text stringlengths 185 73.3k | repo stringlengths 7 100 | path stringlengths 4 146 | language stringclasses 7
values | hash stringlengths 16 16 | score float64 7 8.5 | stars int64 0 237k |
|---|---|---|---|---|---|---|
"""Unit tests for the gh-graph dependency-navigation tool.
Covers forward imports (ast), reverse imports (grep over a temp repo), and
graceful degradation on non-Python / missing files.
Run with: pytest tests/ -q
"""
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).resolve().parent.parent / ... | remyxai/outrider | tests/test_gh_graph.py | .py | 82aee953ce12b5ea | 8.16 | 20 |
"""Tests for the inline refinement chain.
After recommend mode files a draft PR, the same run.py invocation continues
sequentially into the chain — fidelity audit → convention pass → test gate —
on the just-opened PR, so the chain runs by default without the customer
deploying the standalone outrider-fidelity/conventi... | remyxai/outrider | tests/test_inline_refinement_chain.py | .py | 1ad7ee11fe79b435 | 7.16 | 20 |
"""Regression tests: the INVOCATION.md prompt must not open with `---`.
INVOCATION.md carries OKF-conformant YAML frontmatter. The file is passed
verbatim as the Claude CLI's `-p` value, and the CLI's option parser reads a
leading `---` as an unknown flag (`error: unknown option '---'`), hard-failing
the implementatio... | remyxai/outrider | tests/test_invocation_frontmatter_strip.py | .py | a6b8076f1aa97825 | 8.16 | 20 |
"""Log-emission tests for lead-content connector routing.
When a connector (Linear, and later GitHub / engine.remyx.ai) returns a
non-ok status, the coding session proceeds by falling through to the raw
URL — so the failure would otherwise be invisible until someone re-runs
the dispatch. The log line has to carry `err... | remyxai/outrider | tests/test_lead_content_log_detail.py | .py | 06d26d76ac41ec5d | 8.16 | 20 |
"""Screen-capture helpers, isolated so they can be mocked in tests."""
from __future__ import annotations
import cv2
import mss
import numpy as np
def capture_region(x: int, y: int, w: int, h: int) -> np.ndarray:
with mss.mss() as sct:
return cv2.cvtColor(np.array(sct.grab({"left": x, "top": y, "width": ... | SuperiorIntelligence/chess-vision-ai | chess_vision_ai/capture.py | .py | 00708a8c262bea0a | 7.65 | 19 |
"""Pure functions for turning a detected board map into a valid FEN.
Nothing here touches the filesystem, the network, or an engine, which makes
this the easiest module in the project to unit test exhaustively.
"""
from __future__ import annotations
MAX_COUNT = {"K": 1, "k": 1, "Q": 9, "q": 9, "R": 10, "r": 10,
... | SuperiorIntelligence/chess-vision-ai | chess_vision_ai/fen_utils.py | .py | 109ca297c29e2f29 | 7.65 | 19 |
"""Standard-library logging configuration for the whole app.
The Tkinter UI still wants a human-readable, line-by-line log for its
on-screen "Log" tab — that behaviour is preserved by attaching a callback
handler (see ``attach_ui_handler``) instead of routing everything through
scattered ``print()`` calls.
"""
from __... | SuperiorIntelligence/chess-vision-ai | chess_vision_ai/logging_setup.py | .py | a150add14e0362e0 | 7.65 | 19 |
"""Typed data structures shared across the app.
Using dataclasses instead of ad-hoc dicts makes the engine/UI boundary
explicit, gives editors/type-checkers something to work with, and prevents
typo bugs like ``m["scor"]`` from silently returning ``None``.
"""
from __future__ import annotations
from dataclasses impor... | SuperiorIntelligence/chess-vision-ai | chess_vision_ai/models.py | .py | e1029d882fb4828f | 7.65 | 19 |
import chess
from chess_vision_ai.phase import GamePhase, detect_phase
def test_starting_position_is_opening():
assert detect_phase(chess.Board()) == GamePhase.OPENING
def test_kr_vs_k_is_tablebase():
board = chess.Board("8/8/8/4k3/8/8/4R3/4K3 w - - 0 1")
assert detect_phase(board) == GamePhase.TABLEBA... | SuperiorIntelligence/chess-vision-ai | tests/test_phase.py | .py | dcd4dbb70b1e618e | 7.15 | 19 |
import json
import logging
import traceback
from datetime import datetime, timezone
from pathlib import Path
from app.core.config import settings
# Maximum number of log entries kept in the file before oldest are trimmed
MAX_LOG_LINES = 500
# Custom level above WARNING (30) — used to highlight successful
# operatio... | deep-div/url-shortener | backend/app/core/logging.py | .py | d2cc1319d5ba8959 | 7.56 | 12 |
from urllib.parse import urlparse
def validate_url(url: str) -> None:
parsed = urlparse(url)
if parsed.scheme not in ("http", "https"):
raise ValueError("URL must start with http:// or https://")
if not parsed.netloc:
raise ValueError("URL has no domain")
def extract_code(value: str) -... | deep-div/url-shortener | backend/app/modules/url_shortener/security.py | .py | a5014dacebe65eb0 | 7.56 | 12 |
#!/usr/bin/env python3
"""
Release tool for the wicked-garden unified plugin.
Since the repo is a single plugin, this script releases from the repo root.
The --changed flag checks if there are any changes since the last tag.
