text stringlengths 185 73.3k | repo stringlengths 7 100 | path stringlengths 4 146 | language stringclasses 7
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"""Stage artifact cleanup engine.
Prunes obsolete validation, review, and remediation artifacts from document
folders while keeping the latest N versions per artifact type.
"""
from __future__ import annotations
import logging
import re
from dataclasses import dataclass, field
from pathlib import Path
from mcp_serv... | vladm3105/aidoc-flow-framework | platforms/hermes/src/mcp_server/cleanup/runner.py | .py | 367f95293e056fa2 | 7.63 | 17 |
"""Project .env file loader with mtime-based caching and security protections."""
from __future__ import annotations
import logging
import stat
from pathlib import Path
from typing import Any
from dotenv import dotenv_values
logger = logging.getLogger(__name__)
BLOCKED_ENV_VARS: frozenset[str] = frozenset(
{
... | vladm3105/aidoc-flow-framework | platforms/hermes/src/mcp_server/env_manager.py | .py | a1e994ad9c655672 | 7.63 | 17 |
"""API-based LLM execution via LiteLLM.
Uses litellm.acompletion() as universal gateway supporting 100+ LLM providers
including OpenAI, Anthropic, Google, and OpenRouter.
"""
from __future__ import annotations
import contextlib
import logging
import os
import threading
from .contracts import ExecutorResult
from .re... | vladm3105/aidoc-flow-framework | platforms/hermes/src/mcp_server/executor/api_runner.py | .py | ed50d12c468148c0 | 7.63 | 17 |
"""Typed values for the full-system RS-LoCoMo-Full-v16 protocol."""
from __future__ import annotations
from datetime import datetime
from decimal import Decimal
import json
from typing import Annotated
from typing import Literal
from uuid import UUID
from pydantic import BaseModel
from pydantic import ConfigDict
fro... | writeitai/remember-stack | benchmarks/locomo/model.py | .py | f0991f2c4cb3dcb6 | 7.48 | 8 |
"""Balance LoCoMo conversations across independent benchmark hosts."""
from __future__ import annotations
import argparse
from collections.abc import Sequence
from dataclasses import dataclass
import json
from pathlib import Path
import re
_SESSION_KEY = re.compile(r"session_[1-9][0-9]*")
@dataclass(frozen=True)
c... | writeitai/remember-stack | benchmarks/locomo/sharding/make_shards.py | .py | 12e0c1b9c9dc7751 | 7.48 | 8 |
"""Optional Langfuse observer for LoCoMo answer and judge stages.
This module is imported only after all three Langfuse environment bindings are
non-empty. It never receives rendered prompts, source chunks, tool results, gold
answers, or failure messages.
"""
from __future__ import annotations
from collections.abc i... | writeitai/remember-stack | benchmarks/locomo/tracing.py | .py | bdc2e6b484bb6d6b | 7.48 | 8 |
"""BEAM official-style scoring: rubric nugget LLM-as-judge (+ Kendall τ-b for event order).
Faithful port of the evaluation logic in the upstream BEAM repository
(``src/evaluation/compute_metrics.py`` / ``run_evaluation.py``) and paper §2.4:
- For each probing question, gold rubrics are **atomic nuggets**.
- An LLM j... | writeitai/remember-stack | benchmarks/rs_harness_beam/official_score.py | .py | 3c0dcee134a1ad79 | 7.48 | 8 |
"""Validate the single version shared by RememberStack release artifacts."""
from __future__ import annotations
import argparse
from pathlib import Path
import re
import tomllib
_SEMVER = re.compile(r"(0|[1-9]\d*)\.(0|[1-9]\d*)\.(0|[1-9]\d*)")
_IMAGE = "ghcr.io/writeitai/remember-stack"
_POSTGRES_SOURCE_MARKER = re.... | writeitai/remember-stack | scripts/check_release_contract.py | .py | 24c2b2df1d28b57c | 7.48 | 8 |
"""Shared bounded admission for interactive PostgreSQL retrieval reads."""
from collections.abc import Iterator
from contextlib import contextmanager
from contextvars import ContextVar
from threading import BoundedSemaphore
from time import monotonic
from sqlalchemy.engine import Connection
from sqlalchemy.engine imp... | writeitai/remember-stack | src/rememberstack/adapters/bounded_postgres_read.py | .py | 022204f025c67a65 | 7.48 | 8 |
"""Sandboxed stock-Codex adapter for one declared-output Plane-K session."""
import json
from pathlib import Path
import subprocess
from tempfile import TemporaryDirectory
from pydantic import Field
from pydantic_settings import BaseSettings
from pydantic_settings import SettingsConfigDict
from rememberstack.model i... | writeitai/remember-stack | src/rememberstack/adapters/codex_writer.py | .py | f62497d8d0f28a2f | 7.48 | 8 |
"""The markitdown conversion route (D38): office/html/email formats → Markdown."""
import io
from typing import Final
from markitdown import MarkItDown
from markitdown import StreamInfo
from markitdown._exceptions import MarkItDownException
from rememberstack.model import ConversionError
from rememberstack.model imp... | writeitai/remember-stack | src/rememberstack/adapters/markitdown_converter.py | .py | bd6f90539e9dea0c | 7.48 | 8 |
"""Control-plane metadata spend lease (D46). Never sends a memory payload."""
