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fix(core): replace structuredClone with shallow copy to prevent OOM in long sessions#4286

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wenshao merged 11 commits into
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codex/memory-investigation-draft-pr
May 21, 2026
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fix(core): replace structuredClone with shallow copy to prevent OOM in long sessions#4286
wenshao merged 11 commits into
mainfrom
codex/memory-investigation-draft-pr

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@yiliang114 yiliang114 commented May 18, 2026

Summary

  • What changed:

    • 核心修复: 用 shallow copy (copyContentContainer / getRequestHistory) 替代 structuredClone(this.history) 热路径调用,消除长 session 中的内存克隆峰值
    • 新增 getHistoryShallow()getHistoryTailShallow()peekLastHistoryEntry()getLastModelMessageText() 方法供内部读路径使用
    • 更新所有调用方(agent、nextSpeakerChecker、memoryDiagnostics、chatCompressionService、sessionService、content generators)使用 shallow API
    • 新增 runtimeDiagnostics 工具用于 heap/memory instrumentation
    • 移除 heap-pressure token-gate bypass/cooldown,保留 shallow API 作为主要内存峰值修复
    • 附带原有的 OOM 复现报告和诊断 benchmark 文档
  • Why it changed:

    • 主 send 循环每轮调用 structuredClone(this.history) 最多 4 次。当 session context 填充 ≥70% 时,瞬态克隆超出 V8 heap headroom,导致长时间交互 session OOM crash
    • 用户报告在 80+ 分钟 session 中出现 2-4 GB OOM
    • Shallow copy 从根本上消除了 clone 内存峰值,同时保持调用者的 mutation safety
  • Reviewer focus:

    • geminiChat.ts: copyContentContainer() 只做 spread + parts array spread,是否足够防止 caller mutation 影响 history
    • client.ts: 新增的 shallow API fallback 链是否正确
    • heap-pressure bypass/cooldown 已移除;重点确认 shallow API 是否足以消除 clone 峰值,以及诊断路径是否满足后续定位需求

Validation

本地 3 模型 × 3 PR 规模的交互式 TUI benchmark(MCP 启用,heap-pressure bypass/cooldown 已移除):

模型 PR Peak Tree RSS 结果
qwen3.6-plus #4268 small 633 MB
qwen3.6-plus #4186 medium 726 MB
qwen3.6-plus #4168 large (4750行) 718 MB
pai/glm-5 #4268 small 718 MB
pai/glm-5 #4186 medium 741 MB
pai/glm-5 #4168 large 743 MB
DeepSeek/deepseek-v4-pro #4268 small 740 MB
DeepSeek/deepseek-v4-pro #4186 medium 585 MB
DeepSeek/deepseek-v4-pro #4168 large 608 MB

9/9 全部通过,peak RSS ≤743 MB,远低于 2GB limit,无 OOM。

Test plan

  • npm run build
  • npm run typecheck
  • npm run lint
  • cd packages/core && npx vitest run src/core/geminiChat.test.ts src/services/chatCompressionService.test.ts src/services/sessionService.test.ts src/utils/memoryDiagnostics.test.ts src/utils/nextSpeakerChecker.test.ts src/utils/runtimeDiagnostics.test.ts src/utils/forkedAgent.cache.test.ts
  • cd packages/cli && npx vitest run src/ui/commands/doctorCommand.test.ts
  • 本地交互式 TUI benchmark 覆盖 3 个模型 × 3 个 PR 规模,验证无 OOM 且 peak RSS 保持在 2GB limit 以下

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📋 Review Summary

This PR adds two documentation files: a memory benchmark report and an investigation plan for Qwen Code's runtime memory usage. The benchmark report presents well-structured evidence showing Qwen Code uses 2.3x-3.6x more memory than Claude Code across multiple workloads. The investigation plan appropriately defers root-cause claims and proposes a diagnostics-first approach. Overall, this is a solid evidence-gathering PR that sets up future optimization work without making premature conclusions.

🔍 General Feedback

  • Excellent structure and clarity: Both documents are well-organized with clear sections, tables, and logical flow from evidence to hypothesis to next steps.
  • Appropriate epistemic humility: The authors consistently distinguish between what the data supports vs. what remains unknown, which is critical for performance investigations.
  • Good separation of concerns: Starting with documentation-only before attempting runtime fixes is the right approach for complex memory investigations.
  • Strong evidence matrix: Testing across multiple workloads (small PR, code navigation, synthetic diffs) and multiple models (pai/glm-5, qwen3.6-plus) makes the findings robust.
  • Related work mapping: The table linking to existing issues (feat(cli): add baseline /doctor memory diagnostics #4180-fix: add cache limits to prevent OOM during build/test #4188) provides excellent context for how this work fits into broader memory improvement efforts.
  • Actionable next steps: The recommended follow-up measurements are specific and technically sound (V8 heap stats, tool-result retention counters, subagent activity, etc.).

🎯 Specific Feedback

🟢 Medium

  • docs/e2e-tests/2026-05-18-qwen-memory-benchmark-report.md:line ~100 - The "Initial Cause Analysis" table has a column header "What it suggests" that appears truncated in the diff (shows as "-------------------..." with inconsistent width). Consider ensuring table column alignment is consistent for better readability.