Usage:
python batch_release.py --changed # Release if changed
python bat... | mikeparcewski/wicked-garden | .claude/skills/releasing/scripts/batch_release.py | .py | 1b92dc2d56fd0e20 | 7.48 | 8 |
#!/usr/bin/env python3
"""
Generate changelog from git commit history.
Usage:
python changelog.py <component-path> [--since <tag>] [--format <format>]
Formats:
markdown (default), json, plain
"""
import subprocess
import re
import sys
import json
from datetime import datetime
from typing import List, Dict, A... | mikeparcewski/wicked-garden | .claude/skills/releasing/scripts/changelog.py | .py | 21ee3ad124171f3d | 7.48 | 8 |
#!/usr/bin/env python3
"""
Release automation tool for the wicked-garden unified plugin.
Usage:
python release.py <component-path> [options]
Options:
--bump <major|minor|patch> Force specific version bump
--version <version> Set specific version
--dry-run Preview changes wit... | mikeparcewski/wicked-garden | .claude/skills/releasing/scripts/release.py | .py | 21a00611776e1618 | 7.48 | 8 |
#!/usr/bin/env python3
"""
Component scaffolding tool for the wicked-garden unified plugin.
Skills-only layout: the plugin ships skills and hooks. The former commands/
and agents/ trees were absorbed into skills/ —
* a former COMMAND is now an ACTION of a consolidated per-domain router
skill at skills/{domain}/... | mikeparcewski/wicked-garden | .claude/skills/scaffolding/scripts/scaffold.py | .py | ff3a0dd291dc6143 | 7.48 | 8 |
"""
daemon/__init__.py — wicked-garden daemon package.
The daemon is a background service that:
- Monitors the wicked-bus event stream for garden-relevant events
- Manages council sessions (multi-model voting)
- Runs HITL (human-in-the-loop) hooks
- Maintains a projector for state projection
- Provides an HTTP server ... | mikeparcewski/wicked-garden | daemon/__init__.py | .py | eecd5aee3eb5699c | 7.48 | 8 |
#!/usr/bin/env python3
"""SessionEnd hook — heavy cadence work that previously ran every Stop.
Provenance: v9.2.15 redesign. Stop fires per-turn (~30/session). The four
heavy functions (memory decay/consolidation, telemetry, guard pipeline) are
session-scope work and do not need to run after every model response.
Thi... | mikeparcewski/wicked-garden | hooks/scripts/session_end.py | .py | 0260be6add06e86d | 7.48 | 8 |
# Copyright (c) InverSQL Authors - All Rights Reserved
import dataclasses as dcls
import logging
from collections import abc as cabc
import sqlglot
from sklearn import tree
from inversql.joins import (
Joiner,
JoinerList,
cross_joiner,
shared_col_name_joiner,
)
from inversql.rels import SkLearnTreeRe... | rentruewang/inversql | src/inversql/pipelines.py | .py | 56bde6b0491562ba | 7.62 | 16 |
# Copyright (c) InverSQL Authors - All Rights Reserved
"Relations."
import abc
import dataclasses as dcls
import functools
import math
import operator
import typing
from collections import abc as cabc
import numpy as np
import pandas as pd
import sqlglot
from numpy import typing as npt
from sklearn import tree
from ... | rentruewang/inversql | src/inversql/rels.py | .py | 831b72f27ebd806d | 7.62 | 16 |
# Copyright (c) InverSQL Authors - All Rights Reserved
import abc
import collections
import dataclasses as dcls
import functools
import typing
from collections import abc as cabc
import numpy as np
import sympy
from sklearn import tree
from sklearn.utils import validation
from inversql._utils import BoolArray, Float... | rentruewang/inversql | src/inversql/trees.py | .py | 277924a5a08e009e | 7.62 | 16 |
# Copyright (c) InverSQL Authors - All Rights Reserved
import pandas as pd
import pytest
from inversql.joins import (
FilteredJoiner,
Joiner,
JoinerList,
all_subsets,
cross_joiner,
shared_col_name_joiner,
)
from inversql.rels import SourceRelation
def _sets():
yield "abcde"
yield "ab... | rentruewang/inversql | tests/test_joins.py | .py | dafe4b5c7a6ed693 | 7.12 | 16 |
import torch
import torch.nn.functional as F
from dataclasses import dataclass
# from configs.guidance_config import GuidanceConfig
# from diffusers import IFPipeline, UNet2DConditionModel
from diffusers.pipelines.deepfloyd_if.pipeline_if import IFPipeline
from diffusers.models.unets.unet_2d_condition import UNet2DCon... | threedle/radmesh | radmesh/csd.py | .py | eff8679829888511 | 7.66 | 20 |
from typing import Optional, Callable, TypeVar, List, Tuple
from functools import partial, lru_cache
import os
import sys
from contextlib import contextmanager
_T = TypeVar("_T")
_S = TypeVar("_S")
def expect(mx: Optional[_T], exc: Exception) -> _T:
if mx is None:
raise exc
else:
return mx
... | threedle/radmesh | radmesh/misc_helpers.py | .py | 80a4a1fd5705211f | 7.66 | 20 |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import torch
import torch.nn.functional as F
def quaternion_to_matrix(quaternions: torch.Tensor) -> torch.Ten... | threedle/radmesh | radmesh/pytorch3d/transforms.py | .py | e88c12b84fae0c24 | 7.66 | 20 |
"""Create or delete a hosted Foundry support agent for the end-to-end tutorial.
