) — 9 Python files |
+| Application Type | **Computer Vision** |
+| Primary Framework | OpenCV |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 36 |
+| Python Files | 9 |
+| Test Directories | 1 |
+| Entry Points | 3 |
+| Config Files | 11 |
+| Doc Files | 4 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Docker
+- Python
+- Shell
+- TOML
+
+### File Types (Documents & Data)
+
+- Markdown
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+- Setuptools
+
+## Technology Stack
+
+- Python
+- Docker
+- SQLite
+
+## Entry Points
+
+- `.\find_version.py`
+- `.\patch_auditwheel_whitelist.py`
+- `.\setup.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `.\setup.py`
+- `docker\manylinux1\Dockerfile_i686`
+- `docker\manylinux1\Dockerfile_x86_64`
+- `docker\manylinux2014\Dockerfile_aarch64`
+- `docker\manylinux2014\Dockerfile_i686`
+- `docker\manylinux2014\Dockerfile_x86_64`
+- `docker\manylinux_2_28\Dockerfile_aarch64`
+- `docker\manylinux_2_28\Dockerfile_x86_64`
+- `docker\musllinux_1_2\Dockerfile_aarch64`
+- `docker\musllinux_1_2\Dockerfile_x86_64`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE.txt`
+- `.\README.md`
+- `docker\README.md`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 2 file extension(s) not in language registry: .in, .mp4. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (2 not yet in registry):
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mp4` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:30.134275+00:00*

scan_openmdao.md

@@ -0,0 +1,154 @@
+# Repository Scan Report — OpenMDAO
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:22 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | OpenMDAO |
+| Path | `C:\repos\v3\OpenMDAO` |
+| Purpose | OpenMDAO — Simulation Tool (OpenMDAO) — 630 Python files |
+| Application Type | **Simulation Tool** |
+| Primary Framework | OpenMDAO |
+| Secondary Frameworks | Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 1197 |
+| Python Files | 630 |
+| Test Directories | 27 |
+| Entry Points | 6 |
+| Config Files | 3 |
+| Doc Files | 4 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- Docker
+- HTML
+- JavaScript
+- Julia
+- Jupyter Notebook
+- Python
+- SQL
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- PDF Document
+- Text
+
+### ML Models & Neural Network Weights
+
+- NumPy Archive
+
+**Total model files: 15**
+
+## Build Systems
+
+- Python Build
+
+## Technology Stack
+
+- Python
+- Docker
+- SQLite
+
+## Entry Points
+
+- `benchmark\benchmark_manyvars.py`
+- `benchmark\benchmark_param_cycle.py`
+- `benchmark\discrete_bench.py`
+- `openmdao\__main__.py`
+- `openmdao\code_review\test_common_problems.py`
+- `openmdao\code_review\test_lint_attributes.py`
+
+## Configuration Files
+
+- `.\Dockerfile`
+- `.\Dockerfile.arm`
+- `.\pyproject.toml`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE.txt`
+- `.\README.md`
+- `openmdao\docs\openmdao_book\theory_manual\sequence_diagrams\README.txt`
+
+## Test Directories
+
+- `openmdao\components\interp_util\tests`
+- `openmdao\components\tests`
+- `openmdao\core\tests`
+- `openmdao\devtools\tests`
+- `openmdao\docs\openmdao_book\tests`
+- `openmdao\drivers\autoscalers\tests`
+- `openmdao\drivers\sampling\tests`
+- `openmdao\drivers\tests`
+- `openmdao\error_checking\tests`
+- `openmdao\jacobians\tests`
+- `openmdao\jax_funcs\tests`
+- `openmdao\recorders\tests`
+- `openmdao\solvers\linear\tests`
+- `openmdao\solvers\linesearch\tests`
+- `openmdao\solvers\nonlinear\tests`
+- `openmdao\solvers\tests`
+- `openmdao\surrogate_models\tests`
+- `openmdao\test_suite\tests`
+- `openmdao\utils\tests`
+- `openmdao\vectors\tests`
+- `openmdao\visualization\case_viewer\tests`
+- `openmdao\visualization\connection_viewer\tests`
+- `openmdao\visualization\inputs_report\tests`
+- `openmdao\visualization\meta_model_viewer\tests`
+- `openmdao\visualization\n2_viewer\tests`
+- `openmdao\visualization\opt_report\tests`
+- `openmdao\visualization\tables\tests`
+
+## Warnings & Diagnostics
+
+1. 9 file extension(s) not in language registry: .arm, .b64, .bib, .csv, .dat. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (9 not yet in registry):
+- `.arm` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.b64` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bib` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.map` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.template` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.wpr` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:22.275085+00:00*

