iomgaa d6a3107e4e feat(question_gen): loader 按 unit 分层采样 + load_benchmark 读回 pair 字段 ...

stratified_sample 先 build_units 聚合，以 QuestionUnit 为采样原子做
分层/去重/补足/rng.sample，返回前 flatten_units 展开为逐题列表；
size/correct_ratio/min_per_class 均按 unit 计数，单元正确性走成员 AND，
孪生对两题永不被劈开。纯 single 输入下 build_units 1:1 折叠、顺序不变，
rng 消耗与旧逐题实现字节级一致（新增回归测试守护）。

_backfill_per_class candidates 改按 unit 枚举去重；build_units/flatten_units
函数内延迟导入以规避 question_gen<->harness 循环依赖（沿用 adversarial_filter）。

load_benchmark 反序列化补 pair_id/question_role/flip_axis/unit_id 四字段，
用 .get 兼容旧 JSON（缺失退化为 single，unit_id 由 __post_init__ 回填）。

pools._sample_excluding 随之改为透传 flatten_units(candidates) 给已单元化的
stratified_sample（不再用 lone pair-original 代表），行为对 single-only 保持等价。

2026-07-15 06:27:41 -04:00

..

__init__.py

build: add README, pyproject.toml, package skeletons and smoke test

2026-07-06 11:37:59 -04:00

test_adversarial_cheater_gate.py

feat: add cheater gate with resume-safe survivor recovery

2026-07-14 16:00:14 -04:00

test_adversarial_config.py

feat: add AdversarialFilterConfig for Phase B post-hoc filter layer

2026-07-14 15:47:21 -04:00

test_adversarial_filter_core.py

fix: harden canonical_answer_text and align decision-core signatures to spec

2026-07-14 15:55:36 -04:00

test_adversarial_flip_gate.py

test: assert stage/verdict/pair_id and Q-refusal flip_skipped path

2026-07-14 16:33:09 -04:00

test_adversarial_iteration.py

fix: tolerate backfill under-delivery, fix predict None-fill, drop dead session_id

2026-07-14 17:07:55 -04:00

test_adversarial_mirror.py

fix: harden mirror material rebuild (empty/invalid frames, dedup, observability)

2026-07-14 16:16:38 -04:00

test_adversarial_verdicts_store.py

feat: add adversarial_verdicts table with resume and terminal-verdict query

2026-07-14 15:35:11 -04:00

test_agent_loop.py

test(agent): tighten type annotations in step-retry tests

2026-07-11 08:48:04 -04:00

test_agent_protocols.py

feat(core/agent): 添加 ToolDispatcher Protocol 和 AgentLoopSpec hookspec

2026-07-06 22:36:31 -04:00

test_agent_types.py

feat(core/agent): 添加 Step 和 LoopResult 数据类

2026-07-06 22:32:59 -04:00

test_ar_sub_pattern_counterfactual.py

fix: keep cross_segment rule single-dimension, guard no-absent-events

2026-07-14 14:31:30 -04:00

test_breaker.py

feat(adapters): 实现 CircuitBreaker 内存级熔断器

2026-07-06 22:39:57 -04:00

test_build_trees.py

feat(tools): batch tree build orchestration with shared API semaphore

2026-07-11 11:56:36 -04:00

test_core_protocols.py

feat(app): add PoolStrategy Protocol to application ports

2026-07-12 22:34:47 -04:00

test_core_types.py

feat(core): add PoolConfig dataclass for pool strategy configuration

2026-07-12 22:33:49 -04:00

test_deps_router.py

feat(harness): InferenceDepsRouter per-video 路由器

2026-07-09 12:20:32 -04:00

test_diagnose.py

feat(evolution): diagnose.py aggregation + case packs + run_diagnosis (#8)

2026-07-07 10:04:48 -04:00

test_distractor_selector.py

fix: converge non-numeric selector scores to ValueError

2026-07-14 14:47:21 -04:00

test_embedding_adapter.py

feat(adapters): EmbeddingProvider Protocol + local/remote 双后端实现

2026-07-07 01:45:09 -04:00

test_evolution_types.py

feat(core/evolution): protocols.py + types.py 基础层 — 18 个 dataclass + 3 个 Protocol

2026-07-07 09:34:04 -04:00

test_evolve.py

feat(evolution): evolve.py per-target evolution — skill/system/tool (#9)

