Video-Tree-TRM5/research-wiki/index.md

# Research Wiki 索引

> 自动生成，更新时间：2026-07-16 02:01 UTC

## design (34)
- [2026-07-06-core-agent-adapters-llm-design](designs/2026-07-06-core-agent-adapters-llm-design.md) `design:2026-07-06-core-agent-adapters-llm-design`
- [2026-07-07-app-harness-design](designs/2026-07-07-app-harness-design.md) `design:2026-07-07-app-harness-design`
- [2026-07-07-core-evolution-design](designs/2026-07-07-core-evolution-design.md) `design:2026-07-07-core-evolution-design`
- [2026-07-08-tree-repair-resilience-design](designs/2026-07-08-tree-repair-resilience-design.md) `design:2026-07-08-tree-repair-resilience-design`
- [2026-07-09-paper-main-figure-design](designs/2026-07-09-paper-main-figure-design.md) `design:2026-07-09-paper-main-figure-design`
- [2026-07-11-agent-runtime-fixes-design](designs/2026-07-11-agent-runtime-fixes-design.md) `design:2026-07-11-agent-runtime-fixes-design`
- [2026-07-11-batch-tree-build-design](designs/2026-07-11-batch-tree-build-design.md) `design:2026-07-11-batch-tree-build-design`
- [2026-07-11-question-gen-v2-design](designs/2026-07-11-question-gen-v2-design.md) `design:2026-07-11-question-gen-v2-design`
- [2026-07-12-per-category-pool-strategy-design](designs/2026-07-12-per-category-pool-strategy-design.md) `design:2026-07-12-per-category-pool-strategy-design`
- [Action Recognition 单题型首次训练实验设计](designs/2026-07-14-action-recognition-training-design.md) `design:2026-07-14-action-recognition-training-design`
- [main.py 推理入口 + 初始 Prompt 集设计](designs/2026-07-09-main-inference-entry-design.md) `design:2026-07-09-main-inference-entry-design`
- [main.py 推理入口 + 初始 Prompt 集设计](designs/main-inference-entry.md) `design:main-inference-entry`
- [Per-Category Pool Strategy 设计](designs/per-category-pool-strategy.md) `design:per-category-pool-strategy`
- [question-gen v2 — AR grounded-contrastive 重构（双模式生成 + 独立 VLM grounding + 生成端对抗）](designs/2026-07-15-question-gen-v2-grounded-contrastive-design.md) `design:2026-07-15-question-gen-v2-grounded-contrastive-design`
- [question-gen v3 — 构造优先范式重构（全孪生 + 四家族真独立 + 坍缩度量）](designs/2026-07-15-question-gen-v3-construction-paradigm-design.md) `design:2026-07-15-question-gen-v3-construction-paradigm-design`
- [Spec-1 Agent 执行环境修复（解析容错+步级重试+摘要附实体）](designs/agent-runtime-fixes.md) `design:agent-runtime-fixes`
- [Spec-2 建树批量并行入口](designs/batch-tree-build.md) `design:batch-tree-build`
- [Spec-3 出题管线 v2（失败机理靶向+逐题质量门）](designs/question-gen-v2.md) `design:question-gen-v2`
- [修复诊断 tree_data 断链 bug（TRM4→TRM5 迁移 regression）](designs/fix-diagnosis-tree-data-link.md) `design:fix-diagnosis-tree-data-link`
- [出题模块迁移设计（question_gen）](designs/2026-07-07-question-gen-design.md) `design:2026-07-07-question-gen-design`
- [出题管线 TaskTypeStrategy 拆分设计（Clean Architecture）](designs/2026-07-14-task-type-strategy-design.md) `design:2026-07-14-task-type-strategy-design`
- [出题质量提升 Phase A — Grounded 单题质量（候选池 + VLM 视觉打分 selector + 单维反事实）](designs/2026-07-14-grounded-question-gen-phaseA-design.md) `design:2026-07-14-grounded-question-gen-phaseA-design`
- [出题质量提升 Phase B — Agent 对抗过滤（独立后置过滤层）](designs/2026-07-14-adversarial-question-gen-phaseB-design.md) `design:2026-07-14-adversarial-question-gen-phaseB-design`
- [建树修复管线：熔断根因修复 + 断点续跑 + 并发改造](designs/tree-repair-resilience.md) `design:tree-repair-resilience`
- [建树模块竖切设计：数据结构 + 建树 + 修复 + 迁移](designs/2026-07-07-tree-module-design.md) `design:2026-07-07-tree-module-design`
- [建树模块竖切设计：数据结构 + 建树 + 修复 + 迁移](designs/tree-module-vertical-slice.md) `design:tree-module-vertical-slice`
- [搜索 Agent 装配层设计（app/search/）](designs/2026-07-07-search-module-design.md) `design:2026-07-07-search-module-design`
- [结果驱动的视频级 train/val/test 切分（替代自造题模块）](designs/2026-07-15-results-driven-video-split-design.md) `design:2026-07-15-results-driven-video-split-design`
- [结果驱动的视频级 train/val/test 切分（替代自造题模块）](designs/results-driven-video-split.md) `design:results-driven-video-split`
- [训练池 Maintenance 正确题自动补入机制](designs/2026-07-14-maintenance-pool-design.md) `design:2026-07-14-maintenance-pool-design`
- [训练池 Maintenance 正确题自动补入机制](designs/maintenance-pool.md) `design:maintenance-pool`
- [论文主图：Self-Evolving Search Agent 推理训练闭环](designs/paper-main-figure.md) `design:paper-main-figure`
- [赛题生成工具设计](designs/question-gen-synth.md) `design:question-gen-synth`
- [赛题生成工具设计（Question Generation Synthesis）](designs/2026-07-09-question-gen-synth-design.md) `design:2026-07-09-question-gen-synth-design`

