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"""Magika file type detector using ggbond Tensor API. Usage: python examples/magika.py <model.gguf> <file1> [file2 ...] """ import argparse import os from dataclasses import dataclass import numpy as np from ggbond.ggml import Backend, Context, GAllocr, GGUF, Tensor, F32, POOL_MAX MAGIKA_LABELS = [ "ai", ...	aisk/ggbond	examples/magika.py	.py	51d95c9915359ca0	7.48	8
"""Error and null-check helpers shared across the wrapper. Modules import the backing bindings directly as ``import ggml as _ggml`` (and ``from ggml import utils as _utils``); the alias keeps the external package visually distinct from this ``ggbond.ggml`` subpackage. This module only holds the small helpers built on ...	aisk/ggbond	ggbond/ggml/errors.py	.py	ad2e4dd3911d0ad5	7.48	8
"""Thin OO wrapper around ``ggml_gallocr`` (graph memory allocator).""" from __future__ import annotations from typing import TYPE_CHECKING import ggml as _ggml from .buffer import BufferType from .errors import GGMLError, nonnull if TYPE_CHECKING: from .backend import Backend from .graph import Graph cl...	aisk/ggbond	ggbond/ggml/gallocr.py	.py	81c50a737a593b9b	7.48	8
"""GGML data types and numpy dtype conversion. Reuses :class:`ggml.utils.GGML_TYPE` directly instead of defining a second enum, so the values never drift from the underlying bindings. """ from __future__ import annotations import numpy as np from ggml import utils as _utils # The canonical ggml type enum (F32 = 0,...	aisk/ggbond	ggbond/ggml/types.py	.py	11cee1bd3a23b73f	7.48	8
#!/usr/bin/env python3 """Unit tests for scripts/pipeline.py. Tests workflow argument parsing, pipeline orchestration, error propagation, and trend-pulse integration. All subprocess and external calls are mocked. """ import json import sys import unittest from unittest.mock import MagicMock, call, patch class TestP...	jakubs2623/notebooklm-skill	tests/test_pipeline.py	.py	638ee3954d072e6f	7.95	7
"""Compute the README reproducibility-badge text from a canonical bench JSON. The nightly `bench-canonical` cron writes a merged report under `benchmarks/results/v2.0.0-cron-<date>.json`. This module reads that report and produces the one-line badge text that the workflow splices between the `<!-- bench-canonical-badg...	robotrocketscience/aelfrice	benchmarks/badge.py	.py	313e8f28f5b40bbd	7.45	7
"""#1384 — sweep every codepoint's tokenisation against a real FTS5 oracle. The #1348 changelog published a codepoint-sweep figure for the diacritic fold. That figure was measured against the fold rule #1384 replaced, so it no longer describes anything the code does. Per the project rule that a published number ships ...	robotrocketscience/aelfrice	benchmarks/bm25_fold_codepoint_sweep.py	.py	3ca57408d85b6f71	7.45	7
"""How far the BM25F index vocabulary is from the FTS5 one (#1348, #1158 §2). ``retrieval`` presents the BM25F and FTS5 lanes as interchangeable, and ``AELFRICE_BM25F=0`` is the documented way to debug one against the other. That only holds if both describe the same corpus. They did not: ``beliefs_fts`` is declared ``...	robotrocketscience/aelfrice	benchmarks/bm25_fts5_divergence.py	.py	5297cbee585f9237	7.45	7
"""What the #1348 tokeniser change does to BM25F results (#1348, #1268). `benchmarks/bm25_fts5_divergence.py` answers "does the index vocabulary match FTS5". This answers the question that actually gates the change: BM25F is the default retrieval lane — `resolve_use_bm25f_anchors` returns True with no env, no kwar...	robotrocketscience/aelfrice	benchmarks/bm25_tokenizer_retrieval_ab.py	.py	051aa55a54f8950a	7.45	7
"""#1316 blocking-recall audit — does the rescue fallback lose anything? `consolidate._blocked_pairs` posts a belief to every shingle under `max_shingle_df`, and rescues beliefs the cap leaves with no posting onto their rarest shared shingles instead. The rescue exists because a family larger than the cap shares n...	robotrocketscience/aelfrice	benchmarks/consolidate_blocking_recall.py	.py	e485579425f6548b	7.45	7
"""LLM-judge stage for the context-rebuilder eval harness. Open-ended eval turns produce free-text continuations that substring match (the deterministic path in #600's `score_fidelity`) misclassifies as wrong. Those rows surface with `reason="needs_llm_judge"`. This module turns each such row into a request file the h...	robotrocketscience/aelfrice	benchmarks/context-rebuilder/judges/llm_judge.py	.py	30b790bbd80f5833	7.45	7
"""Command-line entry point for `python -m benchmarks.context_rebuilder.replay`. Invocation form (per the v1.4.0 acceptance criteria): python -m benchmarks.context_rebuilder.replay <fixture> [--clear-at N] [--out PATH] Default behaviour: replay the fixture full-baseline (no clear injection), print the resulting ...	robotrocketscience/aelfrice	benchmarks/context_rebuilder/__main__.py	.py	dd5d8d55ee277267	7.45	7