from __future__ import annotations
from typing import Any
from uuid import UUID
import httpx
from rememberstack.model import SpendLeaseRefused
from rememberstack.model import SpendLeaseUnavailable
class ControlPlaneSpendLease:
"""PO... | writeitai/remember-stack | src/rememberstack/adapters/selfhost/control_plane_spend_lease.py | .py | a6211e8ed52bc196 | 7.48 | 8 |
"""Dedicated append-only local store for portable D74 forget intent."""
import os
from pathlib import Path
from uuid import UUID
from uuid import uuid4
from rememberstack.model import ForgetManifest
from rememberstack.model import ForgetManifestConflictError
class LocalFSForgetManifestStore:
"""Persist content-... | writeitai/remember-stack | src/rememberstack/adapters/selfhost/forget.py | .py | 09e9dfd10e3d689c | 7.48 | 8 |
"""SHA-256 Bearer adapter for the single-deployment auth perimeter.
Verifier material is ``(issued_deployment_id, digest)``. The adapter returns
that issued UUID as ``AuthenticatedContext.deployment_id`` — never the process
UUID — so a bind for deployment A installed on process B is 403 at
``_perimeter``.
"""
from __... | writeitai/remember-stack | src/rememberstack/adapters/selfhost/hashed_bearer_auth.py | .py | abd33614c0740925 | 7.48 | 8 |
"""S3-compatible MinIO object storage for the self-host profile."""
from typing import cast
from typing import NotRequired
from typing import Protocol
from typing import TypedDict
import boto3
from botocore.client import Config
from botocore.exceptions import ClientError
from pydantic import SecretStr
from pydantic_s... | writeitai/remember-stack | src/rememberstack/adapters/selfhost/minio.py | .py | ed3e4ed03440d3c3 | 7.48 | 8 |
"""Local-directory mount publisher: the four D51 read-only views (e0 §5).
Agents read the memory on their filesystem: the **corpus filesystem** they
browse first, the **artifacts** they drill into from a stub, the **raw**
originals — deliberately *off the navigation path* — and the Plane-K
checkout. Every view is read... | writeitai/remember-stack | src/rememberstack/adapters/selfhost/mounts.py | .py | 2807e2588699bbbd | 7.48 | 8 |
"""Local-filesystem object store adapter: immutable bytes under one root (D61/D62)."""
from pathlib import Path
from rememberstack.model import ObjectAlreadyExistsError
from rememberstack.model import ObjectKey
from rememberstack.model import ObjectKeyEscapesRootError
class LocalFSObjectStore:
"""The self-host ... | writeitai/remember-stack | src/rememberstack/adapters/selfhost/object_store.py | .py | bffc5610e6438189 | 7.48 | 8 |
"""D74 purge acknowledgement for self-host projection bytes and caches."""
from pathlib import Path
from pathlib import PurePosixPath
import shutil
from uuid import UUID
from rememberstack.model import ObjectKey
from rememberstack.ports import ObjectPurgePort
from rememberstack.spine import ProjectionCatalog
class ... | writeitai/remember-stack | src/rememberstack/adapters/selfhost/projection.py | .py | 8ee65a62172d0ce7 | 7.48 | 8 |
"""AIWorkHub MCP server package.
Coordinator credential scrubbing runs here, at package-init time, instead of
inside a single submodule such as ``core.py``. Python always finishes
executing a package's ``__init__.py`` before importing any of its submodules
(``core``, ``dashboard``, ``server``, ``worker_workspace``, ..... | shrec/AIWorkHub | src/aiworkhub/__init__.py | .py | b8c37de296c79c97 | 7.45 | 7 |
"""B821 CLI surface: safe, dry-run-first agent tool-instruction activation.
Usage:
python -m aiworkhub.agent_tool_instruction_cli preview [--repo ROOT] [--provider P]
python -m aiworkhub.agent_tool_instruction_cli inspect [--repo ROOT] --provider P
python -m aiworkhub.agent_tool_instruction_cli apply [--repo RO... | shrec/AIWorkHub | src/aiworkhub/agent_tool_instruction_cli.py | .py | 7c2928b7925133eb | 7.45 | 7 |
"""AuditSystem — a read-only, narrow-scope review layer.
This is the layer that composes existing pieces (read-only review passes,
narrow scoping, and a structured findings queue) into repeatable audit passes
*without* going through the worker card lifecycle. It is, by contract:
- **separate** from the worker card li... | shrec/AIWorkHub | src/aiworkhub/audit_system.py | .py | 9afd9c16c3d3c7bf | 7.45 | 7 |
"""CAAS enforcement — Continuous Audit as a Service, upheld by construction.
CAAS stands for **Continuous Audit as a Service** (the owner-canonical
expansion; ``docs/CAAS_PROTOCOL.md`` is the contract). This module checks the
protocol's automatically-enforceable properties as part of the normal
lifecycle: a transition... | shrec/AIWorkHub | src/aiworkhub/caas_enforcement.py | .py | 5aad5bf9f1905769 | 7.45 | 7 |
"""Declarative catalog of Context Graph manager-chat capture adapters.