2026-07-07 10:26:58 -04:00

test_factory.py

feat(harness): add factory.py — InferenceDeps dataclass + build_inference_deps

2026-07-09 05:36:07 -04:00

test_families.py

feat(question_gen): add 5 question family specs with sampling constraints

2026-07-11 23:14:22 -04:00

test_gate_multi_true_rubric.py

feat: loosen multi_true gate to qualifier-scoped correctness

2026-07-14 14:33:22 -04:00

test_gate.py

feat(evolution): gate.py — CE-Gate e-process 纯函数 (#5 算法保真)

2026-07-07 09:38:21 -04:00

test_gates.py

refactor(question_gen): adapt generator/gates/store signatures for strategy

2026-07-14 05:50:47 -04:00

test_generate_questions.py

test(question_gen): drop tests for removed calibrate pairing validator

2026-07-11 08:19:45 -04:00

test_generated_question_sub_pattern.py

style: reformat sub_pattern round-trip tests

2026-07-14 13:51:51 -04:00

test_generator_v2.py

fix(tests): update test_generator_v2 to use new generator signatures

2026-07-14 05:55:08 -04:00

test_governed_llm.py

fix(llm): call_id 移入重试循环，每 attempt 独立

2026-07-09 00:12:38 -04:00

test_harness_batching.py

feat(harness): batching.py — FFD + round-robin mini-batch (#10 算法保真)

2026-07-07 12:47:33 -04:00

test_harness_checkpoint.py

feat(harness): checkpoint.py — TrainState 序列化 + 原子写 + 指纹校验

2026-07-07 13:13:37 -04:00

test_harness_config.py

feat(harness): add task_types, pool_split_mode, train_ratio, test_questions to RunConfig

2026-07-12 22:46:28 -04:00

test_harness_gate_ladder.py

feat(harness): gate_ladder.py — 信息阶梯 + BaselineCache (#6 算法保真)

2026-07-07 12:55:12 -04:00

test_harness_inference.py

feat(harness): inference.py — async run_inference + DI

2026-07-07 13:04:26 -04:00

test_harness_log.py

fix(harness): change _runs INSERT OR IGNORE to ON CONFLICT DO UPDATE for incremental infer

2026-07-12 22:45:18 -04:00

test_harness_momentum.py

feat(harness): momentum.py — async 慢更新动量生成

2026-07-07 13:01:04 -04:00

test_harness_observation.py

feat(harness): observation.py — 五张观测表 + step/epoch 报告

2026-07-07 12:55:12 -04:00

test_harness_pools.py

feat(harness): add Action Recognition training experiment

2026-07-14 00:58:54 -04:00

test_harness_runner.py

feat(runner): 注入 tool_dispatch_factory/prompt_builder_factory + fail-fast

2026-07-09 12:20:25 -04:00

test_harness_store.py

feat(harness): store.py — Store 版本操作 + Seed 管理

2026-07-07 12:36:36 -04:00

test_harness_validate.py

feat(harness): validate.py — async 块序贯验证编排 + Probation 统一定义

2026-07-07 13:20:43 -04:00

test_harness_workspace.py

feat(harness): workspace.py — Workspace lifecycle + VersionedSkillStore/PromptStore

2026-07-07 12:41:59 -04:00

test_loader_unit_sampling.py

feat(question_gen): loader 按 unit 分层采样 + load_benchmark 读回 pair 字段

2026-07-15 06:27:41 -04:00

test_ocr_adapter.py

feat(search): __init__.py 公开 API + 修复 OCR 测试 asyncio 兼容性

2026-07-07 06:13:25 -04:00

test_patch.py

feat(evolution): patch.py — 补丁引擎移植（算法 #9），51 测试全通过

2026-07-07 09:44:05 -04:00

test_pipeline_selector_wiring.py

fix: isolate selector VLM exceptions at slot level (no batch crash)

2026-07-14 21:08:00 -04:00

test_pipeline_v2_resume_params.py

feat: add optional backfill params to run_pipeline_v2

2026-07-14 15:39:57 -04:00

test_pipeline_v2_tree_fix.py

fix: run_gates must use current_tree after video resample

2026-07-14 13:40:46 -04:00

test_pools_pair_atomic.py

feat(pools): 三池切分以 unit 为原子，孪生对同池不被拆散

2026-07-15 06:09:14 -04:00

test_ports_factory.py

feat(ports): 新增 ToolDispatchFactory/PromptBuilderFactory Protocol

2026-07-09 12:20:16 -04:00

test_postprocess.py

fix(question_gen): check_verbatim covers question_text + add missing blacklist patterns