  • docs/e2e-tests/2026-05-18-qwen-memory-benchmark-report.md:line ~170 - The token usage table shows selected examples but doesn't include all 20 matrix cells. Consider adding a note clarifying whether the omitted cells showed similar patterns, or add an appendix with the complete data for full reproducibility.

  • docs/plans/2026-05-18-qwen-runtime-memory-investigation.md:line ~45 - The related work table mentions "fix(core): memory-based chat compression to prevent heap OOM #4127" as "open PR, conflicting" - consider briefly explaining what the conflict is (stale branch, superseded approach, etc.) so reviewers understand whether that PR is still relevant.

🔵 Low

  • docs/e2e-tests/2026-05-18-qwen-memory-benchmark-report.md:line ~25 - The phrase "Process-tree RSS is used as the headline metric because Qwen Code launches a root wrapper and a child Node/Qwen worker" could benefit from a brief footnote or link explaining the process architecture for readers unfamiliar with Qwen Code's process model.

  • docs/e2e-tests/2026-05-18-qwen-memory-benchmark-report.md:line ~260 - The "Recommended Follow-Up Measurements" section lists diagnostic items but doesn't prioritize them. Consider adding a rough ordering (e.g., "highest signal first" or "easiest to implement first") to help the next PR author choose where to start.

  • docs/plans/2026-05-18-qwen-runtime-memory-investigation.md:line ~150 - The "Candidate Optimization Directions" section mentions "Claude Code and Codex should be used as design references" - consider adding a brief note about what specific aspects to study (e.g., "particularly their headless mode initialization" or "their tool-result streaming approach") to make this guidance more actionable.

  • docs/plans/2026-05-18-qwen-runtime-memory-investigation.md:line ~200 - The "Validation Plan" section lists metrics to record but doesn't specify the acceptable variance threshold for "success" (e.g., "RSS reduction of 20% or more" or "heap usage within X% of Claude Code"). Adding success criteria would help define when the investigation is complete.

  • Both files - Consider adding a brief "How to reproduce these benchmarks" appendix or separate script that documents the exact commands, environment setup, and sampling methodology. This would make it easier for reviewers to verify the results and for future investigators to run comparable benchmarks.

✅ Highlights

  • Outstanding scientific rigor: The documents consistently distinguish between observed data, working hypotheses, and unproven claims. The caveats section explicitly acknowledges limitations (single runs, macOS-only, external RSS limitations).

  • Excellent token analysis: The correlation between memory usage and token counts is a valuable insight that points toward context/tool-result handling rather than simple tool-call volume.

  • Smart workload design: Using synthetic diffs (100 KiB, 1 MiB, 5 MiB) alongside real PR review tasks is an excellent way to isolate whether the issue is diff-size-dependent or baseline-dependent.

  • Clear scope boundaries: The "Non-Goals" section in the investigation plan is exemplary - it prevents scope creep and sets realistic expectations about what this investigation will and won't prove.

  • Strong connection to action: The documents don't just present problems; they map directly to specific next PRs (diagnostics-only first, then optimization), making it easy for the team to continue the work.

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github-actions Bot commented May 18, 2026