"""Midpoint-clear injection for the context-rebuilder eval harness. Forces a synthetic context-clear at a configurable point in a replay. The injection is a contract between `__main__` / `replay.run()` and the test suite: when a `ClearInjection` is passed in, the replay walks turns 0..clear_at-1 normally, substitutes ...	robotrocketscience/aelfrice	benchmarks/context_rebuilder/inject.py	.py	1c668c26cae4aab1	7.45	7
"""Cohen's-κ inter-rater agreement for eval-judge calibration (#687). Computes pairwise inter-judge κ across N≥3 independent judge runs over the same `(expected, actual)` pairs, plus a judge-vs-baseline κ where the baseline is the zero-LLM substring-exact-match path. Emits the `judge_kappa.json` artifact specified in ...	robotrocketscience/aelfrice	benchmarks/context_rebuilder/kappa.py	.py	839ff23c964f544f	7.45	7
"""Token-cost + hook-latency measurement primitives. Two scaffolding metrics for the context-rebuilder eval harness: 1. Token-budget delta. `rebuild_block_tokens / full_replay_tokens` in the headline metric framing; this module exposes the per-turn signed delta used to build that ratio. 2. **Hook la...	robotrocketscience/aelfrice	benchmarks/context_rebuilder/measure.py	.py	e590f4419ceefa94	7.45	7
"""Transcript-replay loader for the context-rebuilder eval harness. Reads a `turns.jsonl` file (per `docs/design/transcript_ingest.md` schema) and walks the per-turn agent state, returning a structured `ReplayResult` that includes per-turn `token_budget_delta` and `hook_latency_ms` measurements. Scaffolding only -- t...	robotrocketscience/aelfrice	benchmarks/context_rebuilder/replay.py	.py	7105d6b022c5719b	7.45	7
"""Continuation-fidelity scorer for the context-rebuilder eval harness. Implements the v1.4.0 answer-match metric (#138) on top of the scaffolding that shipped with #136. Sits between `replay.run()` (which walks a fixture turn-by-turn) and the headline JSON output (which now carries `continuation_fidelity` alongside `...	robotrocketscience/aelfrice	benchmarks/context_rebuilder/score.py	.py	17d52c0cd2529c16	7.45	7
"""#1291 / #1177 proposal 16 — free precision proxy for attributed correction. Proposal 16 replaces the uniform valence smear in `sentiment_feedback.apply_sentiment_to_pending` — which credits every live, unlocked belief injected on the prior turn with an equal share of the same valence, a locked one getting an audit-...	robotrocketscience/aelfrice	benchmarks/correction_attribution_proxy.py	.py	523fa5bc2d9e007a	7.45	7
"""#1096 entity-persistence demotion — offline ranking ablation (G3). Builds a SYNTHETIC labeled corpus (durable technical beliefs grounded to file paths vs ephemeral coordination grounded to bare PR numbers, all at the same Beta posterior) and reports the AUC for ranking durable above ephemeral under three priors: ...	robotrocketscience/aelfrice	benchmarks/entity_persist_ablation.py	.py	360be19abfa3aedb	7.45	7
"""#981 HRR vocabulary-bridge expansion-lane ablation (the #977-sweep arm). Runs LoCoMo under four retrieval configurations to isolate the ``use_hrr_expand`` lane: baseline — BFS off, HRR-expand off (production-style default) +hrr-expand — HRR-expand on, BFS off +bfs — BFS on, HRR-expa...	robotrocketscience/aelfrice	benchmarks/hrr_expand_ablation.py	.py	7798b528ffa96be9	7.45	7
"""Characterise the ULID-prefix date clusters in `ingest_log` (#1283). #1283's AC2 keys a deterministic spine recompute on `(created_at, ingest_log ULID)`, and one of its stated constraints is to refuse to key on migration-synth ULIDs — rows whose 48-bit ULID prefix is migration wall-clock rather than anything abo...	robotrocketscience/aelfrice	benchmarks/ingest_log_ulid_clusters.py	.py	2b4e2d545fc87ca5	7.45	7
"""Protocol-correct LoCoMo scoring. Reads predictions JSON and ground truth JSON (separate files). Handles category 5 forced-choice scoring per the original protocol. Usage: uv run python benchmarks/locomo_score_protocol.py <predictions.json> <ground_truth.json> """ from __future__ import annotations import argp...	robotrocketscience/aelfrice	benchmarks/locomo_score_protocol.py	.py	5147fcf6a7b658e9	7.45	7
"""LongMemEval scoring: compute accuracy from judge results. Reads predictions + GT + judge verdicts, reports per-category accuracy. Usage: uv run python benchmarks/longmemeval_score.py \ /tmp/longmemeval_preds.json /tmp/longmemeval_gt.json /tmp/longmemeval_judge.json """ from __future__ import annotation...	robotrocketscience/aelfrice	benchmarks/longmemeval_score.py	.py	1f5776fd4776ef3d	7.45	7
"""#1274 injection-block ordering — movable-set and lock-displacement bound. Sizes an ordering A/B before it is run, from the hook audit alone. Two questions, both answerable without a reader model or a judge: 1. Movable set. A block renders byte-identically under every policy unless there are at least t...	robotrocketscience/aelfrice	benchmarks/order_policy_movable_bound.py	.py	4aced226fa0f4095	7.45	7
"""#1089 axis-2 origin-priority tie-break — offline ablation (G3). Builds a SYNTHETIC mixed-provenance corpus: for each query, one curated belief (origin `user_validated`, as claude-memory user/feedback lands) and one conversational belief (origin `user_transcript`, as passive capture lands) share the query tokens so ...	robotrocketscience/aelfrice	benchmarks/origin_tiebreak_ablation.py	.py	dca862c06ff66e4b	7.45	7
