15 KiB
15 KiB
Research Wiki 索引
自动生成，更新时间：2026-07-17 09:38 UTC
design (40)
- 2026-07-06-core-agent-adapters-llm-design
design:2026-07-06-core-agent-adapters-llm-design - 2026-07-07-app-harness-design
design:2026-07-07-app-harness-design - 2026-07-07-core-evolution-design
design:2026-07-07-core-evolution-design - 2026-07-08-tree-repair-resilience-design
design:2026-07-08-tree-repair-resilience-design - 2026-07-09-paper-main-figure-design
design:2026-07-09-paper-main-figure-design - 2026-07-11-agent-runtime-fixes-design
design:2026-07-11-agent-runtime-fixes-design - 2026-07-11-batch-tree-build-design
design:2026-07-11-batch-tree-build-design - 2026-07-11-question-gen-v2-design
design:2026-07-11-question-gen-v2-design - 2026-07-12-per-category-pool-strategy-design
design:2026-07-12-per-category-pool-strategy-design - 2026-07-16-gate-speedup-design
design:2026-07-16-gate-speedup-design - 2026-07-16-preflight-fixes-design
design:2026-07-16-preflight-fixes-design - 2026-07-16-telemetry-concurrency-fix-design
design:2026-07-16-telemetry-concurrency-fix-design - Action Recognition 单题型首次训练实验设计
design:2026-07-14-action-recognition-training-design - gate 验证提速:预灌 BaselineCache + 双臂并行
design:gate-speedup - main.py 推理入口 + 初始 Prompt 集设计
design:2026-07-09-main-inference-entry-design - main.py 推理入口 + 初始 Prompt 集设计
design:main-inference-entry - Per-Category Pool Strategy 设计
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）
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）
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）
design:agent-runtime-fixes - Spec-2 建树批量并行入口
design:batch-tree-build - Spec-3 出题管线 v2（失败机理靶向+逐题质量门）
design:question-gen-v2 - 修复诊断 tree_data 断链 bug（TRM4→TRM5 迁移 regression）
design:fix-diagnosis-tree-data-link - 出题模块迁移设计（question_gen）
design:2026-07-07-question-gen-design - 出题管线 TaskTypeStrategy 拆分设计（Clean Architecture）
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）
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）
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
design:tree-repair-resilience - 建树模块竖切设计：数据结构 + 建树 + 修复 + 迁移
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
design:tree-module-vertical-slice - 搜索 Agent 装配层设计（app/search/）
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）
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）
design:results-driven-video-split - 训练前缺陷修复设计
design:preflight-fixes - 训练池 Maintenance 正确题自动补入机制
design:2026-07-14-maintenance-pool-design - 训练池 Maintenance 正确题自动补入机制
design:maintenance-pool - 论文主图：Self-Evolving Search Agent 推理训练闭环
design:paper-main-figure - 赛题生成工具设计
design:question-gen-synth - 赛题生成工具设计（Question Generation Synthesis）
design:2026-07-09-question-gen-synth-design - 遥测 SQLite 高并发写锁修复
design:telemetry-concurrency-fix
finding (10)
- 2026-07-11-benchmark-failure-taxonomy
finding:2026-07-11-benchmark-failure-taxonomy - 2026-07-11-question-gen-calibration-analysis
finding:2026-07-11-question-gen-calibration-analysis - 2026-07-14-ar30-too-easy-analysis
finding:2026-07-14-ar30-too-easy-analysis - 2026-07-14-hard-distractor-literature
finding:2026-07-14-hard-distractor-literature - 2026-07-14-question-quality-gap-analysis
finding:2026-07-14-question-quality-gap-analysis - 2026-07-15-question-gen-v2-diagnosis-and-strategy
finding:2026-07-15-question-gen-v2-diagnosis-and-strategy - Harness 评估: Spec-1 修复验证 (infer_spec1check)
finding:eval-spec1check - Harness 评估: Spec-2 批量并行建树
finding:eval-spec2-batch-tree-build - v3 §9 帧感知抽取机制 — 小样本实证验证结果
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）
finding:2026-07-15-question-gen-paradigm-shift-construction-over-filtering
plan (50)
- 2026-07-06-core-agent-adapters-llm
plan:2026-07-06-core-agent-adapters-llm - 2026-07-07-app-harness
plan:2026-07-07-app-harness - 2026-07-07-core-evolution
plan:2026-07-07-core-evolution - 2026-07-07-question-gen
plan:2026-07-07-question-gen - 2026-07-07-tree-module-vertical-slice
plan:2026-07-07-tree-module-vertical-slice - 2026-07-09-main-inference-entry
plan:2026-07-09-main-inference-entry - 2026-07-09-question-gen-synth