The Context Graph records the manager conversation only. Each supported
manager provider is described here in a single place so that the runtime status
surface (:func:`aiworkhub.context_graph.status`) and the capture
implementations agree on which... | shrec/AIWorkHub | src/aiworkhub/capture_adapters.py | .py | 142f30e55002e9f9 | 7.45 | 7 |
"""Claude manager-chat capture for the repository Context Graph.
The Codex manager transcript is projected by
:mod:`aiworkhub.manager_transcript_capture`, which consumes completed
``item/completed`` messages from a verified Codex App Server mux. Claude Code
has no such mux; it persists an append-only JSONL session tr... | shrec/AIWorkHub | src/aiworkhub/context_capture.py | .py | 6b18a7e9a15f2f20 | 7.45 | 7 |
#!/usr/bin/env python3
"""
Easing Functions - Timing functions for smooth animations.
Provides various easing functions for natural motion and timing.
All functions take a value t (0.0 to 1.0) and return eased value (0.0 to 1.0).
"""
import math
def linear(t: float) -> float:
"""Linear interpolation (no easing)... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/core/easing.py | .py | 60bc943449802541 | 7.42 | 6 |
#!/usr/bin/env python3
"""
GIF Builder - Core module for assembling frames into GIFs optimized for Slack.
This module provides the main interface for creating GIFs from programmatically
generated frames, with automatic optimization for Slack's requirements.
"""
from pathlib import Path
from typing import Optional
im... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/core/gif_builder.py | .py | b6f50d738c491ee0 | 7.42 | 6 |
#!/usr/bin/env python3
"""
Validators - Check if GIFs meet Slack's requirements.
These validators help ensure your GIFs meet Slack's size and dimension constraints.
"""
from pathlib import Path
def validate_gif(
gif_path: str | Path, is_emoji: bool = True, verbose: bool = True
) -> tuple[bool, dict]:
"""
... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/core/validators.py | .py | 56bd19e3aae05f83 | 7.42 | 6 |
#!/usr/bin/env python3
"""
Visual Effects - Particles, motion blur, impacts, and other effects for GIFs.
This module provides high-impact visual effects that make animations feel
professional and dynamic while keeping file sizes reasonable.
"""
from PIL import Image, ImageDraw, ImageFilter
import numpy as np
import m... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/core/visual_effects.py | .py | 259b341762903b16 | 7.42 | 6 |
#!/usr/bin/env python3
"""
Fade Animation - Fade in, fade out, and crossfade effects.
Creates smooth opacity transitions for appearing, disappearing, and transitioning.
"""
import sys
from pathlib import Path
sys.path.append(str(Path(__file__).parent.parent))
from PIL import Image, ImageDraw
import numpy as np
from... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/fade.py | .py | 7ae3ed383e693ddf | 7.42 | 6 |
#!/usr/bin/env python3
"""
Flip Animation - 3D-style card flip and rotation effects.
Creates horizontal and vertical flips with perspective.
"""
import sys
from pathlib import Path
import math
sys.path.append(str(Path(__file__).parent.parent))
from PIL import Image
from core.gif_builder import GIFBuilder
from core.... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/flip.py | .py | 37774e771eb4c7ca | 7.42 | 6 |
#!/usr/bin/env python3
"""
Kaleidoscope Effect - Create mirror/rotation effects.
Apply kaleidoscope effects to frames or objects for psychedelic visuals.
"""
import sys
from pathlib import Path
import math
sys.path.append(str(Path(__file__).parent.parent))
from PIL import Image, ImageOps, ImageDraw
import numpy as ... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/kaleidoscope.py | .py | d911d23fdea1130b | 7.42 | 6 |
#!/usr/bin/env python3
"""
Morph Animation - Transform between different emojis or shapes.
Creates smooth transitions and transformations.
"""
import sys
from pathlib import Path
sys.path.append(str(Path(__file__).parent.parent))
from PIL import Image
import numpy as np
from core.gif_builder import GIFBuilder
from ... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/morph.py | .py | 7d46e5b6abb09cd8 | 7.42 | 6 |
#!/usr/bin/env python3
"""
Move Animation - Move objects along paths with various motion types.
Provides flexible movement primitives for objects along linear, arc, or custom paths.
"""
import sys
from pathlib import Path
import math
sys.path.append(str(Path(__file__).parent.parent))
from core.gif_builder import GI... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/move.py | .py | 94dcf4d913a471d1 | 7.42 | 6 |
#!/usr/bin/env python3
"""
Pulse Animation - Scale objects rhythmically for emphasis.
Creates pulsing, heartbeat, and throbbing effects.
"""
import sys
from pathlib import Path
import math
sys.path.append(str(Path(__file__).parent.parent))
from PIL import Image
from core.gif_builder import GIFBuilder
from core.fram... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/pulse.py | .py | 512e3507c3eec167 | 7.42 | 6 |
#!/usr/bin/env python3
"""
Slide Animation - Slide elements in from edges with overshoot/bounce.