"""CLI for the pollution-recovery benchmark (#1011 doc-chunk signal/noise). python -m benchmarks.pollution_recovery [--fixtures PATH] [-k K] [--json] Reports, per retrieval regime, whether user-stated facts survive a store flooded with keyword-overlapping document chunks. Baseline only — the #1011 R&D found no vi...	robotrocketscience/aelfrice	benchmarks/pollution_recovery/__main__.py	.py	85d89405320d589f	7.45	7
"""Core scoring for the pollution-recovery benchmark (#1011). Each fixture case is: a query, one or more user-stated `facts` that answer it, and a set of keyword-overlapping document `chunks` that should NOT out-rank the facts. We build a fresh in-memory store per case, insert facts as `user_stated` and chunks as `doc...	robotrocketscience/aelfrice	benchmarks/pollution_recovery/run.py	.py	d3e66978ef3b99f3	7.45	7
"""#1267 posterior-channel audit — which channels move a belief posterior, in which direction, at default settings. #1267 states an asymmetry: "The system has an automatic, evidence-driven channel that moves posteriors up, and none that moves them down." This enumerates every `apply_feedback` route on the production...	robotrocketscience/aelfrice	benchmarks/posterior_channel_audit.py	.py	3d0082be78598dd2	7.45	7
""" Legado Book Source Debugger - Pure Debug Engine 纯调试引擎 - 只负责调试模拟模型职责说明： - 只负责调试模拟模型 - 基于真实Legado Kotlin代码翻译 - 返回Python对象/字典 - 不负责JSON输出（由技能包处理） - 不负责修复优化（由技能包处理） """ __version__ = "2.3.0" from .engine.analyze_rule import AnalyzeRule from .engine.book_source import BookSource, BookInfoRule, ContentRule, SearchRul...	rezmdie/legadoSkill	debugger/__init__.py	.py	b388fedf5c9f47fa	7.52	10
""" Book Source File Organizer Automatically organizes generated files into book source specific folders This module provides functionality to: 1. Create or use existing 'temp' folder in project root 2. Create book source specific subfolders 3. Move all related files to the appropriate subfolder """ import os import ...	rezmdie/legadoSkill	debugger/engine/file_organizer.py	.py	7e37aaa9d95edd21	7.52	10
""" Reading Environment Simulator - 阅读环境模拟模型精确复制真实阅读环境的目录结构、文件类型和数据关系功能说明： - 模拟Legado阅读APP的运行环境 - 提供书源测试的沙箱环境 - 支持多种书源类型的测试 """ import json import os import re import time import hashlib from dataclasses import dataclass, field from datetime import datetime from pathlib import Path from typing import Any, Dict, Lis...	rezmdie/legadoSkill	debugger/environment_simulator.py	.py	98060575c66d1a81	7.52	10
""" Legado Repository Checker - 实时检查和更新Legado源码功能： 1. 检查legado仓库是否存在 2. 获取最新源码参考 3. 对比Python实现与Kotlin源码 4. 提供源码参考路径使用方法： from debugger.legado_checker import LegadoChecker checker = LegadoChecker() checker.check_analyze_rule() """ import os from pathlib import Path from typing import Dict, List, Optiona...	rezmdie/legadoSkill	debugger/legado_checker.py	.py	da71e9b320c76e61	7.52	10
"""Propaga `scripts/one_paste.ps1` a los documentos que lo ofrecen. El bloque de un pegado vive en TRES sitios: el canonico y las dos copias que lee una persona. Mantenerlas a mano garantiza que un dia diverjan, y la que se quede atras sera precisamente la que alguien copie -nadie pega desde `scripts/`-. `tests/test_o...	HorizunGroup/horizun-pbi-mcp	scripts/sync_one_paste.py	.py	167ddf0fa7f7e79a	7.56	12
"""Identidad del producto, en un solo sitio. El nombre vive aqui y no repartido por el codigo: renombrar un producto no deberia obligar a buscar cadenas sueltas en veinte archivos. COMPATIBILIDAD: las 132 tools conservan el prefijo `pbi_`. Renombrarlas romperia a cualquier cliente ya configurado, y el nombre comercia...	HorizunGroup/horizun-pbi-mcp	src/horizun_pbi_mcp/branding.py	.py	98ea0b0d62b7859f	7.56	12
"""Descarga VERIFICADA de las DLL de ADOMD.NET y TOM (Fase J3). Que hacia antes --------------- `latest_stable()` preguntaba a NuGet cual era la ultima version y se la tragaba, sin hash y sin comprobar nada. Dos instalaciones del mismo commit podian acabar con DLL distintas, y una version nueva podia romper el servido...	HorizunGroup/horizun-pbi-mcp	src/horizun_pbi_mcp/completado/libs.py	.py	ec88530f4c6ff8cf	7.56	12
"""Instala el validador PBIR oficial de Microsoft (Fase E3.2). python scripts/fetch_report_validator.py Version EXACTA y hash fijado. Ninguna operacion normal ejecuta `npx -y` ni descarga `@latest`: eso convertiria cada escritura en una descarga de codigo sin verificar, ejecutado sobre el proyecto del usuario. E...	HorizunGroup/horizun-pbi-mcp	src/horizun_pbi_mcp/completado/validador.py	.py	76f3c05ab22889b5	7.56	12
"""Backups de proyectos .pbip, con destino validado y manifiesto verificable. Fase 1A. Tres reglas que antes no se cumplian: 1. El destino NUNCA puede estar dentro del `.pbip`, del `.Report` ni del `.SemanticModel`. Si lo estuviera, Power BI podria interpretar la copia como parte del informe. La validacion vive...	HorizunGroup/horizun-pbi-mcp	src/horizun_pbi_mcp/pbip/backup.py	.py	d4e0b308cb6064ad	7.56	12