Code Coverage Summary

Package Lines Statements Functions Branches
CLI 76.78% 76.78% 79.38% 79.94%
Core 79.73% 79.73% 82.2% 82.64%
CLI Package - Full Text Report
-------------------|---------|----------|---------|---------|-------------------
File               | % Stmts | % Branch | % Funcs | % Lines | Uncovered Line #s 
-------------------|---------|----------|---------|---------|-------------------
All files          |   76.78 |    79.94 |   79.38 |   76.78 |                   
 src               |   75.94 |     69.2 |   81.08 |   75.94 |                   
  gemini.tsx       |   68.69 |    66.66 |   77.77 |   68.69 | ...29,946-949,961 
  ...ractiveCli.ts |   80.23 |     68.3 |   78.57 |   80.23 | ...1054,1092,1195 
  ...liCommands.ts |   74.51 |    73.17 |     100 |   74.51 | ...41-265,290,391 
  ...ActiveAuth.ts |     100 |     87.5 |     100 |     100 | 66-80             
 ...cp-integration |   61.97 |    65.24 |   78.12 |   61.97 |                   
  acpAgent.ts      |   63.32 |    65.35 |   83.05 |   63.32 | ...2112,2126-2134 
  authMethods.ts   |   12.19 |      100 |       0 |   12.19 | 11-31,34-38,41-50 
  errorCodes.ts    |       0 |        0 |       0 |       0 | 1-22              
  ...DirContext.ts |     100 |      100 |     100 |     100 |                   
 ...ration/service |   68.65 |    83.33 |   66.66 |   68.65 |                   
  filesystem.ts    |   68.65 |    83.33 |   66.66 |   68.65 | ...32,77-94,97-98 
 ...ration/session |   75.88 |    72.05 |   86.25 |   75.88 |                   
  ...ryReplayer.ts |   67.34 |     75.6 |   81.81 |   67.34 | ...54-269,282-283 
  Session.ts       |   74.93 |    70.81 |   88.46 |   74.93 | ...2658,2664-2667 
  ...entTracker.ts |   90.85 |    84.84 |      90 |   90.85 | ...35,199,251-260 
  index.ts         |       0 |        0 |       0 |       0 | 1-40              
  ...ssionUtils.ts |   84.21 |    77.77 |     100 |   84.21 | ...37-153,209-211 
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 ...ssion/emitters |   96.01 |    90.75 |    92.3 |   96.01 |                   
  BaseEmitter.ts   |   76.92 |    66.66 |      80 |   76.92 | 23-24,39-40,55-56 
  ...ageEmitter.ts |     100 |    89.47 |     100 |     100 | 109,111           
  PlanEmitter.ts   |     100 |      100 |     100 |     100 |                   
  ...allEmitter.ts |   98.06 |     92.3 |     100 |   98.06 | 227-228,327,335   
  index.ts         |       0 |        0 |       0 |       0 | 1-10              
 ...ession/rewrite |   90.36 |    87.83 |   94.11 |   90.36 |                   
  LlmRewriter.ts   |      81 |       84 |     100 |      81 | ...,88-89,155-159 
  ...Middleware.ts |   95.83 |    85.71 |     100 |   95.83 | 119,127-129       
  TurnBuffer.ts    |     100 |      100 |     100 |     100 |                   
  config.ts        |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 src/commands      |   47.93 |    85.71 |   43.47 |   47.93 |                   
  auth.ts          |     100 |    83.33 |     100 |     100 | 11,14             
  channel.ts       |   56.66 |      100 |       0 |   56.66 | 15-19,27-34       
  extensions.tsx   |   96.55 |      100 |      50 |   96.55 | 37                
  hooks.tsx        |   66.66 |      100 |       0 |   66.66 | 20-24             
  mcp.ts           |   94.73 |      100 |      50 |   94.73 | 28                
  review.ts        |   51.85 |      100 |       0 |   51.85 | 24-35,38          
  serve.ts         |    7.74 |      100 |       0 |    7.74 | ...51-147,149-230 
 ...mmands/channel |   39.25 |    79.45 |      50 |   39.25 |                   
  ...l-registry.ts |    8.57 |      100 |       0 |    8.57 | 6-21,24-42        
  config-utils.ts  |      92 |      100 |   66.66 |      92 | 21-26             
  configure.ts     |    14.7 |      100 |       0 |    14.7 | 18-21,23-84       
  pairing.ts       |   26.31 |      100 |       0 |   26.31 | ...30,40-50,52-65 
  pidfile.ts       |   96.34 |    86.95 |     100 |   96.34 | 49,59,91          
  start.ts         |   30.98 |       52 |   69.23 |   30.98 | ...72-475,484-486 
  status.ts        |   17.85 |      100 |       0 |   17.85 | 15-26,32-76       
  stop.ts          |      20 |      100 |       0 |      20 | 14-48             
 ...nds/extensions |    84.5 |    88.95 |   81.81 |    84.5 |                   
  consent.ts       |   71.65 |    89.28 |   42.85 |   71.65 | ...85-141,156-162 
  disable.ts       |     100 |      100 |     100 |     100 |                   
  enable.ts        |     100 |      100 |     100 |     100 |                   
  install.ts       |    75.6 |    66.66 |   66.66 |    75.6 | ...39-142,145-153 
  link.ts          |     100 |      100 |     100 |     100 |                   
  list.ts          |     100 |      100 |     100 |     100 |                   
  new.ts           |     100 |      100 |     100 |     100 |                   