Creates smooth entrance and exit animations.
"""
import sys
from pathlib import Path
sys.path.append(str(Path(__file__).parent.parent))
from PIL import Image
from core.gif_builder import GIFBuilder
from core.frame_compo... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/slide.py | .py | 576fbfd2c70c58cd | 7.42 | 6 |
#!/usr/bin/env python3
"""
Spin Animation - Rotate objects continuously or with variation.
Creates spinning, rotating, and wobbling effects.
"""
import sys
from pathlib import Path
import math
sys.path.append(str(Path(__file__).parent.parent))
from PIL import Image
from core.gif_builder import GIFBuilder
from core.... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/spin.py | .py | 6eff85e171fc060d | 7.42 | 6 |
#!/usr/bin/env python3
"""
Wiggle Animation - Smooth, organic wobbling and jiggling motions.
Creates playful, elastic movements that are smoother than shake.
"""
import sys
from pathlib import Path
import math
sys.path.append(str(Path(__file__).parent.parent))
from PIL import Image
from core.gif_builder import GIFB... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/wiggle.py | .py | 356497711bf092c8 | 7.42 | 6 |
#!/usr/bin/env python3
"""
Zoom Animation - Scale objects dramatically for emphasis.
Creates zoom in, zoom out, and dramatic scaling effects.
"""
import sys
from pathlib import Path
import math
sys.path.append(str(Path(__file__).parent.parent))
from PIL import Image, ImageFilter
from core.gif_builder import GIFBuil... | MasterofNull/NixOS-Dev-Quick-Deploy | .agent/skills/slack-gif-creator/templates/zoom.py | .py | 955facbb5983e752 | 7.42 | 6 |
#!/usr/bin/env python
"""Exercise the real local embedder — the one core dependency pytest cannot see.
Every other heavy backend is optional and has a fake to degrade into, so a
green suite says something about all of them. `sentence-transformers` is
neither: her memory is built on it, it has no fake by design (§3 —
"... | yuri-os/YuriOS | scripts/check_embedder.py | .py | 4e816ae8971dae53 | 7.48 | 8 |
#!/usr/bin/env python3
"""Populate web/live2d/vendor/ with the Live2D runtime + the Hiyori model.
Adapted from the book's `fetch_avatar.py` (SPEC §6.6): the Live2D client lives
under web/live2d/ here, next to the VRM frontend, so the destination and the
closing hint differ. See web/live2d/README.md.
None of this is c... | yuri-os/YuriOS | scripts/fetch_live2d.py | .py | 47534efe7d84f763 | 7.48 | 8 |
#!/usr/bin/env python
"""Regenerate `docs/test-map.md` — module → the test files that exercise it.
The naming convention gets you most of the way: `world/inbox.py` is covered by
`tests/test_inbox.py`, and for 40-odd modules that is the whole answer. For the
rest it is silently untrue. `world/brain.py`, `world/main.py`... | yuri-os/YuriOS | scripts/test_map.py | .py | 9ad20f514968482f | 7.98 | 8 |
"""Card-shaped test fixtures, shared by the importer, exporter and studio suites.
Promoted out of `test_characters_importer.py` once the export side needed the
same helpers. `st_reader` is deliberately *not* the repo's strict parser: it is a
sketch of what a real client does — walk chunks, take `tEXt`, prefer `ccv3`,
... | yuri-os/YuriOS | tests/support/cards.py | .py | 6a3916bee9cca399 | 7.98 | 8 |
"""BOOTSTRAP.md, consumed once (SPEC §5.4) — on the path she is actually greeted
through.
The cold open used to live only in Build #1's `GET /api/greeting`, a route the
world server never mounts: every real greeting came from `BrainAdapter.
stream_greeting`, which asked the model for a continuity opener and never look... | yuri-os/YuriOS | tests/test_bootstrap_greeting.py | .py | e433997a3cb37311 | 7.98 | 8 |
"""The brain contract is real, and the fakes still match it.
`world/brain_protocol.py` replaced ten `hasattr` checks with two named shapes.
That is only worth something if something checks that the classes are those
shapes — otherwise the contract is a comment, and the failure it was written to
prevent (rename a metho... | yuri-os/YuriOS | tests/test_brain_protocol.py | .py | e612f2ad46c60e4c | 7.98 | 8 |
"""Export → import, on a vault that has actually been lived in.
The load-bearing test for SPEC §28. Three properties, and the feature is a
liability without all three:
* what she grew travels — an approved self-edit is on the card;
* what you are to her does not — nothing from `USER.md`, the memory tier, the
... | yuri-os/YuriOS | tests/test_card_roundtrip.py | .py | 76db79bbcb82c95a | 7.98 | 8 |
"""Config (SPEC §11 + §25) — Build #5's knobs on top of B4's on top of B2's."""
from __future__ import annotations
import os
from yurios.world.config import Config
def test_defaults():
cfg = Config(_env_file=None)
assert cfg.port == 8768 # +1 off Build #4
assert cfg.tools_backend =... | yuri-os/YuriOS | tests/test_config.py | .py | fea292414ddb111e | 7.98 | 8 |
"""DREAM consolidation (SPEC §21) — oldest-first, resumable, budget-capped,
never today's live journal. Build #1's consolidate() stub, finally implemented.