The tutorial in ``docs/tutorial-end-to-end.md`` walks the user through a
realistic agent-with-tools evaluation. This helper avoids forcing the user to
click through the Foundry portal: it registers three function tools
(``lookup_order``, `... | Azure/agentops | scripts/create_support_agent.py | .py | 8d5bd2e9398dd2cf | 7.57 | 13 |
"""Aggregate per-scenario E2E artifacts into a single Markdown summary.
Reads downloaded GitHub Actions artifacts from ``artifacts/<job-name>/`` and
emits a single Markdown summary table to stdout (or ``--out`` if provided)
covering both the offline smoke scenarios and every live-* scenario, so the
run page shows one ... | Azure/agentops | scripts/e2e_aggregate_summary.py | .py | 3db156f33cca1d37 | 7.57 | 13 |
"""End-to-end demo runner for AgentOps.
Exercises the full CLI surface against an in-process HTTP echo agent and
produces a self-contained ``evidence/`` folder suitable for pull-request
reviews and GitHub Actions artifact uploads.
The script is offline by design: it does not contact Azure, Foundry, or any
real model ... | Azure/agentops | scripts/e2e_demo.py | .py | 1db7e5943a207fe6 | 7.57 | 13 |
"""Render scenario-specific agentops.yaml files for the e2e workflow.
Reads target identifiers from environment variables (set by the GitHub
Actions workflow from repo Actions Variables + Bicep outputs) and writes
one agentops.yaml per scenario into ``./e2e-runs/<scenario>/``.
Scenarios:
- foundry-prompt: AGENTOPS_... | Azure/agentops | scripts/e2e_render_config.py | .py | 04a4351e949b247a | 7.57 | 13 |
"""Legacy id / category aliases for the WAF-aligned rename.
This module is the single auditable home for the
``genaiops`` -> ``operational_excellence`` / ``genaiops.*`` ->
``opex.*`` rename. It exists to soften the upgrade for users with
existing ``agent.yaml`` files that reference the old names; the
canonical surface... | Azure/agentops | src/agentops/agent/_legacy_ids.py | .py | 371cc24ab5d94f2d | 7.57 | 13 |
"""Lazy Azure SDK glue for the ``rbac_openai_data_plane`` Doctor check.
Kept in a private module so the parent check can attempt the lazy
import in a single place and stay silent when ``azure-identity`` /
``azure-mgmt-authorization`` are not installed. All errors that should
make the check skip are normalised into :cl... | Azure/agentops | src/agentops/agent/checks/_rbac_authorization.py | .py | 149bccc458ebdca3 | 7.57 | 13 |
"""Operational excellence check.
Pipeline-hygiene findings that are time-based or stability-based rather
than file-based (which live in :mod:`agentops.agent.checks.mlops`).
Findings emitted:
* ``opex.stale_evaluation`` - Doctor warns when no fresh eval run has
landed in the configured window.
* ``opex.flaky_metric... | Azure/agentops | src/agentops/agent/checks/opex.py | .py | 01e13d437e200398 | 7.57 | 13 |
"""Check: signed-in principal has Cognitive Services OpenAI User RBAC.
Cloud eval graders and any other data-plane Azure OpenAI call run by
``agentops eval run`` need the **Cognitive Services OpenAI User** role
(or another role granting the
``Microsoft.CognitiveServices/accounts/OpenAI/*/action`` data action) on
the A... | Azure/agentops | src/agentops/agent/checks/rbac_openai_data_plane.py | .py | 03360a5bc1482bcd | 7.57 | 13 |
"""Severity-ranked findings produced by the watchdog agent."""
from __future__ import annotations
from dataclasses import dataclass, field
from enum import Enum
from typing import Any, Dict
class Category(str, Enum):
"""High-level grouping for a finding.
Categories are stable user-facing buckets used for f... | Azure/agentops | src/agentops/agent/findings.py | .py | 2df8e12f445418da | 7.57 | 13 |
"""Append-only analysis history for the watchdog agent.
Each ``agentops doctor`` invocation appends one JSON record to
``.agentops/agent/history.jsonl``. The file is the canonical local
storage for the cockpit (``agentops cockpit``) and for any future
trend-based checks. No Azure resource required.
When OpenTelemetry... | Azure/agentops | src/agentops/agent/history.py | .py | 90e06246eda1c856 | 7.57 | 13 |
"""WAF AI Landing Zones knowledge base for the Doctor agent.
This package ships a CSV (`waf-checklist.csv`) that maps every Doctor
finding id to the Microsoft Well-Architected Framework (WAF) for AI
workloads pillar/area it belongs to.
The shipped CSV is the **packaged baseline**. Users can override or
extend it on a... | Azure/agentops | src/agentops/agent/knowledge/__init__.py | .py | 0f06fd7ca1662534 | 7.57 | 13 |
"""Base helpers for individual LLM-judged rules.
Every rule shares the same shape: a focused system prompt, a Pydantic
schema for the verdict, and a small builder that converts a verdict
into a :class:`Finding`. This module factors out the duplicate code.
"""
from __future__ import annotations
import hashlib
from da... | Azure/agentops | src/agentops/agent/llm_assist/_base.py | .py | c1cb1b6edcf97edf | 7.57 | 13 |
"""LLM-judged Operational Excellence check: evaluator-bundle coverage.