plan:2026-07-09-question-gen-synth - 2026-07-09-tree-repair-resilience
plan:2026-07-09-tree-repair-resilience - 2026-07-11-agent-runtime-fixes
plan:2026-07-11-agent-runtime-fixes - 2026-07-11-batch-tree-build
plan:2026-07-11-batch-tree-build - 2026-07-12-per-category-pool-strategy
plan:2026-07-12-per-category-pool-strategy - 2026-07-14-action-recognition-strategy
plan:2026-07-14-action-recognition-strategy - 2026-07-14-action-recognition-training
plan:2026-07-14-action-recognition-training - 2026-07-14-adversarial-question-gen-phaseB-plan
plan:2026-07-14-adversarial-question-gen-phaseB-plan - 2026-07-14-grounded-question-gen-phaseA-plan
plan:2026-07-14-grounded-question-gen-phaseA-plan - 2026-07-14-maintenance-pool
plan:2026-07-14-maintenance-pool - 2026-07-14-task-type-strategy-framework
plan:2026-07-14-task-type-strategy-framework - 2026-07-15-question-gen-v3-phase1-contract
plan:2026-07-15-question-gen-v3-phase1-contract - 2026-07-15-results-driven-video-split
plan:2026-07-15-results-driven-video-split - 2026-07-16-gate-speedup
plan:2026-07-16-gate-speedup - 2026-07-16-preflight-wp1-asset-migration
plan:2026-07-16-preflight-wp1-asset-migration - 2026-07-16-preflight-wp2-split-wiring
plan:2026-07-16-preflight-wp2-split-wiring - 2026-07-16-preflight-wp3-train-loop
plan:2026-07-16-preflight-wp3-train-loop - 2026-07-16-preflight-wp4-resilience
plan:2026-07-16-preflight-wp4-resilience - Action Recognition 单题型首次训练实验计划
plan:action-recognition-training - ActionRecognitionStrategy 特化实现计划 (Plan B)
plan:action-recognition-strategy - Adversarial Question-Gen Phase B
plan:adversarial-question-gen-phaseB - app/harness/ 训练循环编排层实现计划
plan:app-harness - app/search/ 搜索 Agent 装配层实现计划
plan:2026-07-07-search-module - core/agent/ + adapters/llm 基础设施实现计划
plan:core-agent-adapters-llm - Grounded Question-Gen Phase A
plan:grounded-question-gen-phaseA - main.py 推理入口 + 初始 Prompt 集实现计划
plan:main-inference-entry - Maintenance Pool 自动补入实现计划
plan:maintenance-pool - Per-Category Pool Strategy 实现计划
plan:per-category-pool-strategy - question_gen 模块实现计划
plan:question-gen - Spec-1 Agent 执行环境修复实现计划
plan:agent-runtime-fixes-plan - Spec-2 建树批量并行实现计划
plan:batch-tree-build-plan - TaskTypeStrategy 框架实现计划 (Plan A)
plan:task-type-strategy-framework - WP1 资产迁移
plan:preflight-wp1-asset-migration - WP2 切分与接线
plan:preflight-wp2-split-wiring - WP3 训练循环与进化引擎
plan:preflight-wp3-train-loop - WP4 韧性与持久化
plan:preflight-wp4-resilience - 出题管线 v2 实现计划
plan:2026-07-11-question-gen-v2 - 实现计划: 修复诊断 tree_data 断链 bug
plan:fix-diagnosis-tree-data-link-plan - 建树修复管线三项改造实现计划
plan:tree-repair-resilience - 建树模块竖切实现计划
plan:tree-module-vertical-slice - 结果驱动的视频级切分实现计划
plan:results-driven-video-split-plan - 赛题生成工具实现计划
plan:question-gen-synth - 连续并发 gate + Redis 复用实现计划
plan:gate-speedup - 项目基础设施初始化计划
plan:infrastructure-setup
review (6)
- 2026-07-16-preflight-final-review
review:2026-07-16-preflight-final-review - 2026-07-16-preflight-train-review
review:2026-07-16-preflight-train-review - 2026-07-17-gate-speedup-final-review
review:2026-07-17-gate-speedup-final-review - 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）
review:2026-07-15-question-gen-v2-adversarial-audit - 训练前修复分支终审
review:preflight-final-review - 连续并发 gate 终审与交付
review:gate-speedup-final
schema (6)
- 表结构 v3 出题日志/观测（unit_verdict / collapse_metrics / quarantine / facts / resume）
schema:v3-question-gen-logging - 表结构: adversarial_verdicts（Phase B agent 门判定）
schema:adversarial-verdicts - 表结构: baseline_diagnosis（逐题诊断信号）
schema:baseline-diagnosis - 表结构: question_gen_items（逐题门判定）
schema:question-gen-items - 表结构: question_gen_runs（出题批次）
schema:question-gen-runs - 表结构: split_manifest（切分冻结溯源）
schema:split-manifest
metric (7)
- 出题四门总拦截率
metric:qgen-gate-rejection-rate - 指标: 48格(task_type×error_type)多样性覆盖率
metric:split-cell-coverage - 指标: floor 达标率 + test 代表性偏差
metric:split-floor-and-representativeness - 指标: 诊断信号 tier 分布（T0/T1/T2/uncertain 占比）
metric:split-signal-tier-distribution - 最终接受率
metric:qgen-acceptance-rate - 答案位置分布均匀性
metric:qgen-answer-uniformity - 重出收敛率（3轮内过门）
metric:qgen-regen-convergence