"""Lectura de `filterConfig`: el inverso de `filter_builder`. Existe para una sola pregunta: cuando se exporta el CONTENIDO de un visual, que estaba filtrando lo que se ve en pantalla. Un export que ignora los filtros da cifras que no cuadran con el tablero, y eso es peor que no exportar: nadie duda de un Excel. Por ...	HorizunGroup/horizun-pbi-mcp	src/horizun_pbi_mcp/pbip/filter_reader.py	.py	2ce37b8c5616fc11	7.56	12
"""Lectura del contenedor .pbix (paquete OPC / ZIP). Un .pbix es un ZIP con partes de nombre fijo. Las que nos importan para convertir a .pbip son: - ``Report/Layout`` informe en formato HEREDADO (JSON en UTF-16LE, con sub-JSON serializados dentro de strings). - ``Report/definition/`...	HorizunGroup/horizun-pbi-mcp	src/horizun_pbi_mcp/pbip/pbix_reader.py	.py	5e6dcf7391ebf511	7.56	12
"""Ubicacion y validacion de proyectos Power BI Project (.pbip).""" from __future__ import annotations from pathlib import Path from typing import Any, Dict, Optional from horizun_pbi_mcp.config import ActivePbip, Session from horizun_pbi_mcp.logging_config import get_logger from horizun_pbi_mcp.powerbi.errors import...	HorizunGroup/horizun-pbi-mcp	src/horizun_pbi_mcp/pbip/project_locator.py	.py	d91b195e1bfd6dfc	7.56	12
"""Abstract base class for job application adapters.""" from __future__ import annotations from abc import ABC, abstractmethod from typing import Self from jobclaw.models import Application, Job, Profile class BaseApplier(ABC): """Base applier that platform-specific appliers must implement.""" @abstractme...	Eldin162/jobclaw	jobclaw/applier/base.py	.py	a3104e531954a153	7.6	15
"""Apply history tracker to prevent duplicate applications.""" from __future__ import annotations import json import logging from datetime import date, datetime, timezone from pathlib import Path from typing import Any logger = logging.getLogger(__name__) class ApplyHistory: """Track applied jobs to avoid dupl...	Eldin162/jobclaw	jobclaw/applier/history.py	.py	e5e40de541ff10e9	7.6	15
"""LinkedIn auto-apply adapter.""" from __future__ import annotations import logging from jobclaw.applier.base import BaseApplier from jobclaw.models import Application, ApplicationStatus, Job, JobSource, Profile logger = logging.getLogger(__name__) class LinkedInApplier(BaseApplier): """Auto-apply to jobs on...	Eldin162/jobclaw	jobclaw/applier/linkedin.py	.py	7d507c5f7281dbb5	7.6	15
"""Interactive browser login for job platforms. Opens a headed browser, lets the user log in manually, then extracts and persists cookies for future use by scraper / applier layers. """ from __future__ import annotations import json import logging import os import stat import time from pathlib import Path from play...	Eldin162/jobclaw	jobclaw/auth/browser_login.py	.py	610f10879297ce9c	7.6	15
"""Extract Claude OAuth token from the locally installed Claude Code CLI.""" from __future__ import annotations import json from pathlib import Path from pydantic import BaseModel _DEFAULT_CREDENTIALS_PATH = Path.home() / ".claude" / ".credentials.json" class ClaudeToken(BaseModel): """Parsed Claude OAuth cre...	Eldin162/jobclaw	jobclaw/auth/claude_auth.py	.py	894631e6b94c6c27	7.6	15
"""Unified cookie loading: config (.env) > persisted file > prompt login. Provides a single entry point for all cookie needs across scraper and applier layers. """ from __future__ import annotations import logging from jobclaw.auth.browser_login import load_cookies logger = logging.getLogger(__name__) # Maps plat...	Eldin162/jobclaw	jobclaw/auth/cookie_manager.py	.py	96a5527f93c312b7	7.6	15
"""Application configuration loaded from environment variables.""" from functools import lru_cache from pydantic import Field from pydantic_settings import BaseSettings, SettingsConfigDict class Settings(BaseSettings): """Runtime settings for the JobClaw agent.""" model_config = SettingsConfigDict( ...	Eldin162/jobclaw	jobclaw/config.py	.py	f83165699fde30a0	7.6	15
"""Core domain models used across scraping, matching, and applying.""" from __future__ import annotations from datetime import datetime, timezone from enum import Enum from typing import Any from uuid import uuid4 from pydantic import BaseModel, Field, HttpUrl, model_validator class JobSource(str, Enum): """Su...	Eldin162/jobclaw	jobclaw/domain.py	.py	fcf197b51767d5ca	7.6	15
"""LLM-based job-profile matching engine.""" from __future__ import annotations import json import logging from pathlib import Path from langchain.chat_models import init_chat_model from langchain.schema import HumanMessage, SystemMessage from jobclaw.config import get_settings from jobclaw.models import Job, Match...	Eldin162/jobclaw	jobclaw/matcher/llm_matcher.py	.py	4ef4de9bd2e786a4	7.6	15
"""Async Claude wrapper built on the unified streaming layer.""" from __future__ import annotations from jobclaw.auth import ClaudeToken, ensure_valid_token, get_claude_token from jobclaw.models.streaming import ( StreamContext, StreamOptions, UnifiedStreamer, ) _DEFAULT_MODEL = "claude-sonnet-4-6" cla...	Eldin162/jobclaw	jobclaw/models/claude_api.py	.py	532e39f43961fce8	7.6	15