Reads the project's evaluator bundle YAML and a short agent description
excerpt, then asks the judge model whether the bundle covers the
evaluators a project of that shape typically needs (e.g. a RAG agent
without ``GroundednessEvaluator``).
"""
f... | Azure/agentops | src/agentops/agent/llm_assist/_bundle_rule.py | .py | 5bbbcce035a63c01 | 7.57 | 13 |
#!/usr/bin/env python3
"""Regenerate data/ioc-index.csv from the **IOCs:** lines of families/<category>/*.md.
Output is a plain CSV (header row `indicator,type,family,category`), greppable:
`grep -i '<hash-or-defanged-domain>' data/ioc-index.csv`. Hashes are authoritative. Domains and
IPs are stored FULLY DEFANGED (ev... | stuartjash/macos-malware-kb | scripts/build-ioc-index.py | .py | d7c034a0a2ff4349 | 7.56 | 12 |
#!/usr/bin/env python3
"""Defang every domain and IP in the family entries (in place).
Rewrites domains/IPs to a fully-defanged form (evil[.]com, 1[.]2[.]3[.]4) everywhere in each
families/<category>/*.md EXCEPT the **References:** block, where citation URLs are left live.
Idempotent: re-running changes nothing. Run a... | stuartjash/macos-malware-kb | scripts/defang-iocs.py | .py | 0ea604da0d0564d5 | 7.56 | 12 |
#!/usr/bin/env python3
"""Diff two versions of a YARA / XPScripts rule file at the RULE level.
For each rule that changed, prints the rule name and what changed:
- Added rule -> its body as `+` lines
- Removed rule -> its body as `-` lines
- Modified rule -> a unified diff of that rule's block (context + `+`... | stuartjash/macos-malware-kb | scripts/xprotect-rulediff.py | .py | 2d6c3d5f9fe91a5a | 7.56 | 12 |
# SPDX-License-Identifier: Apache-2.0
"""Metering value extraction helpers."""
from __future__ import annotations
from typing import Any
def get_header(headers: dict[str, Any], name: str) -> str | None:
"""Return a header value using case-insensitive lookup."""
lowered_name = name.lower()
for key, value... | IBM/cpex-plugins | plugins/python/ica_metering_exporter/cpex_ica_metering_exporter/metering.py | .py | e1c02fb023d95637 | 7.52 | 10 |
# SPDX-License-Identifier: Apache-2.0
"""ICA metering transport and authentication."""
from __future__ import annotations
import logging
import os
import time
from dataclasses import dataclass
from typing import Any
import httpx
import jwt
logger = logging.getLogger(__name__)
@dataclass(frozen=True, slots=True)
c... | IBM/cpex-plugins | plugins/python/ica_metering_exporter/cpex_ica_metering_exporter/transport.py | .py | 03f8fb66fc82775e | 7.52 | 10 |
# SPDX-License-Identifier: Apache-2.0
"""Build contract tests for plugin-local distribution artifacts."""
from pathlib import Path
def test_build_target_writes_plugin_local_artifacts() -> None:
# Given the plugin Makefile executed by the CI target.
makefile_path = Path(__file__).parents[1] / "Makefile"
... | IBM/cpex-plugins | plugins/python/ica_metering_exporter/tests/test_build_contract.py | .py | 237fe24abc99eae5 | 7.02 | 10 |
# -*- coding: utf-8 -*-
"""Location: ./plugins/encoded_exfil_detection/encoded_exfil_detector.py
Copyright 2026
SPDX-License-Identifier: Apache-2.0
Encoded Exfiltration Detector Plugin.
Detects suspicious encoded payloads (base64, base64url, hex, percent-encoding,
hex escapes) in prompt args and tool outputs, then bl... | IBM/cpex-plugins | plugins/rust/python-package/encoded_exfil_detection/cpex_encoded_exfil_detection/encoded_exfil_detection.py | .py | 79f6b947e90bbf55 | 7.52 | 10 |
# -*- coding: utf-8 -*-
# Copyright 2026
# SPDX-License-Identifier: Apache-2.0
"""Thin compatibility shim for the Rust-owned PII filter plugin."""
from __future__ import annotations
from cpex.framework import Plugin
from cpex_pii_filter.pii_filter_rust import PIIDetectorRust, PIIFilterPluginCore
class PIIFilterPlug... | IBM/cpex-plugins | plugins/rust/python-package/pii_filter/cpex_pii_filter/pii_filter.py | .py | bc0a94c2aaf8da0b | 7.52 | 10 |
# -*- coding: utf-8 -*-
"""Thin compatibility shim for the Rust-owned rate limiter plugin."""
from __future__ import annotations
import logging
from cpex.framework import Plugin, PromptPrehookResult, ToolPreInvokeResult
from cpex_rate_limiter.rate_limiter_rust import (
RateLimiterPluginCore,
compat_default_c... | IBM/cpex-plugins | plugins/rust/python-package/rate_limiter/cpex_rate_limiter/rate_limiter.py | .py | d4341a7428376b41 | 7.52 | 10 |
# -*- coding: utf-8 -*-
"""Gateway-facing retry-with-backoff plugin - pure Rust delegation."""
from __future__ import annotations
import logging
from cpex.framework import (
Plugin,
PluginConfig,
PluginContext,
ResourcePostFetchPayload,
ResourcePostFetchResult,
ToolPostInvokePayload,
Tool... | IBM/cpex-plugins | plugins/rust/python-package/retry_with_backoff/cpex_retry_with_backoff/retry_with_backoff.py | .py | f58fe98fc208b57a | 7.52 | 10 |
# -*- coding: utf-8 -*-
"""Thin compatibility shim for the Rust-owned secrets detection plugin."""