2026-07-11 23:23:37 -04:00

test_question_gen_api.py

feat(question_gen): add generate-v2 CLI subcommand and experiment script

2026-07-12 00:04:42 -04:00

test_question_loader.py

feat(question_gen): stratified_sample — 分层采样 + 题型保底

2026-07-07 04:45:19 -04:00

test_question_unit.py

feat: add QuestionUnit entity and GeneratedQuestion pair fields

2026-07-15 05:45:34 -04:00

test_question_units_helper.py

feat: add question_units helper as pair contract entry point

2026-07-15 05:52:30 -04:00

test_redis_cache.py

feat(adapters): 实现 RedisResponseCache

2026-07-06 22:39:42 -04:00

test_repair_detector.py

fix(detector): 移除 ongoing_actions/visible_entities 空字段检测 + 新增 repair sh

2026-07-09 00:54:27 -04:00

test_repair_progress.py

feat(repair): 断点续跑 progress 文件管理

2026-07-09 00:23:04 -04:00

test_repair_regenerator.py

feat(repair): regenerator + supplement 防御修复 + 迁移脚本

2026-07-09 07:53:59 -04:00

test_repair_supplement.py

feat(tree/repair): Q&A 反向补全 — 从 TRM4 supplement 迁移

2026-07-07 02:37:50 -04:00

test_run_store_selector_scores.py

feat: add selector_scores observation column to question_gen_items

2026-07-14 13:59:29 -04:00

test_run_store.py

fix(question_gen): resolve pipeline integration issues from final review

2026-07-12 00:14:12 -04:00

test_sampler_v2.py

fix(sampler): validate level param rejects invalid values

2026-07-14 05:43:28 -04:00

test_search_prompt.py

feat(search): PromptManager — 搜索 Agent 提示词加载与组装

2026-07-07 06:11:13 -04:00

test_search_skills.py

feat(search): app/search/skills.py — 技能注册表与 frontmatter 解析

2026-07-07 05:46:25 -04:00

test_search_summarizer.py

style: format vision.py

2026-07-07 05:53:33 -04:00

test_search_tools.py

test(tree): cover L1 entity fields and block ordering in view_node

2026-07-11 09:02:03 -04:00

test_search_vision.py

feat(search): app/search/vision.py — 两轮 VLM 帧观察模块

2026-07-07 05:52:54 -04:00

test_smoke.py

build: add README, pyproject.toml, package skeletons and smoke test

2026-07-06 11:37:59 -04:00

test_strategy_action_recognition.py

feat(question_gen): add ActionRecognitionStrategy with 6 SubPatterns

2026-07-14 06:49:03 -04:00

test_strategy_grounded_flag.py

feat: add uses_grounded_selector strategy switch (AR only)

2026-07-14 13:53:17 -04:00

test_strategy.py

feat(question_gen): register ActionRecognitionStrategy, replace temp VISUAL binding

2026-07-14 06:51:50 -04:00

test_streaming.py

feat(adapters): 实现三层流式看门狗

2026-07-06 22:43:01 -04:00

test_sub_pattern_flip.py

test: guard non-AR flip isolation and AR flip-capable set

2026-07-14 15:30:18 -04:00

test_subtitle.py

refactor(tree): subtitle 迁入 L3Card/L2Card + 建树管线修正

2026-07-09 11:57:41 -04:00

test_synthesizer.py

fix: Codex 全量审查修正

2026-07-09 07:40:27 -04:00

test_telemetry.py

fix(telemetry): INSERT OR IGNORE + WAL + try/except 三层防御加固

2026-07-09 00:11:54 -04:00

test_tree_environment.py

test(tree): cover L1 entity fields and block ordering in view_node

2026-07-11 09:02:03 -04:00

test_tree_index.py

refactor(tree): subtitle 迁入 L3Card/L2Card + 建树管线修正

2026-07-09 11:57:41 -04:00

test_types_v2.py

feat(types): extend GeneratedQuestion with skill_target & difficulty_steps

2026-07-11 23:05:38 -04:00

test_validate.py

feat(evolution): validate.py — pure block validation decision functions (#7)

2026-07-07 09:47:45 -04:00

test_verify.py

refactor(tree): subtitle 迁入 L3Card/L2Card + 建树管线修正

2026-07-09 11:57:41 -04:00

test_video_builder.py

feat(tree): expose build_async and accept injected API semaphore

2026-07-11 11:14:45 -04:00

test_vlm_adapter.py

feat(adapters): GovernedVLMClient — VLMProvider 最小可用实现

2026-07-07 01:49:55 -04:00