  settings.ts      |   99.15 |      100 |   83.33 |   99.15 | 151               
  uninstall.ts     |    37.5 |      100 |   33.33 |    37.5 | 23-45,57-64,67-70 
  update.ts        |   96.32 |      100 |     100 |   96.32 | 101-105           
  utils.ts         |   60.24 |    28.57 |     100 |   60.24 | ...81,83-87,89-93 
 ...les/mcp-server |       0 |        0 |       0 |       0 |                   
  example.ts       |       0 |        0 |       0 |       0 | 1-60              
 src/commands/mcp  |   92.29 |    86.08 |   88.88 |   92.29 |                   
  add.ts           |     100 |    98.03 |     100 |     100 | 293               
  list.ts          |   91.22 |    80.76 |      80 |   91.22 | ...19-121,146-147 
  reconnect.ts     |   76.72 |    71.42 |   85.71 |   76.72 | 35-48,153-175     
  remove.ts        |     100 |       80 |     100 |     100 | 21-25             
 ...ommands/review |   11.57 |      100 |       0 |   11.57 |                   
  cleanup.ts       |   17.94 |      100 |       0 |   17.94 | ...01-106,108-109 
  deterministic.ts |   13.75 |      100 |       0 |   13.75 | ...22-738,740-741 
  fetch-pr.ts      |   11.36 |      100 |       0 |   11.36 | ...80-201,203-204 
  load-rules.ts    |   11.32 |      100 |       0 |   11.32 | ...41-153,155-156 
  pr-context.ts    |    6.22 |      100 |       0 |    6.22 | ...97-312,314-315 
  presubmit.ts     |    9.35 |      100 |       0 |    9.35 | ...62-287,289-290 
 ...nds/review/lib |      30 |      100 |       0 |      30 |                   
  gh.ts            |   22.58 |      100 |       0 |   22.58 | ...49,53-54,62-69 
  git.ts           |   22.72 |      100 |       0 |   22.72 | 15-18,29-39,43-44 
  paths.ts         |   52.94 |      100 |       0 |   52.94 | ...26,37-38,42-43 
 src/config        |   92.89 |    85.06 |   89.13 |   92.89 |                   
  auth.ts          |   86.98 |    80.32 |     100 |   86.98 | ...26-227,243-244 
  config.ts        |   87.96 |    84.36 |      80 |   87.96 | ...1856,1858-1866 
  keyBindings.ts   |   96.55 |       50 |     100 |   96.55 | 193-196           
  ...ngsAdapter.ts |     100 |    94.11 |     100 |     100 | 64                
  ...idersScope.ts |      92 |       90 |     100 |      92 | 11-12             
  sandboxConfig.ts |   61.64 |    71.87 |   66.66 |   61.64 | ...54-68,73,77-89 
  settings.ts      |   85.76 |    87.25 |   89.18 |   85.76 | ...1148,1153-1156 
  ...ingsSchema.ts |     100 |      100 |     100 |     100 |                   
  ...tedFolders.ts |   96.22 |       94 |     100 |   96.22 | ...88-190,205-206 
 ...nfig/migration |   94.89 |    78.94 |   83.33 |   94.89 |                   
  index.ts         |   94.87 |    88.88 |     100 |   94.87 | 91-92             
  scheduler.ts     |   96.55 |    77.77 |     100 |   96.55 | 19-20             
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 ...ation/versions |   94.74 |       96 |     100 |   94.74 |                   
  ...-v2-shared.ts |     100 |      100 |     100 |     100 |                   
  v1-to-v2.ts      |   81.75 |    90.19 |     100 |   81.75 | ...28-229,231-247 
  v2-to-v3.ts      |     100 |      100 |     100 |     100 |                   
  v3-to-v4.ts      |     100 |      100 |     100 |     100 |                   
 src/core          |     100 |      100 |     100 |     100 |                   
  auth.ts          |     100 |      100 |     100 |     100 |                   
  initializer.ts   |     100 |      100 |     100 |     100 |                   
  theme.ts         |     100 |      100 |     100 |     100 |                   
 src/dualOutput    |   63.09 |    64.51 |   55.55 |   63.09 |                   
  ...tputBridge.ts |   62.94 |    65.51 |   56.25 |   62.94 | ...22-323,331-334 
  ...utContext.tsx |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-8               
 src/export        |       0 |        0 |       0 |       0 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-7               
 src/generated     |     100 |      100 |     100 |     100 |                   
  git-commit.ts    |     100 |      100 |     100 |     100 |                   
 src/i18n          |   81.47 |    75.94 |   65.71 |   81.47 |                   
  index.ts         |   63.68 |    69.56 |   53.84 |   63.68 | ...70-271,281-286 
  languages.ts     |   96.92 |    86.66 |     100 |   96.92 | 134-135,167,184   
  ...nslateKeys.ts |     100 |      100 |     100 |     100 |                   
  ...lationDict.ts |   93.33 |    66.66 |     100 |   93.33 | 15                
 src/i18n/locales  |     100 |      100 |     100 |     100 |                   
  ca.js            |     100 |      100 |     100 |     100 |                   
  de.js            |     100 |      100 |     100 |     100 |                   
  en.js            |     100 |      100 |     100 |     100 |                   