"""
from __future__ import annotations
import pytest
from yurios.app.memory.store import FileMemoryStore
from yurios.mind.dream import DreamConsolidator
from yuri... | yuri-os/YuriOS | tests/test_dream.py | .py | 063995d4eb1558d7 | 7.98 | 8 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent/base/myagent.py | .py | 4a2c6de1597ab6de | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent/base/register.py | .py | 072abc2b06e07045 | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent/crewai/register.py | .py | 496b6cc14e18aca9 | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent/langgraph/myagent.py | .py | e4e009a2300c15c8 | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent/langgraph/register.py | .py | a735f2fbed312034 | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent/llamaindex/register.py | .py | 43da7a02f5fdd640 | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent/run_agent.py | .py | 4e875d0375f0c2d3 | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent_tests/conftest.py | .py | d15635907d948f4c | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent_tests/helpers.py | .py | bf0e0268350ab302 | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent_tests/test_a2a.py | .py | 4cae7f606bb46bff | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent_tests/test_chat_completions.py | .py | f8c7d5d189758d29 | 7.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent_tests/test_cli_run.py | .py | 9ef42ab65621bec1 | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent_tests/test_history_multiturn.py | .py | 497b9754691ff6be | 8.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent_tests/test_interrupt_resume.py | .py | 9d9c217c78489f01 | 7.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent_tests/test_mcp.py | .py | c2ac1598b5fd67b6 | 7.12 | 16 |
# Copyright 2026 DataRobot, Inc. and its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... | datarobot-oss/datarobot-genai | e2e-tests/dragent_tests/test_memory.py | .py | f728008fdc4a4731 | 8.12 | 16 |
#!/usr/bin/env python3
"""Export health data snapshot for LLM analysis.
Usage:
python3 scripts/health_snapshot.py [--date YYYY-MM-DD] [--check]
Outputs JSON to stdout for LLM consumption (OpenClaw / hermes-agent).
"""
import argparse
import json
import sys
from datetime import date
from pathlib import Path
# Ad... | n0Pnyk/zepp-health-skill | scripts/health_snapshot.py | .py | 62b003808efb7289 | 7.48 | 8 |
"""Configuration loading and authentication management.
Supports multiple configuration sources, priority from high to low:
1. CLI arguments (--token, --user-id, --cookie)
2. File specified via --config or $ZEPP_CONFIG environment variable
3. ./config.json
4. ~/.config/zepp-health/config.json
5. Environment variables ... | n0Pnyk/zepp-health-skill | zepp_health/config.py | .py | 367b2ddd8460c0c8 | 7.48 | 8 |
"""Output formatting.
Supports three output formats:
- JSON: for hermes-agent consumption
- Terminal: rich-formatted terminal output
- Morning Briefing: natural language morning report text
"""
from __future__ import annotations
from zepp_health.models import HealthReport
def to_json(report: HealthReport, indent: ... | n0Pnyk/zepp-health-skill | zepp_health/report.py | .py | 9ba263fc1e826b41 | 7.48 | 8 |
"""In-memory realtime transport shared by WebSocket clients.
The application deliberately keeps this layer independent from deployment
topology. It only deals with small JSON events produced inside this FastAPI
process; files and all request/response operations stay on HTTP.
"""
from __future__ import annotations
im... | amenorira/lora-scripts-anima | backend/core/realtime.py | .py | 993588aaf7f9133e | 7.56 | 12 |
"""GUI 入口：`python -m backend.gui`。
启动顺序：解释器版本门禁 → 启动兼容性补丁 → 环境检查/依赖修复 →
端口探测 → TensorBoard 拉起 → uvicorn 托管 FastAPI。
"""
import argparse
import asyncio
import atexit
import os
import platform
import signal
import subprocess
import sys
# 项目启动兼容性补丁必须先于 ML 依赖导入
if sys.platform == "win32":
from tools.python_startup im... | amenorira/lora-scripts-anima | backend/gui.py | .py | 19b54e7c30920f5f | 7.56 | 12 |
import logging
import os
from logging.handlers import RotatingFileHandler
class _ConsoleVisibilityFilter(logging.Filter):
"""Allow selected records to be kept in the file log without console noise."""
def filter(self, record):
return getattr(record, "console", True)
# TensorBoard is served through ... | amenorira/lora-scripts-anima | backend/log.py | .py | 17a01dbb1fbc08df | 7.56 | 12 |
"""
任务监控器：每秒采样进程内任务状态并发布实时事件。
功能：
- 监控任务状态变化
- 收集训练进度
- 收集硬件信息
- 发布 WebSocket 实时事件
- 控制台单行训练进度条（rich Progress，含 loss/lr/epoch/已运行/剩余）
"""
from __future__ import annotations
import asyncio
import logging
import time
from pathlib import Path
from typing import Any
from backend.core.realtime import realtime_hub, realti... | amenorira/lora-scripts-anima | backend/monitor/monitor.py | .py | 217d9bfa7343d992 | 7.56 | 12 |
"""训练任务快照与 task_id ↔ 内部 run_dir 映射。"""
from __future__ import annotations
from pathlib import Path
from backend.monitor.run_registry import (
find_run_record_by_task_id,
load_run_record,
write_run_record,
)
def _write_task_meta(
run_dir: str | Path,
task_id: str,
extra_info: dict | None = Non... | amenorira/lora-scripts-anima | backend/monitor/snapshot.py | .py | c3224e35a88b90f0 | 7.56 | 12 |
"""Same-origin WebSocket endpoint and realtime bootstrap snapshot."""