from __future__ import annotations
from cpex.framework import Plugin
from cpex_secrets_detection.secrets_detection_rust import (
SecretsDetectionPluginCore,
py_scan_container,
)
class SecretsDetectionPlugin(Pl... | IBM/cpex-plugins | plugins/rust/python-package/secrets_detection/cpex_secrets_detection/secrets_detection.py | .py | 324d1b1c623cdaae | 7.52 | 10 |
"""Action Plan 领域模型(Phase 5-B,仅可执行规格契约,不执行动作)。"""
from __future__ import annotations
from enum import StrEnum
from pydantic import BaseModel, Field
class ActionPlanStatus(StrEnum):
"""动作计划状态。"""
DRAFT = "DRAFT"
VALIDATING = "VALIDATING"
READY = "READY"
BLOCKED = "BLOCKED"
class ActionStep(Ba... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/action_plan/models.py | .py | 24cfc3dbd3320a85 | 7.64 | 18 |
"""ActionPlanValidator:缺失 target / 未知 action / 不可满足前置 / 低置信。"""
from __future__ import annotations
from pydantic import BaseModel, Field
from maple_agent.action_plan.models import ActionPlan, ActionPlanStatus
# 与 decision.evaluator 白名单保持一致;本地定义避免 action_plan -> decision 依赖环
ALLOWED_ACTIONS = frozenset(
{
... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/action_plan/validator.py | .py | f1ed20e804eaf6d1 | 7.64 | 18 |
"""Action Proposal 数据模型(Phase 12-C,动作建议参考,不执行)。"""
from __future__ import annotations
from enum import StrEnum
from pydantic import BaseModel, Field
class ActionType(StrEnum):
"""语义动作类型(不是执行动作)。"""
OBSERVE = "OBSERVE"
NAVIGATE = "NAVIGATE"
INTERACT = "INTERACT"
COMBAT = "COMBAT"
COLLECT = ... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/action_proposal/models.py | .py | 2b7622abf1ddf89b | 7.64 | 18 |
"""Action Outcome Verification 数据模型(Phase 13-C,动作结果验证参考,只读)。"""
from __future__ import annotations
from enum import StrEnum
from pydantic import BaseModel, Field
class ActionOutcomeStatus(StrEnum):
"""动作结果状态。"""
NOT_EVALUATED = "NOT_EVALUATED"
SUCCESS = "SUCCESS"
PARTIAL_SUCCESS = "PARTIAL_SUCCESS... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/action_verification/models.py | .py | 5110155299660130 | 7.64 | 18 |
"""OutcomeTimeoutPolicy:数据驱动的验证超时参考(无 Timer / 后台线程)。"""
from __future__ import annotations
from pydantic import BaseModel, Field
class OutcomeTimeoutPolicy(BaseModel):
"""各动作类型的参考超时(秒),全部数据驱动。"""
NAVIGATE_LOCAL: float = Field(default=20.0, ge=0)
NAVIGATE_PORTAL: float = Field(default=60.0, ge=0)
IN... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/action_verification/timeout.py | .py | 5adea5cf0d2fb1b0 | 7.64 | 18 |
"""ActionOutcomeValidator:结果验证参考校验(只读)。"""
from __future__ import annotations
from enum import StrEnum
from pydantic import BaseModel, Field
from maple_agent.action_verification.models import (
ActionOutcomeReference,
ActionOutcomeStatus,
)
class ActionOutcomeVerdict(StrEnum):
"""结果校验结论。"""
VALID... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/action_verification/validator.py | .py | af6dde34af6d3e19 | 7.64 | 18 |
"""AgentLoopTrace:统一闭环 Replay(只读审计)。"""
from __future__ import annotations
import json
from pathlib import Path
from pydantic import BaseModel, Field
from maple_agent.architecture import AGENT_VERSION, TRACE_SCHEMA_VERSION
class AgentLoopStage(BaseModel):
"""单个阶段记录。"""
stage: str
status: str = ""
c... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/agent_loop/trace.py | .py | 37403f3f1f7672b3 | 7.64 | 18 |
"""Behavior Planning 数据模型(Phase 12-B,高层行为参考,不执行)。"""
from __future__ import annotations
from enum import StrEnum
from pydantic import BaseModel, Field
class BehaviorStepType(StrEnum):
"""语义行为类型(不是执行命令)。"""
QUEST_ANALYSIS = "QUEST_ANALYSIS"
NAVIGATE_REFERENCE = "NAVIGATE_REFERENCE"
INTERACT_REFEREN... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/behavior/models.py | .py | fa0c68d1baa9c8a4 | 7.64 | 18 |
"""BehaviorSequenceBuilder:行为步骤排序/组合(确定性)。"""
from __future__ import annotations
from maple_agent.behavior.models import BehaviorStep, BehaviorStepType
class BehaviorSequenceBuilder:
"""确保导航在前、验证在最后,等待优先。"""
_ORDER = {
BehaviorStepType.WAIT_REFERENCE: 0,
BehaviorStepType.NAVIGATE_REFERENCE:... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/behavior/sequence.py | .py | 994920a6c4268a1b | 7.64 | 18 |
"""BehaviorValidator:行为参考校验(只读)。"""
from __future__ import annotations
from enum import StrEnum
from pydantic import BaseModel, Field
from maple_agent.behavior.models import BehaviorReference
class BehaviorVerdict(StrEnum):
"""行为校验结论。"""
VALID = "VALID"
WARNING = "WARNING"
BLOCKED = "BLOCKED"
c... | Yokoo3431/Maple-AI-Companion-Agent | src/maple_agent/behavior/validator.py | .py | 29bd1ad1188ce544 | 7.64 | 18 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Shared helpers for the RAI review Streamlit app.