scan_pandapower.md

@@ -0,0 +1,140 @@
+# Repository Scan Report — pandapower
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:31 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | pandapower |
+| Path | `C:\repos\v3\pandapower` |
+| Purpose | pandapower — Energy System (pandapower) — 506 Python files |
+| Application Type | **Energy System** |
+| Primary Framework | pandapower |
+| Secondary Frameworks | Pytest |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 1383 |
+| Python Files | 506 |
+| Test Directories | 1 |
+| Entry Points | 7 |
+| Config Files | 3 |
+| Doc Files | 7 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- HTML
+- Julia
+- Jupyter Notebook
+- MATLAB
+- Objective-C
+- Python
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Excel Spreadsheet
+- JSON
+- Markdown
+- Microsoft Access Database
+- PDF Document
+- PowerPoint
+- ReStructuredText
+- Text
+- Windows Batch Script
+- Word Document
+
+### ML Models & Neural Network Weights
+
+- Pickle Model
+
+**Total model files: 8**
+
+## Build Systems
+
+- Python Build
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `pandapower\contingency\contingency_parallel.py`
+- `pandapower\control\controller\DERController\DERBasics.py`
+- `pandapower\control\controller\DERController\PQVAreas.py`
+- `pandapower\control\controller\DERController\QModels.py`
+- `pandapower\control\controller\DERController\der_control.py`
+- `pandapower\control\controller\DERController\der_control_plot.py`
+- `pandapower\run.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `.\setup.py`
+- `doc\Makefile`
+
+## Documentation
+
+- `.\AUTHORS`
+- `.\CHANGELOG.rst`
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.rst`
+- `pandapower\test\test_files\example_cim\LICENSE.txt`
+- `tutorials\example_cim\LICENSE.txt`
+
+## Test Directories
+
+- `pandapower\test`
+
+## Warnings & Diagnostics
+
+1. 14 file extension(s) not in language registry: .bib, .bmp, .csv, .dia, .drawio. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (14 not yet in registry):
+- `.bib` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bmp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dia` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.drawio` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.emf` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.p` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pfd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.psd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sin` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sxe` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.uct` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.vsd` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.vsdx` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:31.285787+00:00*

scan_pennylane.md

@@ -0,0 +1,124 @@
+# Repository Scan Report — pennylane
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:25 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | pennylane |
+| Path | `C:\repos\v3\pennylane` |
+| Purpose | pennylane — Quantum Computing (PennyLane) — 1362 Python files |
+| Application Type | **Quantum Computing** |
+| Primary Framework | PennyLane |
+| Secondary Frameworks | Pytest, Pydantic, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 1935 |
+| Python Files | 1362 |
+| Test Directories | 3 |
+| Entry Points | 7 |
+| Config Files | 4 |
+| Doc Files | 3 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Atomic Coordinates
+- CSS
+- OpenQASM Circuit
+- Python
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- LaTeX
+- Markdown
+- PDF Document
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- NumPy Archive
+- NumPy Array
+
+**Total model files: 2**
+
+## Build Systems
+
+- Make
+- Python Build
+- Setuptools
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `doc\_static\draw_mpl\draw_mpl_examples.py`
+- `doc\_static\drawer\mpldrawer_examples.py`
+- `doc\_static\pulse\make_pulse_images.py`
+- `doc\_static\style\style_examples.py`
+- `doc\_static\tape_mpl\tape_mpl_examples.py`
+- `pennylane\about.py`
+- `pennylane\workflow\run.py`
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\pyproject.toml`
+- `.\setup.py`
+- `doc\Makefile`
+
+## Documentation
+
+- `.\LICENSE`
+- `.\README.md`
+- `pennylane\labs\README.md`
+
+## Test Directories
+
+- `pennylane\devices\tests`
+- `pennylane\labs\tests`
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 4 file extension(s) not in language registry: .bib, .hdf5, .in, .mplstyle. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (4 not yet in registry):
+- `.bib` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.hdf5` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mplstyle` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:25.826774+00:00*