  fr.js            |     100 |      100 |     100 |     100 |                   
  ja.js            |     100 |      100 |     100 |     100 |                   
  pt.js            |     100 |      100 |     100 |     100 |                   
  ru.js            |     100 |      100 |     100 |     100 |                   
  zh-TW.js         |     100 |      100 |     100 |     100 |                   
  zh.js            |     100 |      100 |     100 |     100 |                   
 ...nonInteractive |   72.57 |    71.12 |   74.07 |   72.57 |                   
  session.ts       |   76.64 |     69.4 |   85.71 |   76.64 | ...23-824,833-843 
  types.ts         |    42.5 |      100 |   33.33 |    42.5 | ...80-581,584-585 
 ...active/control |   77.04 |    88.23 |      80 |   77.04 |                   
  ...rolContext.ts |    7.14 |        0 |       0 |    7.14 | 49-84             
  ...Dispatcher.ts |   91.66 |    91.83 |   88.88 |   91.66 | ...54-372,388,391 
  ...rolService.ts |       8 |        0 |       0 |       8 | 46-179            
 ...ol/controllers |    7.03 |       80 |   13.33 |    7.03 |                   
  ...Controller.ts |   19.32 |      100 |      60 |   19.32 | 81-118,127-210    
  ...Controller.ts |       0 |        0 |       0 |       0 | 1-56              
  ...Controller.ts |    3.94 |      100 |   11.11 |    3.94 | ...63-381,391-496 
  ...Controller.ts |   14.06 |      100 |       0 |   14.06 | ...82-117,130-133 
  ...Controller.ts |    5.21 |      100 |       0 |    5.21 | ...21-433,442-471 
 .../control/types |       0 |        0 |       0 |       0 |                   
  serviceAPIs.ts   |       0 |        0 |       0 |       0 | 1                 
 ...Interactive/io |   97.98 |     93.7 |   95.18 |   97.98 |                   
  ...putAdapter.ts |   97.89 |    92.82 |   98.07 |   97.89 | ...1303,1398-1399 
  ...putAdapter.ts |      96 |     90.9 |   85.71 |      96 | 51-52             
  ...nputReader.ts |     100 |    94.73 |     100 |     100 | 67                
  ...putAdapter.ts |   98.28 |      100 |      90 |   98.28 | 81-82,122-123     
  index.ts         |     100 |      100 |     100 |     100 |                   
 src/patches       |       0 |        0 |       0 |       0 |                   
  is-in-ci.ts      |       0 |        0 |       0 |       0 | 1-17              
 src/remoteInput   |   86.98 |       75 |   85.71 |   86.98 |                   
  ...utContext.tsx |     100 |      100 |     100 |     100 |                   
  ...putWatcher.ts |   88.12 |    76.08 |   91.66 |   88.12 | ...21-222,233-236 
  index.ts         |       0 |        0 |       0 |       0 | 1-8               
 src/serve         |    79.3 |     78.8 |   92.85 |    79.3 |                   
  auth.ts          |   88.49 |    88.63 |     100 |   88.49 | ...49-150,153-155 
  capabilities.ts  |     100 |     90.9 |     100 |     100 | 264               
  ...usProvider.ts |   67.01 |    51.42 |     100 |   67.01 | ...40-245,278-286 
  debugMode.ts     |     100 |      100 |     100 |     100 |                   
  demo.ts          |     100 |      100 |     100 |     100 |                   
  envSnapshot.ts   |    92.3 |       84 |     100 |    92.3 | 108-111,170-177   
  eventBus.ts      |     100 |      100 |     100 |     100 |                   
  httpAcpBridge.ts |   79.62 |    78.84 |   96.38 |   79.62 | ...4246,4277-4318 
  ...oryChannel.ts |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-106             
  loopbackBinds.ts |     100 |      100 |     100 |     100 |                   
  runQwenServe.ts  |   73.98 |    87.83 |   55.55 |   73.98 | ...94-710,735-737 
  server.ts        |   86.18 |    82.94 |   90.62 |   86.18 | ...2478,2543-2552 
  status.ts        |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
  ...paceAgents.ts |   64.87 |    70.45 |    90.9 |   64.87 | ...1306,1316-1326 
  ...paceMemory.ts |   87.13 |    78.46 |     100 |   87.13 | ...54-361,421-428 
 src/serve/auth    |   86.54 |    78.75 |   93.75 |   86.54 |                   
  deviceFlow.ts    |   96.33 |    79.51 |    97.5 |   96.33 | ...1526,1630,1700 
  ...owProvider.ts |   45.23 |    74.07 |      75 |   45.23 | ...90-359,375,379 
 src/serve/fs      |   84.85 |    79.75 |     100 |   84.85 |                   
  audit.ts         |     100 |    96.15 |     100 |     100 | 201               
  errors.ts        |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  paths.ts         |   77.82 |    77.08 |     100 |   77.82 | ...64,493-497,510 
  policy.ts        |   90.32 |    89.18 |     100 |   90.32 | 142-150           
  ...FileSystem.ts |   83.55 |    76.22 |     100 |   83.55 | ...1859,1886-1887 
 src/serve/routes  |   89.41 |       70 |     100 |   89.41 |                   
  ...ceFileRead.ts |   94.41 |    76.92 |     100 |   94.41 | ...28-329,390-392 