## finding (10)
- [2026-07-11-benchmark-failure-taxonomy](findings/2026-07-11-benchmark-failure-taxonomy.md) `finding:2026-07-11-benchmark-failure-taxonomy`
- [2026-07-11-question-gen-calibration-analysis](findings/2026-07-11-question-gen-calibration-analysis.md) `finding:2026-07-11-question-gen-calibration-analysis`
- [2026-07-14-ar30-too-easy-analysis](findings/2026-07-14-ar30-too-easy-analysis.md) `finding:2026-07-14-ar30-too-easy-analysis`
- [2026-07-14-hard-distractor-literature](findings/2026-07-14-hard-distractor-literature.md) `finding:2026-07-14-hard-distractor-literature`
- [2026-07-14-question-quality-gap-analysis](findings/2026-07-14-question-quality-gap-analysis.md) `finding:2026-07-14-question-quality-gap-analysis`
- [2026-07-15-question-gen-v2-diagnosis-and-strategy](findings/2026-07-15-question-gen-v2-diagnosis-and-strategy.md) `finding:2026-07-15-question-gen-v2-diagnosis-and-strategy`
- [Harness 评估: Spec-1 修复验证 (infer_spec1check)](findings/eval-spec1check.md) `finding:eval-spec1check`
- [Harness 评估: Spec-2 批量并行建树](findings/eval-spec2-batch-tree-build.md) `finding:eval-spec2-batch-tree-build`
- [v3 §9 帧感知抽取机制 — 小样本实证验证结果](findings/2026-07-15-v3-frame-perception-spike-validation.md) `finding:2026-07-15-v3-frame-perception-spike-validation`
- [出题范式转变 — 从"生成-打分-过滤"转向"构造优先 + 两正交独立信号"（六篇原文深读）](findings/2026-07-15-question-gen-paradigm-shift-construction-over-filtering.md) `finding:2026-07-15-question-gen-paradigm-shift-construction-over-filtering`