Keeps the page files short and focused on layout; all workflow glue (model
loading, running a assessment, saving artifacts) lives here.
"""
from __f... | wandb/rai-toolkit | demo/rai_review/_common.py | .py | cf1a195a22ca03d3 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Finance Information Assistant: a small RAG demo app for the financial-services preset.
Same shape as ``demo_app.triage_assistant`` but tuned for the financial-
services review flow: lending fairness... | wandb/rai-toolkit | demo_app/finance_advisor.py | .py | 9d63feb07101ea50 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Policy-violation demo model: intentionally unsafe clinical outputs.
Use this model when you need a **deterministic** healthcare assessment that
surfaces policy violations in the report / Weave trace... | wandb/rai-toolkit | demo_app/policy_violation_demo.py | .py | 9d3ad9f34cc9cbc0 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Triage Assistant: a small healthcare RAG used as the demo app.
This is *the app under review*. The RAI team submits this through the
intake form and probes it both automatically (via the assessment
... | wandb/rai-toolkit | demo_app/triage_assistant.py | .py | 2ef6cd61b356b4f7 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Garak red-team adapter.
Bridges ``NVIDIA/garak`` probes into the toolkit's :class:`RedTeamReport`
schema so they merge cleanly with the in-tree catalog and PyRIT runs.
The adapter shape mirrors :mod... | wandb/rai-toolkit | integrations/garak_integration/adapter.py | .py | b8f4948516b55612 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""NeMo Guardrails implementation of the BaseGuardrail interface."""
from __future__ import annotations
import logging
from pathlib import Path
from typing import Any
from rai_toolkit import _tracing... | wandb/rai-toolkit | integrations/nemo_integration/nemo_guardrail.py | .py | 36bbd5452b24ddae | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""NeMo Guardrails wrapped as a rai_toolkit scorer for evaluations."""
from __future__ import annotations
import asyncio
import logging
from typing import Any
from rai_toolkit.scorers.base import Bas... | wandb/rai-toolkit | integrations/nemo_integration/nemo_scorer.py | .py | 711d96a898569b44 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Weave evaluation runner: runs rai_toolkit evaluations via weave.Evaluation."""
from __future__ import annotations
import logging
from typing import Any
import weave
from rai_toolkit.compliance.en... | wandb/rai-toolkit | integrations/weave_integration/evaluation.py | .py | b5fca79a421e2e3f | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Weave annotations for the human-in-the-loop layer.
When a reviewer pins a chat turn as a ``ManualFinding`` or signs off on a
submission, those actions belong on the *same* Weave trace that produced
... | wandb/rai-toolkit | integrations/weave_integration/feedback.py | .py | cd17a17646fa85af | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Weave model adapter: wraps rai_toolkit BaseModel as weave.Model."""
from __future__ import annotations
from typing import Any
import weave
from rai_toolkit import _tracing
from rai_toolkit.models... | wandb/rai-toolkit | integrations/weave_integration/models.py | .py | c7a5eb17308532dc | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Weave scorer adapter: bridges rai_toolkit scorers to Weave scorers."""
from __future__ import annotations
import logging
from typing import Any
import weave
from rai_toolkit.scorers.base import B... | wandb/rai-toolkit | integrations/weave_integration/scorers.py | .py | 43607c5eea70fc7b | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Weave tracing integration: @weave.op wrapping and initialization."""
from __future__ import annotations
import functools
import logging
from typing import Any, Callable, TypeVar
import weave
logg... | wandb/rai-toolkit | integrations/weave_integration/tracing.py | .py | 4504b9bd10603eaf | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""W&B run lifecycle helpers for the Streamlit demo.
Bridges a synchronous "do work in Streamlit" block to a single W&B run so
every Weave trace produced inside the block is searchable in the W&B UI by... | wandb/rai-toolkit | integrations/weave_integration/wandb_run.py | .py | a5ea85558ed02fe9 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Optional Weave tracing shim.
The core toolkit stays platform-agnostic: nothing in `rai_toolkit/` imports
`weave` at module load. This shim gives us a single integration point that is
a no-op when tr... | wandb/rai-toolkit | rai_toolkit/_tracing.py | .py | 605fea5499ae59e9 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Renderer-agnostic view model for an :class:`AssessmentResult`.
Three render surfaces consume this view:
* :func:`rai_toolkit.assessment.assessor._render_html`: the standalone HTML
report attached... | wandb/rai-toolkit | rai_toolkit/assessment/report_view.py | .py | c23faca8f3c5ef5c | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Compliance Mapping Engine: the central orchestrator.
Maps compliance frameworks to risk categories to scorers.
This is the primary interface for building compliance-aware RAI evaluations.
"""
from ... | wandb/rai-toolkit | rai_toolkit/compliance/engine.py | .py | 0a49389de31daba5 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""EU AI Act compliance mapping.