from __future__ import annotations
import asyncio
import logging
import time
from typing import Any
from fastapi import APIRouter, WebSocket, WebSocketDisconnect
from backend.core.realtime import (
PROTOCOL_VERSION,
SERVER_INSTANCE_ID,
... | amenorira/lora-scripts-anima | backend/server/routes/realtime.py | .py | b6551a1cd374bd89 | 7.56 | 12 |
"""打标图片预处理：纯 PIL 实现，替代旧版 cv2 工具函数。
约定：
- 透明区域一律合成到白底（打标模型按白底训练）
- 方形补齐用白边居中，缩放按方向选滤波器（放大 BICUBIC / 缩小 BOX 面积平均）
——面积平均对齐打标模型参考实现里的 INTER_AREA，缩采样抗锯齿且不振铃
"""
from __future__ import annotations
from PIL import Image
def flatten_to_white(image: Image.Image) -> Image.Image:
"""任意模式 → 白底 RGB。RGBA/LA 的 alpha 通道作掩码贴... | amenorira/lora-scripts-anima | backend/tagger/image_prep.py | .py | 6f5cf84501fc4122 | 7.56 | 12 |
"""打标器基类与标签后处理流水线。
Interrogator 子类约定：load() 惰性加载模型，interrogate(image) 返回
{分类: [(标签, 置信度), ...]}；postprocess_tags 把原始结果按阈值/开关
收敛成 {最终标签文本: 置信度}。
"""
from __future__ import annotations
import re
from pathlib import Path
from typing import Dict, List, Optional, Tuple
from PIL import Image
from backend.log import log
... | amenorira/lora-scripts-anima | backend/tagger/interrogators/base.py | .py | d9c6a039318ecd70 | 7.56 | 12 |
"""CL Tagger（cella110n/cl_tagger） interrogator。
模型约定（依据模型仓库自带的 tag_mapping.json 与公开推理脚本）：
- 输入 448×448、白底补齐方形、BICUBIC 缩放、/255 后按 0.5 均值/方差归一化的
BGR float32 张量
- tag_mapping.json 是数据而非代码，支持两种布局：
{"idx_to_tag": {...}, "tag_to_category": {...}}
或 {索引: {"tag": ..., "category": ...}}
- rating / quality 分类只取置信度最高的一条，其余... | amenorira/lora-scripts-anima | backend/tagger/interrogators/cl.py | .py | 9f0d53ab06b8a583 | 7.56 | 12 |
"""SmilingWolf WD 系列打标器（wd-eva02-large-tagger-v3 / wd-vit-large-tagger-v3 等）。
模型约定（来自作者公开的参考实现与模型卡）：
- 输入为 BGR float32、0-255 不归一化、白色补齐方形后缩放到模型要求边长
- 输出前 4 个神经元是 rating（general/sensitive/questionable/explicit），
其余按 selected_tags.csv 顺序对齐为一般标签
"""
from __future__ import annotations
from pathlib import Path
from typin... | amenorira/lora-scripts-anima | backend/tagger/interrogators/wd14.py | .py | 2ac74f5e14105d24 | 7.56 | 12 |
"""打标输出文件名模板引擎。
模板语法：`[name]`、`[extension]`、`[hash:algo]`、`[timestamp:fmt]`、
`[date:fmt]`、`[output_extension]`，未识别的占位符原样保留。
"""
from __future__ import annotations
import hashlib
import re
from dataclasses import dataclass
from datetime import datetime
from pathlib import Path
from typing import Callable
_TOKEN = re.... | amenorira/lora-scripts-anima | backend/tagger/naming.py | .py | 8224059a55a55295 | 7.56 | 12 |
"""子进程任务管理器。
线程安全的任务生命周期：创建（受并发上限约束）、执行、终止、查询、自动清理。
训练/打标等长任务统一经 `tm` 单例调度，保证 GPU 任务串行。
"""
from __future__ import annotations
import os
import subprocess
import threading
import time
import uuid
from enum import Enum
from typing import Dict, List, Optional
import psutil
from backend.log import log
_FINISHED_KEEP_... | amenorira/lora-scripts-anima | backend/tasks.py | .py | 959c33ff9eab17d8 | 7.56 | 12 |
#!/usr/bin/env python3
"""
Build OpenClaw-compatible SKILL.md from Claude Code source.
Usage:
python3 scripts/build_openclaw.py # output to dist/openclaw/
python3 scripts/build_openclaw.py -o /tmp/oc # custom output dir
"""
import argparse
import re
import shutil
from pathlib import Path
REPO_... | arniepropagative708/wewrite | dist/openclaw/scripts/build_openclaw.py | .py | a2009449e0c42aeb | 7.5 | 9 |
#!/usr/bin/env python3
"""
Build a writing playbook from historical articles.