"""Async SSE streaming layer for Anthropic Claude Messages API.""" from __future__ import annotations import asyncio import json import random from dataclasses import dataclass import httpx _API_VERSION = "2023-06-01" _RETRYABLE_STATUS_CODES = {429, 500, 502, 503, 504} _OAUTH_BETAS = [ "claude-code-20250219", ...	Eldin162/jobclaw	jobclaw/models/streaming.py	.py	339989c172bc897f	7.6	15
"""Discord notification channel via webhook.""" from __future__ import annotations import logging import httpx logger = logging.getLogger(__name__) class DiscordNotifier: """Send notifications via Discord webhook.""" def __init__(self, webhook_url: str) -> None: self._webhook_url = webhook_url ...	Eldin162/jobclaw	jobclaw/notifier/discord.py	.py	2bc89ecf7d623519	7.6	15
"""Telegram notification channel via Bot API.""" from __future__ import annotations import logging import httpx logger = logging.getLogger(__name__) class TelegramNotifier: """Send notifications via Telegram Bot API.""" BASE_URL = "https://api.telegram.org/bot{token}" def __init__(self, bot_token: s...	Eldin162/jobclaw	jobclaw/notifier/telegram.py	.py	55860f856da5c825	7.6	15
"""Abstract base class for job scrapers.""" from __future__ import annotations from abc import ABC, abstractmethod from typing import Self from jobclaw.models import Job, JobSource class BaseScraper(ABC): """Base scraper that all platform scrapers must implement.""" source: JobSource @abstractmethod ...	Eldin162/jobclaw	jobclaw/scraper/base.py	.py	0f2ca6d3e512f654	7.6	15
"""Tests for ApplyHistory — anti-duplicate tracking.""" from __future__ import annotations import json from pathlib import Path import pytest from jobclaw.applier.history import ApplyHistory @pytest.fixture() def history_path(tmp_path: Path) -> Path: return tmp_path / "history.json" class TestApplyHistory: ...	Eldin162/jobclaw	tests/test_apply_history.py	.py	108560a1eda92841	8.1	15
"""Tests for Claude OAuth token auto-refresh.""" from __future__ import annotations import json import time from pathlib import Path from unittest.mock import MagicMock, patch import pytest from jobclaw.auth.token_refresh import ensure_valid_token @pytest.fixture() def creds_file(tmp_path: Path) -> Path: """C...	Eldin162/jobclaw	tests/test_token_refresh.py	.py	a22aac784a3a51a0	8.1	15
"""Conftest.py (root-level). We keep this in root pytest fixtures in pytest's doctest plugin to be available, as well as avoiding conftest.py from being included in the wheel, in addition to pytest_plugin for pytester only being available via the root directory. See "pytest_plugins in non-top-level conftest files" in...	tmux-python/libtmux-mcp	conftest.py	.py	483974239b9a487b	8.06	12
"""Base class for widgets and the docutils node that wraps rendered output.""" from __future__ import annotations import abc import collections.abc import pathlib import typing as t import jinja2 import markupsafe from docutils import nodes from sphinx.builders.html import StandaloneHTMLBuilder if t.TYPE_CHECKING: ...	tmux-python/libtmux-mcp	docs/_ext/widgets/_base.py	.py	453bd3ee1b5ea6a4	7.56	12
"""Factory that manufactures a Sphinx Directive class for a given widget.""" from __future__ import annotations import pathlib import typing as t from docutils import nodes from sphinx.util.docutils import SphinxDirective from ._base import ASSET_FILES, BaseWidget, widget_container def make_widget_directive(widge...	tmux-python/libtmux-mcp	docs/_ext/widgets/_directive.py	.py	fc17f5710a0b455f	7.56	12
"""Autodiscover widget classes from sibling modules in this package.""" from __future__ import annotations import importlib import pkgutil from ._base import BaseWidget def discover() -> dict[str, type[BaseWidget]]: """Import every non-underscore submodule; collect ``BaseWidget`` subclasses. Adding a new ...	tmux-python/libtmux-mcp	docs/_ext/widgets/_discovery.py	.py	b6e8eec6a967f7fb	7.56	12
"""Prevent flash-of-wrong-selection on the ``mcp-install`` widget. The widget's server-rendered HTML always marks the first client/method/scope tab ``aria-selected="true"`` and ``hidden=""`` on every panel except the ``(claude-code, uvx, local, off)`` cell. ``widget.js`` then reads ``localStorage`` and mutates the DOM...	tmux-python/libtmux-mcp	docs/_ext/widgets/_prehydrate.py	.py	417db3128ceb137f	7.56	12
"""Sphinx configuration for libtmux-mcp.""" from __future__ import annotations import pathlib import re import sys import typing as t from gp_sphinx.config import make_linkcode_resolve, merge_sphinx_config from gp_sphinx.defaults import DEFAULT_SPHINX_FONT_PRELOAD # Docs-only shim: ``sphinx_autodoc_fastmcp.ToolColl...	tmux-python/libtmux-mcp	docs/conf.py	.py	8bbfc6c5f9c1323d	7.56	12
"""libtmux MCP server - programmatic tmux control for AI agents.""" from __future__ import annotations import argparse import sys import typing as t from .__about__ import __version__ __all__ = ["__version__"] def _build_parser() -> argparse.ArgumentParser: """Build the local command-line parser.""" parse...	tmux-python/libtmux-mcp	src/libtmux_mcp/__init__.py	.py	a6d000b7b96c92f8	7.56	12