scan_poliastro.md

@@ -0,0 +1,112 @@
+# Repository Scan Report — poliastro
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:32 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | poliastro |
+| Path | `C:\repos\v3\poliastro` |
+| Purpose | poliastro — Space System (poliastro) — 189 Python files |
+| Application Type | **Space System** |
+| Primary Framework | poliastro |
+| Secondary Frameworks | Pytest, HTTPX |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 320 |
+| Python Files | 189 |
+| Test Directories | 1 |
+| Entry Points | 2 |
+| Config Files | 4 |
+| Doc Files | 6 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- HTML
+- Jupyter Notebook
+- Python
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Python Build
+- Conda
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `contrib\relative.py`
+- `contrib\rv2tle.py`
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\pyproject.toml`
+- `binder\environment.yml`
+- `docs\Makefile`
+
+## Documentation
+
+- `.\AUTHORS.md`
+- `.\CONTRIBUTING.md`
+- `.\README.md`
+- `contrib\CR3BP\README.md`
+- `contrib\README.md`
+- `contrib\cr3bp_DhruvJ\README.md`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 3 file extension(s) not in language registry: .cff, .dat, .in. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (3 not yet in registry):
+- `.cff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:32.230182+00:00*

scan_pulp.md

@@ -0,0 +1,112 @@
+# Repository Scan Report — pulp
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:31 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | pulp |
+| Path | `C:\repos\v3\pulp` |
+| Purpose | pulp — Optimization Tool (PuLP) — 99 Python files |
+| Application Type | **Optimization Tool** |
+| Primary Framework | PuLP |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 201 |
+| Python Files | 99 |
+| Test Directories | 1 |
+| Entry Points | 2 |
+| Config Files | 4 |
+| Doc Files | 3 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Mathematical Program
+- Python
+- Rust
+- Salesforce Apex
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- LaTeX
+- PDF Document
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Cargo
+- Python Build
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `scripts\benchmark_mps_write.py`
+- `scripts\capture_mps_goldens.py`
+
+## Configuration Files
+
+- `.\Cargo.lock`
+- `.\Cargo.toml`
+- `.\pyproject.toml`
+- `doc\Makefile`
+
+## Documentation
+
+- `.\AUTHORS`
+- `.\LICENSE`
+- `.\README.rst`
+
+## Test Directories
+
+- `pulp\tests`
+
+## Warnings & Diagnostics
+
+1. 5 file extension(s) not in language registry: .bib, .bst, .odp, .pyi, .typed. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (5 not yet in registry):
+- `.bib` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bst` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.odp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.pyi` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:31.866271+00:00*

scan_pwntools.md

@@ -0,0 +1,168 @@
+# Repository Scan Report — pwntools
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:29 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | pwntools |
+| Path | `C:\repos\v3\pwntools` |
+| Purpose | pwntools — Security Tool (pwntools) — 227 Python files |
+| Application Type | **Security Tool** |
+| Primary Framework | pwntools |
+| Secondary Frameworks | Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 1454 |
+| Python Files | 227 |
+| Test Directories | 0 |
+| Entry Points | 25 |
+| Config Files | 19 |
+| Doc Files | 12 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Assembly
+- C
+- Docker
+- Python
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+- Docker
+
+## Entry Points
+
+- `examples\clean_and_log.py`
+- `examples\gdb_api.py`
+- `pwnlib\adb\bootloader.py`
+- `pwnlib\commandline\asm.py`
+- `pwnlib\commandline\checksec.py`
+- `pwnlib\commandline\constgrep.py`
+- `pwnlib\commandline\cyclic.py`
+- `pwnlib\commandline\debug.py`
+- `pwnlib\commandline\disablenx.py`
+- `pwnlib\commandline\disasm.py`
+- `pwnlib\commandline\elfdiff.py`
+- `pwnlib\commandline\elfpatch.py`
+- `pwnlib\commandline\errno.py`
+- `pwnlib\commandline\hex.py`
+- `pwnlib\commandline\libcdb.py`
+- `pwnlib\commandline\main.py`
+- `pwnlib\commandline\phd.py`
+- `pwnlib\commandline\pwnstrip.py`
+- `pwnlib\commandline\scramble.py`
+- `pwnlib\commandline\shellcraft.py`
+- *... and 5 more*
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `.\setup.py`
+- `docs\Makefile`
+- `docs\requirements.txt`
+- `examples\fmtstr\Makefile`
+- `extra\docker\Makefile`
+- `extra\docker\base\Dockerfile`
+- `extra\docker\beta\Dockerfile`
+- `extra\docker\dev\Dockerfile`
+- `extra\docker\develop\Dockerfile`
+- `extra\docker\stable\Dockerfile`
+- `pwnlib\config.py`
+- `pwnlib\data\elf\fmtstr\Makefile`
+- `pwnlib\data\elf\ret2dlresolve\Makefile`
+- `pwnlib\data\syscalls\Makefile`
+- `pwnlib\elf\config.py`
+- `travis\docker\Dockerfile`
+- `travis\docker\Dockerfile.travis`
+- `travis\docker\Makefile`
+
+## Documentation
+
+- `.\CHANGELOG.md`
+- `.\CONTRIBUTING.md`
+- `.\README.md`
+- `examples\README.md`
+- `extra\bash_completion.d\README.md`
+- `extra\docker\README.md`
+- `extra\textmate\README.md`
+- `extra\zsh_completion\README.md`
+- `pwnlib\constants\LICENSE.txt`
+- `pwnlib\data\includes\LICENSE.txt`
+- `pwnlib\data\useragents\LICENSE.txt`
+- `travis\docker\README.md`
+
+## Test Directories
+
+- None detected
+
+## Warnings & Diagnostics
+
+1. 16 file extension(s) not in language registry: .aarch64, .arm, .in, .mako, .mips. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (16 not yet in registry):
+- `.aarch64` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.arm` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mako` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mips` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mips64` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mips64el` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.mipsel` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.native` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.native32` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ppc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ppc64` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.sparc64` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.tmlanguage` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.travis` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.yaml-tmlanguage` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:29.087541+00:00*