  ...eFileWrite.ts |    82.1 |    60.52 |     100 |    82.1 | ...42-244,247-249 
 src/services      |   91.66 |    91.21 |   97.56 |   91.66 |                   
  ...mandLoader.ts |     100 |    93.75 |     100 |     100 | 92                
  ...killLoader.ts |     100 |    96.15 |     100 |     100 | 47                
  ...andService.ts |    98.7 |      100 |     100 |    98.7 | 107               
  ...mandLoader.ts |   86.83 |    83.87 |     100 |   86.83 | ...30-335,340-345 
  ...omptLoader.ts |   75.84 |    80.64 |   83.33 |   75.84 | ...10-211,277-278 
  ...mandLoader.ts |     100 |      100 |     100 |     100 |                   
  ...nd-factory.ts |   91.42 |    91.66 |     100 |   91.42 | 128,137-144       
  ...ation-tool.ts |     100 |    95.45 |     100 |     100 | 125               
  ...ndMetadata.ts |   98.21 |    96.66 |     100 |   98.21 | 83,87             
  commandUtils.ts  |      96 |     90.9 |     100 |      96 | 48                
  ...and-parser.ts |   90.69 |    85.71 |     100 |   90.69 | 63-66             
  ...ionService.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...ght/generators |    85.9 |    85.61 |   90.47 |    85.9 |                   
  DataProcessor.ts |   85.63 |     85.6 |   92.85 |   85.63 | ...1122,1126-1133 
  ...tGenerator.ts |   98.21 |    85.71 |     100 |   98.21 | 46                
  ...teRenderer.ts |   45.45 |      100 |       0 |   45.45 | 13-51             
 .../insight/types |       0 |       50 |      50 |       0 |                   
  ...sightTypes.ts |       0 |        0 |       0 |       0 |                   
  ...sightTypes.ts |       0 |        0 |       0 |       0 | 1                 
 ...mpt-processors |   97.27 |    94.04 |     100 |   97.27 |                   
  ...tProcessor.ts |     100 |      100 |     100 |     100 |                   
  ...eProcessor.ts |   94.52 |    84.21 |     100 |   94.52 | 46-47,93-94       
  ...tionParser.ts |     100 |      100 |     100 |     100 |                   
  ...lProcessor.ts |   97.41 |    95.65 |     100 |   97.41 | 95-98             
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/services/tips |   97.35 |    83.07 |     100 |   97.35 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  tipHistory.ts    |   92.45 |       70 |     100 |   92.45 | ...22,144,151,160 
  tipRegistry.ts   |     100 |    95.23 |     100 |     100 | 33                
  tipScheduler.ts  |     100 |    91.66 |     100 |     100 | 55                
 src/test-utils    |   93.75 |    83.33 |      80 |   93.75 |                   
  ...omMatchers.ts |   69.69 |       50 |      50 |   69.69 | 32-35,37-39,45-47 
  ...andContext.ts |     100 |      100 |     100 |     100 |                   
  render.tsx       |     100 |      100 |     100 |     100 |                   
 src/ui            |   65.13 |    73.02 |   60.34 |   65.13 |                   
  App.tsx          |     100 |      100 |     100 |     100 |                   
  AppContainer.tsx |   63.18 |    64.56 |      50 |   63.18 | ...3147,3151-3155 
  ...tionNudge.tsx |    9.58 |      100 |       0 |    9.58 | 24-94             
  ...ackDialog.tsx |   29.23 |      100 |       0 |   29.23 | 25-75             
  ...tionNudge.tsx |    7.69 |      100 |       0 |    7.69 | 25-103            
  colors.ts        |      60 |      100 |   35.29 |      60 | ...52,54-55,60-61 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  keyMatchers.ts   |   95.91 |    97.05 |     100 |   95.91 | 25-26             
  ...tic-colors.ts |     100 |      100 |     100 |     100 |                   
  ...inePresets.ts |   98.17 |    88.88 |     100 |   98.17 | ...12,239,387-389 
  textConstants.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/ui/auth       |   52.97 |    51.21 |   42.42 |   52.97 |                   
  AuthDialog.tsx   |   62.87 |     42.1 |   18.18 |   62.87 | ...03,310-332,336 
  ...nProgress.tsx |       0 |        0 |       0 |       0 | 1-64              
  ...etupSteps.tsx |    39.4 |       32 |   38.46 |    39.4 | ...68,471,477,480 
  useAuth.ts       |   94.55 |    73.52 |     100 |   94.55 | ...19-220,239-245 
  ...rSetupFlow.ts |   43.45 |    33.33 |      50 |   43.45 | ...68-389,406-449 
 src/ui/commands   |   73.36 |    81.19 |   81.48 |   73.36 |                   
  aboutCommand.ts  |     100 |      100 |     100 |     100 |                   
  agentsCommand.ts |   83.78 |      100 |      60 |   83.78 | 30-32,42-44       
  ...odeCommand.ts |   89.04 |    81.25 |     100 |   89.04 | 91-92,94-99       
  arenaCommand.ts  |   62.81 |    58.73 |   65.21 |   62.81 | ...91-596,681-689 
  authCommand.ts   |     100 |      100 |     100 |     100 |                   
  branchCommand.ts |     100 |      100 |     100 |     100 |                   
  btwCommand.ts    |   95.59 |    71.42 |     100 |   95.59 | 72,154-159        