Reads all .md files in corpus/, analyzes writing patterns
in batches via LLM, and outputs a structured playbook.md.
Usage:
python3 build_playbook.py
python3 build_playbook.py --batch-size 10
Requires: ANTHROPIC_API_KEY or ARK API k... | arniepropagative708/wewrite | dist/openclaw/scripts/build_playbook.py | .py | a22147cc76deace8 | 7.5 | 9 |
#!/usr/bin/env python3
"""
Diagnose which anti-AI measures are active in this WeWrite installation.
Checks: Python deps, config.yaml, style.yaml, enhancement files, dimension variance.
Outputs a human-readable report or structured JSON.
Usage:
python3 scripts/diagnose.py # text report
python3 scr... | arniepropagative708/wewrite | dist/openclaw/scripts/diagnose.py | .py | 7d23273aa43c8861 | 7.5 | 9 |
#!/usr/bin/env python3
"""
Fetch trending topics from multiple Chinese platforms.
Sources (all attempted in parallel, results merged and deduplicated):
1. Weibo hot search (weibo.com/ajax/side/hotSearch)
2. Toutiao hot board (toutiao.com/hot-event/hot-board)
3. Baidu hot search (top.baidu.com/api/board)
Usage:
... | arniepropagative708/wewrite | dist/openclaw/scripts/fetch_hotspots.py | .py | b27e66cd5240855f | 7.5 | 9 |
#!/usr/bin/env python3
"""
Fetch WeChat article statistics and update history.yaml.
Uses WeChat Data Analytics API to pull article performance:
- /datacube/getarticlesummary (daily summary)
- /datacube/getarticletotal (cumulative)
Usage:
python3 fetch_stats.py
python3 fetch_stats.py --days 7
Requires: we... | arniepropagative708/wewrite | dist/openclaw/scripts/fetch_stats.py | .py | ccd0d483dfeab205 | 7.5 | 9 |
#!/usr/bin/env python3
"""
Learn from human edits by diffing AI draft vs published final.
Compares the original AI-generated article with the human-edited version,
computes structured diffs, and saves typed lessons to lessons/.
Each lesson has:
- type: word_sub / para_delete / para_add / structure / title / tone
... | arniepropagative708/wewrite | dist/openclaw/scripts/learn_edits.py | .py | bef0b6ea9241ffe0 | 7.5 | 9 |
#!/usr/bin/env python3
"""
SEO keyword research tool.
Queries real search data to evaluate keyword popularity:
1. Baidu search suggestions (autocomplete volume proxy)
2. Baidu related searches
3. WeChat sogou index (search volume proxy)
Usage:
python3 seo_keywords.py "AI大模型"
python3 seo_keywords.py "AI大... | arniepropagative708/wewrite | dist/openclaw/scripts/seo_keywords.py | .py | afcb030435df87f7 | 7.5 | 9 |
#!/usr/bin/env python3
"""
CLI entry point for WeWrite.
Usage:
python cli.py preview article.md --theme professional-clean
python cli.py publish article.md --appid wx123 --secret abc123
python cli.py themes
"""
import argparse
import sys
import webbrowser
from pathlib import Path
import yaml
from conver... | arniepropagative708/wewrite | dist/openclaw/toolkit/cli.py | .py | 060ec986a92a9faf | 7.5 | 9 |
import json
import requests
from dataclasses import dataclass
from typing import Optional
@dataclass
class DraftResult:
media_id: str
@dataclass
class ImagePostResult:
media_id: str
image_count: int
def create_draft(
access_token: str,
title: str,
html: str,
digest: str,
thumb_med... | arniepropagative708/wewrite | dist/openclaw/toolkit/publisher.py | .py | 4849356c7c30ae59 | 7.5 | 9 |
"""
Theme system for WeWrite.
Loads YAML theme definitions and provides CSS parsing utilities
for the inline style converter.
"""
import logging
import os
import re
from dataclasses import dataclass, field
from pathlib import Path
from typing import Optional
import cssutils
import yaml
# Suppress cssutils warnings ... | arniepropagative708/wewrite | dist/openclaw/toolkit/theme.py | .py | 850913a0d12914e0 | 7.5 | 9 |
import time
import mimetypes
import requests
from pathlib import Path
from dataclasses import dataclass
# Token cache
_token_cache: dict = {}
@dataclass
class TokenResult:
access_token: str
expires_at: float # unix timestamp
def get_access_token(appid: str, secret: str, force_refresh: bool = False) -> str... | arniepropagative708/wewrite | dist/openclaw/toolkit/wechat_api.py | .py | ec1f354c98f2cf52 | 7.5 | 9 |
#!/usr/bin/env python3
"""audit_truth_daily.py — Daily truth audit for lambda-Section.
Scans ~/Documents for all projects with .git, collects factual data,
writes TRUTH_DAILY.md and optionally updates Epingle_Projets.md.