## plan (40)
- [2026-07-06-core-agent-adapters-llm](plans/2026-07-06-core-agent-adapters-llm.md) `plan:2026-07-06-core-agent-adapters-llm`
- [2026-07-07-app-harness](plans/2026-07-07-app-harness.md) `plan:2026-07-07-app-harness`
- [2026-07-07-core-evolution](plans/2026-07-07-core-evolution.md) `plan:2026-07-07-core-evolution`
- [2026-07-07-question-gen](plans/2026-07-07-question-gen.md) `plan:2026-07-07-question-gen`
- [2026-07-07-tree-module-vertical-slice](plans/2026-07-07-tree-module-vertical-slice.md) `plan:2026-07-07-tree-module-vertical-slice`
- [2026-07-09-main-inference-entry](plans/2026-07-09-main-inference-entry.md) `plan:2026-07-09-main-inference-entry`
- [2026-07-09-question-gen-synth](plans/2026-07-09-question-gen-synth.md) `plan:2026-07-09-question-gen-synth`
- [2026-07-09-tree-repair-resilience](plans/2026-07-09-tree-repair-resilience.md) `plan:2026-07-09-tree-repair-resilience`
- [2026-07-11-agent-runtime-fixes](plans/2026-07-11-agent-runtime-fixes.md) `plan:2026-07-11-agent-runtime-fixes`
- [2026-07-11-batch-tree-build](plans/2026-07-11-batch-tree-build.md) `plan:2026-07-11-batch-tree-build`
- [2026-07-12-per-category-pool-strategy](plans/2026-07-12-per-category-pool-strategy.md) `plan:2026-07-12-per-category-pool-strategy`
- [2026-07-14-action-recognition-strategy](plans/2026-07-14-action-recognition-strategy.md) `plan:2026-07-14-action-recognition-strategy`
- [2026-07-14-action-recognition-training](plans/2026-07-14-action-recognition-training.md) `plan:2026-07-14-action-recognition-training`
- [2026-07-14-adversarial-question-gen-phaseB-plan](plans/2026-07-14-adversarial-question-gen-phaseB-plan.md) `plan:2026-07-14-adversarial-question-gen-phaseB-plan`
- [2026-07-14-grounded-question-gen-phaseA-plan](plans/2026-07-14-grounded-question-gen-phaseA-plan.md) `plan:2026-07-14-grounded-question-gen-phaseA-plan`
- [2026-07-14-maintenance-pool](plans/2026-07-14-maintenance-pool.md) `plan:2026-07-14-maintenance-pool`
- [2026-07-14-task-type-strategy-framework](plans/2026-07-14-task-type-strategy-framework.md) `plan:2026-07-14-task-type-strategy-framework`
- [2026-07-15-question-gen-v3-phase1-contract](plans/2026-07-15-question-gen-v3-phase1-contract.md) `plan:2026-07-15-question-gen-v3-phase1-contract`
- [2026-07-15-results-driven-video-split](plans/2026-07-15-results-driven-video-split.md) `plan:2026-07-15-results-driven-video-split`
- [Action Recognition 单题型首次训练实验计划](plans/action-recognition-training.md) `plan:action-recognition-training`
- [ActionRecognitionStrategy 特化实现计划 (Plan B)](plans/action-recognition-strategy.md) `plan:action-recognition-strategy`
- [Adversarial Question-Gen Phase B](plans/adversarial-question-gen-phaseB.md) `plan:adversarial-question-gen-phaseB`
- [app/harness/ 训练循环编排层实现计划](plans/app-harness.md) `plan:app-harness`
- [app/search/ 搜索 Agent 装配层实现计划](plans/2026-07-07-search-module.md) `plan:2026-07-07-search-module`
- [core/agent/ + adapters/llm 基础设施实现计划](plans/core-agent-adapters-llm.md) `plan:core-agent-adapters-llm`
- [Grounded Question-Gen Phase A](plans/grounded-question-gen-phaseA.md) `plan:grounded-question-gen-phaseA`
- [main.py 推理入口 + 初始 Prompt 集实现计划](plans/main-inference-entry.md) `plan:main-inference-entry`
- [Maintenance Pool 自动补入实现计划](plans/maintenance-pool.md) `plan:maintenance-pool`
- [Per-Category Pool Strategy 实现计划](plans/per-category-pool-strategy.md) `plan:per-category-pool-strategy`
- [question_gen 模块实现计划](plans/question-gen.md) `plan:question-gen`
- [Spec-1 Agent 执行环境修复实现计划](plans/agent-runtime-fixes-plan.md) `plan:agent-runtime-fixes-plan`
- [Spec-2 建树批量并行实现计划](plans/batch-tree-build-plan.md) `plan:batch-tree-build-plan`
- [TaskTypeStrategy 框架实现计划 (Plan A)](plans/task-type-strategy-framework.md) `plan:task-type-strategy-framework`
- [出题管线 v2 实现计划](plans/2026-07-11-question-gen-v2.md) `plan:2026-07-11-question-gen-v2`
- [实现计划: 修复诊断 tree_data 断链 bug](plans/fix-diagnosis-tree-data-link-plan.md) `plan:fix-diagnosis-tree-data-link-plan`
- [建树修复管线三项改造实现计划](plans/tree-repair-resilience.md) `plan:tree-repair-resilience`
- [建树模块竖切实现计划](plans/tree-module-vertical-slice.md) `plan:tree-module-vertical-slice`
- [结果驱动的视频级切分实现计划](plans/results-driven-video-split-plan.md) `plan:results-driven-video-split-plan`
- [赛题生成工具实现计划](plans/question-gen-synth.md) `plan:question-gen-synth`
- [项目基础设施初始化计划](plans/infrastructure-setup.md) `plan:infrastructure-setup`