scan_py_evm.md

@@ -0,0 +1,111 @@
+# Repository Scan Report — py-evm
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:23 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | py-evm |
+| Path | `C:\repos\v3\py-evm` |
+| Purpose | py-evm — Blockchain Node (Web3.py) — 422 Python files |
+| Application Type | **Blockchain Node** |
+| Primary Framework | Web3.py |
+| Secondary Frameworks | Pytest |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 504 |
+| Python Files | 422 |
+| Test Directories | 1 |
+| Entry Points | 2 |
+| Config Files | 4 |
+| Doc Files | 3 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- JavaScript
+- Python
+- Solidity Smart Contract
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Python Build
+- Setuptools
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `eth\tools\fixtures\fillers\main.py`
+- `scripts\benchmark\run.py`
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\pyproject.toml`
+- `.\setup.py`
+- `docs\Makefile`
+
+## Documentation
+
+- `.\LICENSE`
+- `.\README.md`
+- `newsfragments\README.md`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 3 file extension(s) not in language registry: .in, .rlp, .typed. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (3 not yet in registry):
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.rlp` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:23.305817+00:00*

scan_pydicom.md

@@ -0,0 +1,124 @@
+# Repository Scan Report — pydicom
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:23 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | pydicom |
+| Path | `C:\repos\v3\pydicom` |
+| Purpose | pydicom — Medical System (PyDICOM) — 169 Python files |
+| Application Type | **Medical System** |
+| Primary Framework | PyDICOM |
+| Secondary Frameworks | Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 527 |
+| Python Files | 169 |
+| Test Directories | 1 |
+| Entry Points | 6 |
+| Config Files | 4 |
+| Doc Files | 12 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- DICOM Medical Image
+- JavaScript
+- Python
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Python Build
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `examples\dicomtree.py`
+- `examples\memory_dataset.py`
+- `src\pydicom\cli\main.py`
+- `src\pydicom\env_info.py`
+- `src\pydicom\util\codify.py`
+- `src\pydicom\util\dump.py`
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\pyproject.toml`
+- `doc\Makefile`
+- `src\pydicom\config.py`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+- `doc\README.md`
+- `examples\README.txt`
+- `examples\image_processing\README.txt`
+- `examples\input_output\README.txt`
+- `examples\metadata_processing\README.txt`
+- `src\pydicom\data\palettes\README.md`
+- `src\pydicom\data\test_files\README.txt`
+- `src\pydicom\data\test_files\dicomdirtests\README.txt`
+- `src\pydicom\data\test_files\dicomdirtests\TINY_ALPHA\README`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 3 file extension(s) not in language registry: .dump, .icc, .typed. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (3 not yet in registry):
+- `.dump` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.icc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:23.656813+00:00*