"""Semantic shell-history policy helpers.""" from __future__ import annotations import typing as t if t.TYPE_CHECKING: from fastmcp import FastMCP _COMMAND_HISTORY_DEFAULT_TOOLS = ("run_command",) def _resolve_suppress_history(value: str \| None) -> bool: """Resolve the strict startup history-suppression ...	tmux-python/libtmux-mcp	src/libtmux_mcp/_history.py	.py	7d68938420894c64	7.56	12
"""Duration policy for the pane wait tools. A wait tool is the only MCP tool in this server that blocks for a caller-chosen duration. The ceiling bounds the AGENT'S TURN, not the transport: the wait tools await throughout, so a long wait does not stall the connection. Measured on fastmcp 3.4.4 over stdio, a tool await...	tmux-python/libtmux-mcp	src/libtmux_mcp/_wait_policy.py	.py	807b2d33445f6861	7.56	12
"""Reusable workflow recipes for the libtmux-mcp prompt surface. Each function here is a FastMCP prompt — a template that returns the text MCP clients should send to their model. Prompts are the protocol-level way to package operator-discovered best practices. The authoritative narrative lives at :doc:`docs/topics/pro...	tmux-python/libtmux-mcp	src/libtmux_mcp/prompts/recipes.py	.py	a4e1ac2d9230fee5	7.56	12
"""Generic MCP tool batching helpers.""" from __future__ import annotations import json import time import typing as t from fastmcp import Context from fastmcp.tools.base import ToolResult from pydantic import BaseModel from libtmux_mcp._utils import ( ANNOTATIONS_RO, TAG_DESTRUCTIVE, TAG_MUTATING, ...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/batch_tools.py	.py	c35fa3b38a1a2f6a	7.56	12
"""Agent-namespaced tmux paste buffer tools. Tmux paste buffers are server-global: every buffer lives in a single flat namespace shared by all clients on that tmux server. If two MCP agents — or two parallel tool calls from one agent — independently created a buffer named ``clipboard`` they would silently overwrite ea...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/buffer_tools.py	.py	577d64c2dc948148	7.56	12
"""Read-only MCP tools for tmux hook introspection. Why read-only only ------------------ Write-hooks (``set-hook`` / ``unset-hook``) are deliberately excluded. The reason is side-effect leakage: tmux servers outlive the MCP process, so if an MCP agent installs a hook that runs arbitrary shell on ``pane-exited`` or ``...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/hook_tools.py	.py	2638a7988be39f50	7.56	12
"""Incremental capture tool for tmux pane observation.""" from __future__ import annotations import asyncio import base64 import binascii import hashlib import json import time import typing as t from dataclasses import dataclass from libtmux_mcp._utils import ( ExpectedToolError, _get_server, _resolve_p...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/pane_tools/capture_since.py	.py	1977083600e8c1fe	7.56	12
"""Pane sizing, selection, and swap tools.""" from __future__ import annotations import typing as t from libtmux_mcp._utils import ( ExpectedToolError, _get_server, _resolve_pane, _resolve_window, _serialize_pane, handle_tool_errors, ) from libtmux_mcp.models import ( PaneInfo, ) @handl...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/pane_tools/layout.py	.py	238b1019eb723138	7.56	12
"""Pane lifecycle tools: kill, respawn, title, info.""" from __future__ import annotations import typing as t from libtmux_mcp._history import _prepare_spawn_environment from libtmux_mcp._utils import ( ExpectedToolError, _caller_is_on_server, _get_caller_identity, _get_server, _resolve_pane, ...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/pane_tools/lifecycle.py	.py	54cf1b86b12d2cc7	7.56	12
"""Display-message and snapshot tools for pane introspection.""" from __future__ import annotations from libtmux_mcp._utils import ( ExpectedToolError, _coerce_bool, _coerce_int, _compute_is_caller, _get_server, _resolve_pane, handle_tool_errors, ) from libtmux_mcp.models import ( Pane...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/pane_tools/meta.py	.py	4ce625e3966251b8	7.56	12
"""Pipe-pane tool for streaming pane output to a file.""" from __future__ import annotations import re import shlex from libtmux_mcp._utils import ( ExpectedToolError, _get_server, _resolve_pane, handle_tool_errors, ) #: A maximal run of ``#``, plus the ``[`` that may follow it. tmux #: treats a ``#...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/pane_tools/pipe.py	.py	b6941d1e92f4d359	7.56	12
"""Content-search across tmux panes.""" from __future__ import annotations import re from libtmux_mcp._utils import ( ExpectedToolError, _coerce_bool, _coerce_int, _compute_is_caller, _get_server, _resolve_session, handle_tool_errors, ) from libtmux_mcp.models import ( PaneContentMatc...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/pane_tools/search.py	.py	a3424fa1b4ea0688	7.56	12