Facts per project:
- last commit (hash, date, message)
- branch, dirty status
- test files c... | Lemniscate-world/kuro-rules | scripts/audit_truth_daily.py | .py | 7a7237a9b7dbe64e | 7.45 | 7 |
#!/usr/bin/env python3
"""clone_repos_for_truth.py — Clone les repos publics dans ~/Documents pour la vérité sur CI.
Sur GitHub Actions, ~/Documents est vide: audit_truth_daily / compute_progress /
truth_enrich / generate_blog dépendent de repos locaux. Ce script clone en shallow
les repos listés dans Epingle depuis L... | Lemniscate-world/kuro-rules | scripts/clone_repos_for_truth.py | .py | 4151ff1f8fc22b65 | 7.45 | 7 |
#!/usr/bin/env python3
"""compute_progress.py — Calcule % réaliste factuel pour chaque projet (R3 pessimiste).
Formule transparente, basée sur faits:
base = 5 Nouveau, 10 Prototypage, 20 Validation, 25 Actif, 0 Archive
+ tests: test_funcs *0.4 (max 20) | 50 funcs = 20%
+ commits_30j *0.8 (max 15) | 15 commit... | Lemniscate-world/kuro-rules | scripts/compute_progress.py | .py | 22d2825eb80f0b0a | 7.45 | 7 |
#!/usr/bin/env python3
"""gen_og_image.py — Génère assets/og.png (1200x630) style Ledger Brutal depuis les stats réelles.
Usage: python gen_og_image.py [--out chemin/og.png]
Appelé par generate_portfolio.py si Pillow disponible. Échoue silencieusement sans casser le build.
"""
import re, sys
from pathlib import Path
... | Lemniscate-world/kuro-rules | scripts/gen_og_image.py | .py | a4d42d42e03f9b08 | 7.45 | 7 |
#!/usr/bin/env python3
"""generate_blog.py — Génère des billets de blog factuels automatiques.
Sources: git log, Epingle_Projets.md, TRUTH_DAILY.md, Discord (si export)
Sortie: Lemniscate-world/blog/YYYY-MM-DD-slug.md + blog/index.html
Usage:
python scripts/generate_blog.py --dry-run
python scripts/generate_blog.... | Lemniscate-world/kuro-rules | scripts/generate_blog.py | .py | 7b7528c18bdb83ca | 7.45 | 7 |
#!/usr/bin/env python3
"""kuro_doctor.py — vérification de santé complète de l'intelligence Kuro.
Une seule commande qui teste tous les composants et dit la vérité :
python scripts/kuro_doctor.py [--fix]
--fix : tente les réparations sûres (démarrer l'API, lancer un scan daemon, backup DB).
"""
import json
impor... | Lemniscate-world/kuro-rules | scripts/kuro_doctor.py | .py | c434021a3ffee941 | 7.45 | 7 |
#!/usr/bin/env python3
"""post_session_check.py — Run at end of every session to verify everything is synced.
Checks:
1. Epingle_Projets.md matches projects on disk
2. Portfolio HTML is up to date
3. Git repos are clean (no uncommitted changes)
4. Rules are consistent across repos
Usage: python scripts/post_session_c... | Lemniscate-world/kuro-rules | scripts/post_session_check.py | .py | 663d2070d681c50c | 7.45 | 7 |
#!/usr/bin/env python3
"""sync_discord_to_epingle.py — Importe tes messages Discord par projet vers Epingle_Projets.md.
Usage:
1. Exporte ton serveur Discord avec DiscordChatExporter (GUI ou CLI):
DiscordChatExporter.Cli.exe export --channel <id> --format Json --output discord_export.json
Ou exporte manuel... | Lemniscate-world/kuro-rules | scripts/sync_discord_to_epingle.py | .py | 797e39569bc6e808 | 7.45 | 7 |
"""Tests kuro_skills — logique pure, fichiers temporaires, zéro réseau."""
import json
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).resolve().parent / "scripts"))
import kuro_skills as ks # noqa: E402
# ---------- barre de progression ----------
def test_barre_proportionnelle():
... | Lemniscate-world/kuro-rules | tests/test_kuro_skills.py | .py | ab2e47f2e9fb085b | 7.95 | 7 |
import cv2
class cvMatch:
def __init__(self):
pass
def match_template(self, full_capture_image, need_match_image, threshold=0.4):
"""
在全局图片上匹配局部图片的位置
Args:
need_match_image: 局部图片（模板）路径
full_capture_image: 全局图片
threshold: 匹配置信度阈值，默认 0... | KenTsuCo/qq-farm-bot-vision | utils/cv_match.py | .py | b9c23eda01aae0d5 | 7.5 | 9 |
import ctypes
import time
from utils.window_session import WindowSession
# Windows API 常量
WM_LBUTTONDOWN = 0x0201
WM_LBUTTONUP = 0x0202
MK_LBUTTON = 0x0001
class WindowControl:
"""Windows 窗口后台控制类，支持后台静默点击"""
def __init__(self, window_title, window_session=None):
"""
初始化窗口控制器
... | KenTsuCo/qq-farm-bot-vision | utils/window_control.py | .py | 5336e3c416d67bab | 7.5 | 9 |
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