## review (1)
- [question-gen v2 设计对抗审核 — 六路独立核验（四层病灶闭合度 + 契约一致性）](reviews/2026-07-15-question-gen-v2-adversarial-audit.md) `review:2026-07-15-question-gen-v2-adversarial-audit`

## schema (6)
- [表结构 v3 出题日志/观测（unit_verdict / collapse_metrics / quarantine / facts / resume）](schemas/v3-question-gen-logging.md) `schema:v3-question-gen-logging`
- [表结构: adversarial_verdicts（Phase B agent 门判定）](schemas/adversarial-verdicts.md) `schema:adversarial-verdicts`
- [表结构: baseline_diagnosis（逐题诊断信号）](schemas/baseline-diagnosis.md) `schema:baseline-diagnosis`
- [表结构: question_gen_items（逐题门判定）](schemas/question-gen-items.md) `schema:question-gen-items`
- [表结构: question_gen_runs（出题批次）](schemas/question-gen-runs.md) `schema:question-gen-runs`
- [表结构: split_manifest（切分冻结溯源）](schemas/split-manifest.md) `schema:split-manifest`

## metric (7)
- [出题四门总拦截率](metrics/qgen-gate-rejection-rate.md) `metric:qgen-gate-rejection-rate`
- [指标: 48格(task_type×error_type)多样性覆盖率](metrics/split-cell-coverage.md) `metric:split-cell-coverage`
- [指标: floor 达标率 + test 代表性偏差](metrics/split-floor-and-representativeness.md) `metric:split-floor-and-representativeness`
- [指标: 诊断信号 tier 分布（T0/T1/T2/uncertain 占比）](metrics/split-signal-tier-distribution.md) `metric:split-signal-tier-distribution`
- [最终接受率](metrics/qgen-acceptance-rate.md) `metric:qgen-acceptance-rate`
- [答案位置分布均匀性](metrics/qgen-answer-uniformity.md) `metric:qgen-answer-uniformity`
- [重出收敛率（3轮内过门）](metrics/qgen-regen-convergence.md) `metric:qgen-regen-convergence`