scan_pynastran.md

@@ -0,0 +1,180 @@
+# Repository Scan Report — pyNastran
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:22 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | pyNastran |
+| Path | `C:\repos\v3\pyNastran` |
+| Purpose | pyNastran — Simulation Tool (pyNastran) — 1585 Python files |
+| Application Type | **Simulation Tool** |
+| Primary Framework | pyNastran |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 2979 |
+| Python Files | 1585 |
+| Test Directories | 25 |
+| Entry Points | 11 |
+| Config Files | 4 |
+| Doc Files | 5 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- Abaqus Input
+- Assembly
+- Jupyter Notebook
+- MATLAB
+- Nastran Binary Output
+- Nastran Bulk Data
+- Nastran Input
+- Nastran Output
+- OBJ 3D Model
+- Objective-C
+- PTC Creo Part
+- Perl
+- Python
+- STL 3D Model
+- SU2 Config
+- Shell
+- TOML
+- VTK Visualization
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- LaTeX
+- Markdown
+- Output File
+- PowerPoint
+- ReStructuredText
+- Text
+- Windows Batch Script
+
+### ML Models & Neural Network Weights
+
+- Keras Model
+
+**Total model files: 14**
+
+## Build Systems
+
+- Python Build
+- Setuptools
+- Make
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- `dev\remove_test_files.py`
+- `docs\html_docs\get_classes_in_file.py`
+- `docs\html_docs\make_index.py`
+- `docs\html_docs\manual\notebook_to_markdown.py`
+- `docs\html_docs\manual\py_to_rst.py`
+- `models\bar3truss\dynamic_syntax.py`
+- `pyNastran\all_tests.py`
+- `pyNastran\all_tests_no_gui.py`
+- `pyNastran\bdf\bdf.py`
+- `pyNastran\bdf\bdf_interface\dev\dmap.py`
+- `pyNastran\bdf\bdf_interface\dev\test_mass.py`
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `.\setup.py`
+- `docs\html_docs\Makefile`
+- `pyNastran\gui\gui_objects\settings.py`
+
+## Documentation
+
+- `.\LICENSE.md`
+- `.\README.md`
+- `.\README.rst`
+- `docs\html_docs\README.txt`
+- `licenses\README.txt`
+
+## Test Directories
+
+- `pyNastran\bdf\bdf_interface\test`
+- `pyNastran\bdf\cards\test`
+- `pyNastran\bdf\mesh_utils\test`
+- `pyNastran\bdf\test`
+- `pyNastran\bdf\test\tests`
+- `pyNastran\dev\bdf_vectorized3\cards\test`
+- `pyNastran\dev\bdf_vectorized3\mesh_utils\test`
+- `pyNastran\dev\bdf_vectorized3\solver\test`
+- `pyNastran\dev\bdf_vectorized3\test`
+- `pyNastran\dev\bdf_vectorized\solver\test`
+- `pyNastran\dev\bdf_vectorized\test`
+- `pyNastran\dev\h5\test`
+- `pyNastran\dev\op2_vectorized3\test`
+- `pyNastran\f06\test`
+- `pyNastran\f06\test\tests`
+- `pyNastran\femutils\test`
+- `pyNastran\gui\gui_objects\test`
+- `pyNastran\gui\menus\test`
+- `pyNastran\gui\test`
+- `pyNastran\op2\op2_interface\test`
+- `pyNastran\op2\tables\geom\test`
+- `pyNastran\op2\tables\test`
+- `pyNastran\op2\test`
+- `pyNastran\op4\test`
+- `pyNastran\utils\test`
+
+## Warnings & Diagnostics
+
+1. 53 file extension(s) not in language registry: .45, .avl, .bc, .bedge, .bib. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (53 not yet in registry):
+- `.45` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.avl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bc` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bedge` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.bib` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.blk` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.c3d` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cntl` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.cogsg` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.d3m` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.dat` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.des` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.eig` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ele` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fem` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fgrid` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fld` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.flo` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.fre` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:22.616324+00:00*