Maps EU AI Act requirements to RAI toolkit capabilities and MIT risk categories.
Full enforcement of high-risk AI requirements: August 2, 2026.
"""
from __future__ imp... | wandb/rai-toolkit | rai_toolkit/compliance/eu_ai_act_mapping.py | .py | bdadc8531ba92dfd | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Data models for compliance frameworks, risk categories, and profiles."""
from __future__ import annotations
from dataclasses import dataclass, field
from enum import Enum
from typing import Any
c... | wandb/rai-toolkit | rai_toolkit/compliance/frameworks.py | .py | 60496bab1e891302 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""NIST AI Risk Management Framework mapping.
Maps NIST AI RMF 1.0 functions and categories to RAI toolkit capabilities
and Weave features (when used with the Weave integration).
"""
from __future__ i... | wandb/rai-toolkit | rai_toolkit/compliance/nist_mapping.py | .py | c2f2ca7c4f9d8810 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Scorer registry: maps risk categories to scorer classes.
This is the central mapping table. When the compliance engine resolves a profile,
it looks up each risk category here to find which scorers t... | wandb/rai-toolkit | rai_toolkit/compliance/scorer_registry.py | .py | c402b22e341d1335 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Contracts for multi-turn and agentic evaluation (scaffolding).
The core :class:`rai_toolkit.models.base.BaseModel` API is single-turn
``predict(input_text, context=...) -> ModelResponse``. Productio... | wandb/rai-toolkit | rai_toolkit/evaluation/agentic.py | .py | fa62a25bedd9647f | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Dataset loading and creation utilities."""
from __future__ import annotations
import csv
import json
import logging
from pathlib import Path
from typing import Any
logger = logging.getLogger(__nam... | wandb/rai-toolkit | rai_toolkit/evaluation/datasets.py | .py | 0c4fa145c2ad1e9a | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""RAI Evaluation Pipeline: compliance-aware evaluation orchestration."""
from __future__ import annotations
import asyncio
import inspect
import logging
from dataclasses import dataclass, field
from ... | wandb/rai-toolkit | rai_toolkit/evaluation/pipeline.py | .py | 0ceb9833cbb11456 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Compliance report generation."""
from __future__ import annotations
import json
from typing import Any
from rai_toolkit.evaluation.pipeline import EvaluationResults
class ComplianceReport:
"... | wandb/rai-toolkit | rai_toolkit/evaluation/report.py | .py | 22916727e9e1e3c0 | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Convert Weave ``get_eval_results`` output into ``EvaluationResults`` for assessment.
Lives under ``rai_toolkit.evaluation`` so importing it does not pull in
``weave`` at import time (unlike ``integr... | wandb/rai-toolkit | rai_toolkit/evaluation/weave_adapter.py | .py | a6e859e55c8a155a | 7.48 | 8 |
# SPDX-FileCopyrightText: 2026 CoreWeave, Inc.
# SPDX-License-Identifier: Apache-2.0
# SPDX-PackageName: rai-toolkit
"""Base guardrail interface: platform-agnostic guardrail abstraction."""
from __future__ import annotations
from abc import ABC, abstractmethod
from dataclasses import dataclass, field
from typing imp... | wandb/rai-toolkit | rai_toolkit/guardrails/base.py | .py | b391c9ccbbdffd20 | 7.48 | 8 |
from dotenv import load_dotenv
load_dotenv(".flaskenv")
from os import path, environ
from yaml import safe_load, YAMLError
import logging
import pytest
logging.getLogger("kubernetes").setLevel(logging.INFO)
KUBERNETES_INGRESSES_NAMESPACE = "default"
FAVICON_HOSTNAME = "prometheus.io"
FAVICON_INVALID_HOSTNAME = "a.... | ByTheHugo/kubeboard | tests/conftest.py | .py | bc62d3feb90a7988 | 7 | 9 |
from dotenv import load_dotenv
load_dotenv(".flaskenv")
from app.favicon import _favicon_fetch
from conftest import FAVICON_HOSTNAME, FAVICON_INVALID_HOSTNAME, FAVICON_URLS
# The favicon library used seems to be buggy when retrieving the favicon in SPA.
# That's why we run the test against a common static page.
def... | ByTheHugo/kubeboard | tests/test_favicon.py | .py | 7112ed7101705af9 | 7 | 9 |
from abc import ABCMeta, abstractmethod
from dataclasses import dataclass, fields, replace
from typing import Any, Optional
from anthropic.types.beta import BetaToolUnionParam
class BaseAnthropicTool(metaclass=ABCMeta):
"""Abstract base class for Anthropic-defined tools."""
@abstractmethod
def __call__(... | SalesforceAIResearch/SCUBA | agents/anthropic/tools/base.py | .py | 9f73a26a2417ad2d | 7.54 | 11 |
import asyncio
import os
from typing import ClassVar, Literal, Optional
from anthropic.types.beta import BetaToolBash20241022Param
from .base import BaseAnthropicTool, CLIResult, ToolError, ToolResult
class _BashSession:
"""A session of a bash shell."""