"""Shared tmux pane state helpers for read and wait tools.""" from __future__ import annotations import typing as t from libtmux_mcp._utils import ExpectedToolError if t.TYPE_CHECKING: from libtmux.pane import Pane class _PaneState(t.NamedTuple): """Per-read snapshot of tmux pane grid and lifecycle state....	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/pane_tools/state.py	.py	a0c1d2c1109389af	7.56	12
"""MCP tools for tmux server operations.""" from __future__ import annotations import contextlib import logging import os import pathlib import socket import typing as t from fastmcp.exceptions import ToolError from libtmux_mcp._history import _prepare_spawn_environment from libtmux_mcp._utils import ( ANNOTATI...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/server_tools.py	.py	de6cd5443c864a19	7.56	12
"""MCP tools for tmux session operations.""" from __future__ import annotations import typing as t from libtmux.constants import WindowDirection from libtmux_mcp._history import _prepare_spawn_environment from libtmux_mcp._utils import ( ANNOTATIONS_CREATE, ANNOTATIONS_DESTRUCTIVE, ANNOTATIONS_MUTATING,...	tmux-python/libtmux-mcp	src/libtmux_mcp/tools/session_tools.py	.py	695e4af7e72bd534	7.56	12
"""Shared runtime-evidence recording for AdaMAST integrations.""" from __future__ import annotations import json import time from contextlib import contextmanager from pathlib import Path from typing import Any from .fsio import read_text_retry, write_text_atomic_retry from .reflection import ReflectionResult EVIDE...	multi-agent-systems-failure-taxonomy/AdaMAST	adamast/core/evidence.py	.py	2d4f1bf8555afad4	7.64	18
"""Windows-safe file primitives for state shared across hooks and workers. CPython opens files without FILE_SHARE_DELETE, so on Windows an ``os.replace`` racing a concurrent reader — or a reader racing an in-flight replace — raises ``PermissionError`` even though both sides are correct. Writers hold the file for micro...	multi-agent-systems-failure-taxonomy/AdaMAST	adamast/core/fsio.py	.py	f39887fc38e53477	7.64	18
"""The one definition of the AdaMAST base directory. ``ADAMAST_HOME`` moves the ``~/.adamast`` base directory (see ``docs/CONFIGURATION.md``). Every root derived from it — the taxonomy store, the trace root, the project-root cache, and the interactive routing root — resolves through this module so they cannot disagree...	multi-agent-systems-failure-taxonomy/AdaMAST	adamast/core/home.py	.py	3c93a20db2f63a89	7.64	18
"""Stable project/group identity for interactive harness programs.""" from __future__ import annotations import hashlib import json import os import re import subprocess from pathlib import Path from .home import adamast_home _SAFE_SCOPE_ID = re.compile(r"^[A-Za-z0-9][A-Za-z0-9._-]{0,63}$") def validate_scope_id...	multi-agent-systems-failure-taxonomy/AdaMAST	adamast/core/project_scope.py	.py	6811786f906e2807	7.64	18
"""Dependency-free helpers for redacting traces before persistence.""" from __future__ import annotations import re from collections.abc import Mapping, Sequence from dataclasses import replace from typing import Any, Pattern from .traces import GenerationTrace REDACTION = "[REDACTED]" DEFAULT_SECRET_PATTERNS: tup...	multi-agent-systems-failure-taxonomy/AdaMAST	adamast/core/redaction.py	.py	e3be3868f1694b0e	7.64	18
"""Flat taxonomy store: one JSON file per taxonomy, keyed by taxonomy_id. Layout:: taxonomies/ <taxonomy_id>.json # exactly one record per taxonomy A record carries: taxonomy_id, repo, domain, codes (failure modes). `repo` and `domain` are recorded display-only fields; only taxonomy_id identifies, look...	multi-agent-systems-failure-taxonomy/AdaMAST	adamast/core/store.py	.py	8e494cfef0184d07	7.64	18
"""Crash-safe trace files in the exact AdaMAST generation-input shape. Each trace is an independent JSON record with exactly: problem_id, task, raw_trajectory, metadata Program warm-up traces first land in ``<trace_output>/pending``. Approved or inherited taxonomy traces live in ``<trace_root>/<taxonomy_id>``. "...	multi-agent-systems-failure-taxonomy/AdaMAST	adamast/core/traces.py	.py	fbf40192d0316d08	7.64	18
"""Durable heartbeat files for detached AdaMAST background workers.""" from __future__ import annotations import json import os import threading import time from contextlib import AbstractContextManager from datetime import datetime, timezone from pathlib import Path from typing import Any from .fsio import read_tex...	multi-agent-systems-failure-taxonomy/AdaMAST	adamast/core/worker_state.py	.py	805cd6b3bbea31a9	7.64	18
"""HTTP server primitives for AdaMAST's localhost-only browser surfaces.""" from __future__ import annotations from http.server import ThreadingHTTPServer from socketserver import TCPServer class LocalThreadingHTTPServer(ThreadingHTTPServer): """Bind without HTTPServer's unnecessary reverse-DNS lookup. ``H...	multi-agent-systems-failure-taxonomy/AdaMAST	adamast/dashboard/_http.py	.py	66a044b873f13d48	7.64	18