  bugCommand.ts    |   81.13 |    71.42 |     100 |   81.13 | 60-69             
  clearCommand.ts  |      92 |    76.47 |     100 |      92 | 43-44,72-73,91-92 
  ...essCommand.ts |    64.7 |       50 |      75 |    64.7 | ...48-149,163-166 
  ...extCommand.ts |   35.24 |    28.57 |   45.45 |   35.24 | ...86-521,532-533 
  copyCommand.ts   |   98.28 |    94.89 |     100 |   98.28 | ...80,280,321,327 
  deleteCommand.ts |     100 |      100 |     100 |     100 |                   
  diffCommand.ts   |     100 |     87.5 |     100 |     100 | ...61,224-225,238 
  ...ryCommand.tsx |   68.09 |    77.77 |   77.77 |   68.09 | ...56-261,315-323 
  docsCommand.ts   |     100 |    88.88 |     100 |     100 | 25                
  doctorCommand.ts |   95.06 |    88.28 |     100 |   95.06 | ...92-293,320-321 
  dreamCommand.ts  |      75 |    66.66 |   66.66 |      75 | 22-27,44-47       
  editorCommand.ts |     100 |      100 |     100 |     100 |                   
  exportCommand.ts |   98.25 |    91.02 |     100 |   98.25 | ...81,198-199,364 
  ...onsCommand.ts |   48.66 |     90.9 |   63.63 |   48.66 | ...05-109,159-211 
  forgetCommand.ts |   26.82 |      100 |      50 |   26.82 | 18-51             
  goalCommand.ts   |   91.25 |    83.33 |      90 |   91.25 | ...83-186,198-201 
  helpCommand.ts   |     100 |      100 |     100 |     100 |                   
  hooksCommand.ts  |    20.4 |       40 |      40 |    20.4 | ...48-180,204-205 
  ideCommand.ts    |   60.75 |    64.28 |   41.17 |   60.75 | ...05-306,310-324 
  initCommand.ts   |   84.33 |    72.72 |     100 |   84.33 | 68,82-87,89-94    
  ...ghtCommand.ts |   74.56 |    68.42 |     100 |   74.56 | ...31-245,250-273 
  ...ageCommand.ts |   92.17 |    82.69 |     100 |   92.17 | ...43,164,173-183 
  lspCommand.ts    |     100 |    86.95 |     100 |     100 | 31,101-102        
  mcpCommand.ts    |     100 |      100 |     100 |     100 |                   
  memoryCommand.ts |     100 |      100 |     100 |     100 |                   
  modelCommand.ts  |   75.09 |    78.18 |      75 |   75.09 | ...20-225,262-267 
  ...onsCommand.ts |     100 |      100 |     100 |     100 |                   
  planCommand.ts   |   78.82 |    76.92 |     100 |   78.82 | 30-35,51-56,68-73 
  quitCommand.ts   |     100 |      100 |     100 |     100 |                   
  recapCommand.ts  |   21.81 |      100 |      50 |   21.81 | 24-73             
  ...berCommand.ts |   32.43 |      100 |      50 |   32.43 | 23-57             
  renameCommand.ts |   85.71 |    86.04 |     100 |   85.71 | ...02-209,216-221 
  ...oreCommand.ts |    92.3 |    87.87 |     100 |    92.3 | ...,83-88,129-130 
  resumeCommand.ts |     100 |      100 |     100 |     100 |                   
  rewindCommand.ts |      80 |      100 |      50 |      80 | 19-21             
  ...ngsCommand.ts |     100 |      100 |     100 |     100 |                   
  ...hubCommand.ts |   81.43 |    65.21 |      80 |   81.43 | ...70-173,176-179 
  skillsCommand.ts |   15.04 |      100 |      25 |   15.04 | ...90-106,109-136 
  statsCommand.ts  |   88.19 |    84.21 |     100 |   88.19 | ...,58-61,143-146 
  ...ineCommand.ts |     100 |      100 |     100 |     100 |                   
  ...aryCommand.ts |    6.46 |      100 |      50 |    6.46 | 31-329            
  tasksCommand.ts  |   77.22 |    72.13 |     100 |   77.22 | ...46-150,172-177 
  ...tupCommand.ts |     100 |      100 |     100 |     100 |                   
  themeCommand.ts  |     100 |      100 |     100 |     100 |                   
  toolsCommand.ts  |     100 |      100 |     100 |     100 |                   
  trustCommand.ts  |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
  vimCommand.ts    |   54.54 |      100 |      50 |   54.54 | 19-29             
 src/ui/components |   62.49 |     75.1 |   64.85 |   62.49 |                   
  AboutBox.tsx     |     100 |      100 |     100 |     100 |                   
  AnsiOutput.tsx   |   65.57 |      100 |      50 |   65.57 | 69-90             
  ApiKeyInput.tsx  |       0 |        0 |       0 |       0 | 1-97              
  AppHeader.tsx    |   89.06 |       75 |     100 |   89.06 | 37,39-44,46       
  ...odeDialog.tsx |     9.7 |      100 |       0 |     9.7 | 35-47,50-182      
  AsciiArt.ts      |     100 |      100 |     100 |     100 |                   
  ...Indicator.tsx |   13.04 |      100 |       0 |   13.04 | 18-61             
  ...TextInput.tsx |   77.01 |       76 |     100 |   77.01 | ...20,234-236,263 
  Composer.tsx     |    81.6 |     64.7 |     100 |    81.6 | ...90,108,160,173 
  ...entPrompt.tsx |     100 |      100 |     100 |     100 |                   
  ...ryDisplay.tsx |   75.89 |    62.06 |     100 |   75.89 | ...,88,93-108,113 
  ...geDisplay.tsx |   68.42 |    57.14 |     100 |   68.42 | 16-17,31-32,42-50 