scan_pypsa.md

@@ -0,0 +1,108 @@
+# Repository Scan Report — PyPSA
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:31 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | PyPSA |
+| Path | `C:\repos\v3\PyPSA` |
+| Purpose | PyPSA — Energy System (PyPSA) — 170 Python files |
+| Application Type | **Energy System** |
+| Primary Framework | PyPSA |
+| Secondary Frameworks | Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 777 |
+| Python Files | 170 |
+| Test Directories | 1 |
+| Entry Points | 0 |
+| Config Files | 2 |
+| Doc Files | 3 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- CSS
+- HTML
+- JavaScript
+- Jupyter Notebook
+- NetCDF Scientific
+- Python
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- JSON
+- Markdown
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Python Build
+
+## Technology Stack
+
+- Python
+
+## Entry Points
+
+- None detected
+
+## Configuration Files
+
+- `.\pyproject.toml`
+- `docs\requirements.txt`
+
+## Documentation
+
+- `.\CONTRIBUTING.md`
+- `.\LICENSE`
+- `.\README.md`
+
+## Test Directories
+
+- `test`
+
+## Warnings & Diagnostics
+
+1. 5 file extension(s) not in language registry: .cff, .csv, .ignore, .in, .typed. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (5 not yet in registry):
+- `.cff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.csv` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.ignore` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.typed` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:31.633384+00:00*

scan_python_igraph.md

@@ -0,0 +1,121 @@
+# Repository Scan Report — python-igraph
+
+**Generated by:** CodeTruth Agent V3 — Module 1 — Universal Repository Discovery Engine  
+**Scanned At:** 2026-06-12 11:20:32 UTC  
+**Scan Status:** `COMPLETE`  
+
+---
+
+## Repository Identity
+
+| Field | Value |
+|---|---|
+| Name | python-igraph |
+| Path | `C:\repos\v3\python-igraph` |
+| Purpose | python-igraph — Graph Analytics (iGraph) — 150 Python files |
+| Application Type | **Graph Analytics** |
+| Primary Framework | iGraph |
+| Secondary Frameworks | Pytest, Requests |
+
+## Confidence
+
+| Score | Value |
+|---|---|
+| Discovery Score | 100% |
+| Classification Score | 100% |
+| Overall | 100% |
+
+## Repository Scale
+
+| Metric | Count |
+|---|---|
+| Total Files Scanned | 272 |
+| Python Files | 150 |
+| Test Directories | 1 |
+| Entry Points | 4 |
+| Config Files | 7 |
+| Doc Files | 5 |
+
+## Discovered Assets
+
+### Languages (Executable Source Code)
+
+- C
+- C++
+- CSS
+- Docker
+- GML Network
+- Python
+- Shell
+- TOML
+- YAML
+
+### File Types (Documents & Data)
+
+- Configuration File
+- JSON
+- Markdown
+- ReStructuredText
+- Text
+
+### ML Models & Neural Network Weights
+
+- None detected
+
+## Build Systems
+
+- Make
+- Python Build
+- Setuptools
+
+## Technology Stack
+
+- Python
+- Docker
+
+## Entry Points
+
+- `scripts\doctests.py`
+- `scripts\patch_modularized_graph_methods.py`
+- `src\igraph\app\shell.py`
+- `src\igraph\drawing\cairo\text.py`
+
+## Configuration Files
+
+- `.\Makefile`
+- `.\pyproject.toml`
+- `.\setup.py`
+- `doc\source\requirements.txt`
+- `docker\emscripten\Dockerfile`
+- `docker\jupyter\Dockerfile`
+- `docker\minimal\Dockerfile`
+
+## Documentation
+
+- `.\CHANGELOG.md`
+- `.\LICENSE`
+- `.\README.md`
+- `doc\examples_sphinx-gallery\README.rst`
+- `docker\jupyter\README.rst`
+
+## Test Directories
+
+- `tests`
+
+## Warnings & Diagnostics
+
+1. 2 file extension(s) not in language registry: .cff, .in. These files were counted but language not identified. Add to LANGUAGE_EXTENSIONS in framework_signatures.py.
+
+**Unknown Extensions** (2 not yet in registry):
+- `.cff` — add to `LANGUAGE_EXTENSIONS` for future support
+- `.in` — add to `LANGUAGE_EXTENSIONS` for future support
+
+## Governance Gate — V3-003
+
+✅ **APPROVED** — Repository understanding complete. Pipeline may proceed.
+
+---
+
+*Generated by [CodeTruth Agent V3](https://github.com/Zeeshan78699/CodeTruthAgent)*  
+*Module 1 — Universal Repository Discovery Engine*  
+*Scan timestamp: 2026-06-12T11:20:32.645949+00:00*