"""当前请求 meta 的 contextvar（中立模块）。 server.Execute/ExecuteStream 在调 handle 前把整份 request.meta 写入这里； - base.AgentClient 读 call_depth/call_stack（跨进程深度/环检测护栏）； - clients.LLMClient 读 thinking（复杂任务动态开思考，无需改各 Agent 业务码）。抽到独立模块是为了解开 base ↔ clients 的循环依赖（base import clients，clients 又要读它）。 """ from __future__ import annotations ...	SuperdeMan/cockpit-agent	agents/_sdk/_ctx.py	.py	e21f0fd72e8abe33	7.56	12
"""视觉地标描述 → 地图可检索的正式 POI 名解析（导航/充电等多 Agent 共用）。用户常用外观/造型描述指代建筑（“像笋的建筑”）。地图 POI 库按正式注册名检索，故须经 LLM 把视觉描述转成地图可检索的正式名（如“中国华润大厦”而非俗称“华润春笋大厦”）—— 否则高德等会对俗称返回同位置的邻近无关 POI（搜“华润春笋大厦”→ V东滨店）。约定：LLM 只产出“候选正式名”，由调用方用地图验证后才采用；模型不得直接决定导航目的地。 """ from __future__ import annotations import json import logging _DEFAULT_LOGG...	SuperdeMan/cockpit-agent	agents/_sdk/landmark.py	.py	ab53a9764d547675	7.56	12
"""会话级当前位置解析。精确坐标只来自已获浏览器授权的请求 ``meta``，不写入记忆或持久化存储。调用方负责在入口处完成 ``location.read`` 权限校验；本模块只做格式与范围校验。 """ from __future__ import annotations from dataclasses import dataclass @dataclass(frozen=True) class CurrentLocation: lat: float lng: float def current_location_from_meta(meta: dict \| None) -> CurrentL...	SuperdeMan/cockpit-agent	agents/_sdk/location.py	.py	acad6f6b06ede1e6	7.56	12
"""加载 manifest.yaml -> AgentManifest proto。""" from __future__ import annotations import yaml from google.protobuf.struct_pb2 import Struct from cockpit.agent.v1 import agent_pb2 def build_verification(raw) -> agent_pb2.Verification \| None: """capability.verification（M2 Outcome Verifier）YAML → proto。缺省 / 非 ...	SuperdeMan/cockpit-agent	agents/_sdk/manifest.py	.py	729ad8798558c9e6	7.56	12
"""Provider 决议真实性护栏（数据真实性治理 P0）。设计：docs/design/2026-07-17-data-authenticity-governance.md（§4 D2 层1/层3）；契约登记：docs/conventions.md §9.3。两个约定，所有 Provider 工厂（`agents//src/providers/__init__.py`）收口处使用： 1. fail-fast*：显式要求真实数据（vendor env 显式填了非 mock 值，或配了该域专属凭证）而构造不出真实 Provider 时，`fail()` 抛 ProviderConfigError——Ag...	SuperdeMan/cockpit-agent	agents/_sdk/provenance.py	.py	aa086af45626cd79	7.56	12
"""Agent 业务返回的友好结构，SDK 负责转成 proto ExecuteResponse。""" from __future__ import annotations from dataclasses import dataclass, field OK = "ok" NEED_CONFIRM = "need_confirm" NEED_SLOT = "need_slot" FAILED = "failed" REJECTED = "rejected" @dataclass class AgentResult: speech: str = "" # 给 TTS 的播...	SuperdeMan/cockpit-agent	agents/_sdk/result.py	.py	1306a00b9f83b575	7.56	12
"""把 BaseAgent 包装成 gRPC Agent 服务并自注册到 Registry。""" from __future__ import annotations import asyncio import contextlib import os import socket import grpc from google.protobuf import struct_pb2 from runtime.grpcio import aio_server, bind_port, run_aio_server from cockpit.agent.v1 import agent_pb2, agent_pb2_grpc from...	SuperdeMan/cockpit-agent	agents/_sdk/server.py	.py	fab36b32794fe664	7.56	12
"""信源质量分层（共享）——按域名权威给来源分档，供检索后重排。动机：Exa/搜索引擎按相关性返回，不区分权威性——学术/官方文档与内容农场会平等进池子（深调研实测「混少量内容农场」）。本模块给来源一个权威档位，调用方据此重排：把学术/官方/ 百科上移、内容农场下沉，让最权威的源优先进合成材料（top-N）并拿到靠前的引用编号。设计取舍： - 只重排、不丢弃（诚实优先）：低质源沉到末尾，仅当更优源不足以填满 top-N 时才会用到，绝不因「权威性」静默删掉唯一信源。 - 稳定排序：同档保留调用方传入的原相对序（即搜索引擎的相关性序），权威性只在跨档时起作用。 - 注入式、零依赖：纯函...	SuperdeMan/cockpit-agent	agents/_sdk/source_quality.py	.py	12f20d02bcc12c23	7.56	12
"""接地兜底与 prompt 消毒单测（badcase 6d29929e：合成 422 全败 → 兜底把两篇原文 snippet 整段倾倒进 speech、SEO 标题/「正文」样板字直达用户、结尾拦腰截断）。""" from agents._sdk.grounding import ( build_materials, clip_sentence, fallback_brief, sanitize_prompt_text, ) # 仿真实 badcase 的 Exa snippet：SEO 标题行（\| 分隔）+ 重复标题 + 「正文」样板行 + 长正文 _BADCASE_SNIPPET = ( "英格兰vs阿根...	SuperdeMan/cockpit-agent	agents/_sdk/tests/test_grounding_fallback.py	.py	ce1796afd6789f3e	8.06	12
"""speech 通道 markdown 归一单测（2026-07-12 决策：不上渲染、后端出口硬剥）。""" from agents._sdk.grounding import strip_markdown_speech def test_strip_bold_code_heading_quote_bullet(): raw = ("# 结论\n" "> 引用一句\n" "固态电池的`能量密度`更高。\n" "- 要点甲\n" "* 要点乙\n" "1. 保留数字分行要点") out = s...	SuperdeMan/cockpit-agent	agents/_sdk/tests/test_grounding_md.py	.py	6ed0ca836424fa8f	8.06	12
"""共享地标解析器单测：名字匹配过滤 + 候选解析（不依赖真实 LLM）。""" import asyncio from agents._sdk.landmark import ( is_landmark_description, landmark_candidates, name_matches) def test_is_landmark_description(): assert is_landmark_description("深圳外形像笋一样的建筑") assert is_landmark_description("像船的建筑物") assert not is_landmark_des...	SuperdeMan/cockpit-agent	agents/_sdk/tests/test_landmark.py	.py	eaeae868a3bd2bd3	8.06	12
"""共享时刻/时间窗解析单测（E1）：时刻消歧、事件时刻、用餐窗反推、业务时区。 ⚠ 断言一律用 `runtime.clock`（业务时区 UTC+8）构造期望值，不用 `time.mktime` / `time.localtime`——后者按宿主本地时解释，而宿主恰好就是 UTC+8，于是「容器 TZ=UTC 导致整体偏 8 小时」这类缺陷在本机永远不红（真栈实测「预计 05:17 到达，比您要求的 17:00 早约 703 分钟」，两个 provider 逐字一致）。另配一条源码级守卫：时钟族里不许再出现裸 `time.localtime` / `time.mktime`。 """ im...	SuperdeMan/cockpit-agent	agents/_sdk/tests/test_timewindow.py	.py	22ae00e4b444ad71	8.06	12
"""时刻与时间窗的确定性解析（G1 时间约束求解的共享实现）。三件事，各有明确边界： - `parse_clock_time`：中文/数字时刻 → epoch 秒（原 navigation `_parse_arrive_by`，行为逐字不变）。唯一实现——nearby 要用同一套消歧语义，判定抄两份正是 B1 那个 bug 的成因（CLAUDE.md §6）。 - `parse_event_time`：事件时刻（「晚上7点的电影」「7点半那场话剧」）。与到达时限（「5点前到」）刻意互斥：后者归 navigation 的 `arrive_by`，两条链不许抢同一句。 - `dining_w...	SuperdeMan/cockpit-agent	agents/_sdk/timewindow.py	.py	ae702e69407ea6b3	7.56	12

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