_started: bool
_process: asyncio.subprocess.Proce... | SalesforceAIResearch/SCUBA | agents/anthropic/tools/bash.py | .py | c9a785798b838995 | 7.54 | 11 |
"""Collection classes for managing multiple tools."""
from typing import Any
from anthropic.types.beta import BetaToolUnionParam
from .base import (
BaseAnthropicTool,
ToolError,
ToolFailure,
ToolResult,
)
class ToolCollection:
"""A collection of anthropic-defined tools."""
def __init__(se... | SalesforceAIResearch/SCUBA | agents/anthropic/tools/collection.py | .py | 4ead1f93f3d0ebdb | 7.54 | 11 |
import asyncio
import base64
import os
import shlex
import shutil
from enum import Enum
from pathlib import Path
from typing import Literal, TypedDict, Optional, Tuple
from uuid import uuid4
from anthropic.types.beta import BetaToolComputerUse20241022Param
from .base import BaseAnthropicTool, ToolError, ToolResult
fr... | SalesforceAIResearch/SCUBA | agents/anthropic/tools/computer.py | .py | 1e52dc2c0e0a8d4f | 7.54 | 11 |
from collections import defaultdict
from pathlib import Path
from typing import Literal, get_args, Optional, List
from anthropic.types.beta import BetaToolTextEditor20241022Param
from .base import BaseAnthropicTool, CLIResult, ToolError, ToolResult
from .run import maybe_truncate, run
Command = Literal[
"view",
... | SalesforceAIResearch/SCUBA | agents/anthropic/tools/edit.py | .py | c735ad6e81f3606f | 7.54 | 11 |
"""Utility to run shell commands asynchronously with a timeout."""
import asyncio
from typing import Optional
TRUNCATED_MESSAGE: str = "<response clipped><NOTE>To save on context only part of this file has been shown to you. You should retry this tool after you have searched inside the file with `grep -n` in order to ... | SalesforceAIResearch/SCUBA | agents/anthropic/tools/run.py | .py | a217892ae4e6c179 | 7.54 | 11 |
import logging
import platform
from typing import Dict, List, Tuple
from agents.s2_5.agents.grounding import ACI
from agents.s2_5.agents.worker import Worker
logger = logging.getLogger("desktopenv.agent")
class UIAgent:
"""Base class for UI automation agents"""
def __init__(
self,
engine_pa... | SalesforceAIResearch/SCUBA | agents/s2_5/agents/agent_s.py | .py | 1f5396b797f03a7d | 7.54 | 11 |
import argparse
import datetime
import io
import logging
import os
import platform
import pyautogui
import signal
import sys
import time
from PIL import Image
from agents.s2_5.agents.grounding import OSWorldACI
from agents.s2_5.agents.agent_s import AgentS2_5
current_platform = platform.system().lower()
# Global fl... | SalesforceAIResearch/SCUBA | agents/s2_5/cli_app.py | .py | 2d5a3155a3558bf0 | 7.54 | 11 |
from typing import Dict, Optional
from agents.s2_5.core.mllm import LMMAgent
class BaseModule:
def __init__(self, engine_params: Dict, platform: str):
self.engine_params = engine_params
self.platform = platform
def _create_agent(
self, system_prompt: str = None, engine_params: Optiona... | SalesforceAIResearch/SCUBA | agents/s2_5/core/module.py | .py | dff32e954c2be918 | 7.54 | 11 |
from __future__ import annotations
import base64
import io
import logging
import os
import platform
from typing import TYPE_CHECKING, Optional
from browser_use.agent.views import (
AgentHistoryList,
)
if TYPE_CHECKING:
from PIL import Image, ImageFont
logger = logging.getLogger(__name__)
def create_history_gif(... | SalesforceAIResearch/SCUBA | browser_use/agent/gif.py | .py | 848d3a4b21ba15c9 | 7.54 | 11 |
from __future__ import annotations
import logging
from typing import Dict, List, Optional
from langchain_core.messages import (
AIMessage,
BaseMessage,
HumanMessage,
SystemMessage,
ToolMessage,
)
from pydantic import BaseModel
from browser_use.agent.message_manager.views import MessageMetadata
from browser_use.... | SalesforceAIResearch/SCUBA | browser_use/agent/message_manager/service.py | .py | 15168718464a975c | 7.54 | 11 |
import pytest
from langchain_anthropic import ChatAnthropic
from langchain_core.messages import AIMessage, HumanMessage, SystemMessage
from langchain_openai import AzureChatOpenAI, ChatOpenAI
from browser_use.agent.message_manager.service import MessageManager, MessageManagerSettings
from browser_use.agent.views impor... | SalesforceAIResearch/SCUBA | browser_use/agent/message_manager/tests.py | .py | 540f13a474f2ae13 | 8.04 | 11 |
from __future__ import annotations
import json
import logging
import os
from typing import Any, Optional, Type
from langchain_core.messages import (
AIMessage,
BaseMessage,
HumanMessage,
SystemMessage,
ToolMessage,
)
logger = logging.getLogger(__name__)
def extract_json_from_model_output(content: str) -> dict... | SalesforceAIResearch/SCUBA | browser_use/agent/message_manager/utils.py | .py | d557f8f9976064f6 | 7.54 | 11 |
from __future__ import annotations
from typing import TYPE_CHECKING, Any
from langchain_core.load import dumpd, load
from langchain_core.messages import AIMessage, BaseMessage, HumanMessage, SystemMessage, ToolMessage
from pydantic import BaseModel, ConfigDict, Field, model_serializer, model_validator
if TYPE_CHECKI... | SalesforceAIResearch/SCUBA | browser_use/agent/message_manager/views.py | .py | ad18a10befae110a | 7.54 | 11 |
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