  ...ification.tsx |   28.57 |      100 |       0 |   28.57 | 16-36             
  ...gProfiler.tsx |       0 |        0 |       0 |       0 | 1-36              
  ...ogManager.tsx |   11.98 |      100 |       0 |   11.98 | 65-508            
  DiffDialog.tsx   |    2.47 |      100 |       0 |    2.47 | 68-732            
  ...ngsDialog.tsx |    8.44 |      100 |       0 |    8.44 | 37-195            
  ExitWarning.tsx  |     100 |      100 |     100 |     100 |                   
  ...hProgress.tsx |    87.8 |    33.33 |     100 |    87.8 | 28-31,56          
  ...ustDialog.tsx |     100 |      100 |     100 |     100 |                   
  Footer.tsx       |   76.59 |    48.64 |     100 |   76.59 | ...35-136,175-180 
  ...ngSpinner.tsx |   68.42 |       80 |      50 |   68.42 | 35-52,73,80-81    
  GoalPill.tsx     |   76.19 |    81.81 |     100 |   76.19 | 24-30,46-50       
  Header.tsx       |   98.62 |    94.28 |     100 |   98.62 | 162,164           
  Help.tsx         |   98.32 |    89.88 |     100 |   98.32 | ...24,381,447-448 
  ...emDisplay.tsx |    61.7 |       36 |     100 |    61.7 | ...42,345,348-354 
  ...ngeDialog.tsx |     100 |      100 |     100 |     100 |                   
  InputPrompt.tsx  |   83.01 |    79.78 |   83.33 |   83.01 | ...1399,1531,1581 
  ...Shortcuts.tsx |   20.87 |      100 |       0 |   20.87 | ...6,49-51,67-125 
  ...Indicator.tsx |     100 |    91.42 |     100 |     100 | 65,74             
  ...firmation.tsx |   91.42 |      100 |      50 |   91.42 | 26-31             
  MainContent.tsx  |   81.75 |       75 |     100 |   81.75 | ...70-274,282-286 
  MemoryDialog.tsx |    55.1 |    54.54 |   57.14 |    55.1 | ...56,368,381-383 
  ...geDisplay.tsx |       0 |        0 |       0 |       0 | 1-41              
  ModelDialog.tsx  |   80.12 |    63.55 |     100 |   80.12 | ...39-555,612-616 
  ...tsDisplay.tsx |     100 |    97.22 |     100 |     100 | 270               
  ...fications.tsx |   18.18 |      100 |       0 |   18.18 | 15-58             
  ...onsDialog.tsx |    2.13 |      100 |       0 |    2.13 | 62-133,148-1004   
  ...ryDisplay.tsx |     100 |      100 |     100 |     100 |                   
  ...icePrompt.tsx |   92.64 |    85.71 |     100 |   92.64 | 102-106,134-139   
  PrepareLabel.tsx |   91.66 |    77.27 |     100 |   91.66 | 73-75,77-79,110   
  ...atePrompt.tsx |    8.57 |      100 |       0 |    8.57 | 24-55,58-134      
  ...geDisplay.tsx |     100 |      100 |     100 |     100 |                   
  ...ngDisplay.tsx |   21.42 |      100 |       0 |   21.42 | 13-39             
  ...hProgress.tsx |   85.25 |    88.46 |     100 |   85.25 | 121-147           
  ...dSelector.tsx |   41.26 |    61.53 |   71.42 |   41.26 | ...74-472,476-520 
  ...ionPicker.tsx |   83.66 |    72.13 |     100 |   83.66 | ...96,402,444-466 
  ...onPreview.tsx |   92.42 |    84.37 |     100 |   92.42 | ...,70-71,143-145 
  ...ryDisplay.tsx |     100 |      100 |     100 |     100 |                   
  ...putPrompt.tsx |   72.56 |       80 |      40 |   72.56 | ...06-109,114-117 
  ...ngsDialog.tsx |   66.27 |    71.16 |      75 |   66.27 | ...12-820,826-827 
  ...ionDialog.tsx |    87.8 |      100 |   33.33 |    87.8 | 36-39,44-51       
  ...putPrompt.tsx |    15.9 |      100 |       0 |    15.9 | 20-63             
  ...Indicator.tsx |   57.14 |      100 |       0 |   57.14 | 12-15             
  ...MoreLines.tsx |      28 |      100 |       0 |      28 | 18-40             
  ...ionPicker.tsx |   17.59 |      100 |       0 |   17.59 | 55-172            
  StatsDisplay.tsx |     100 |      100 |     100 |     100 |                   
  ...ineDialog.tsx |   93.69 |    83.92 |     100 |   93.69 | ...11,273,293-295 
  ...yTodoList.tsx |   94.17 |       80 |     100 |   94.17 | 56-57,131-134     
  ...nsDisplay.tsx |   87.25 |       64 |     100 |   87.25 | ...45-147,154-156 
  ThemeDialog.tsx  |   89.95 |    46.15 |      75 |   89.95 | ...71-173,243-245 
  Tips.tsx         |   93.54 |       75 |     100 |   93.54 | 39-40             
  TodoDisplay.tsx  |     100 |      100 |     100 |     100 |                   
  ...tsDisplay.tsx |     100 |     87.5 |     100 |     100 | 31-32             
  TrustDialog.tsx  |     100 |    81.81 |     100 |     100 | 71-86             
  ...ification.tsx |   36.36 |      100 |       0 |   36.36 | 15-22             
  ...ackDialog.tsx |    7.84 |      100 |       0 |    7.84 | 24-134            
  ...xitDialog.tsx |   80.36 |    43.47 |      60 |   80.36 | ...24-238,248-251 
 ...nts/agent-view |   38.33 |    70.83 |   36.36 |   38.33 |                   
  ...atContent.tsx |    8.79 |      100 |       0 |    8.79 | 53-265,271-273    
  ...tChatView.tsx |   21.05 |      100 |       0 |   21.05 | 21-39             
  ...tComposer.tsx |    9.95 |      100 |       0 |    9.95 | 57-308            
  AgentFooter.tsx  |   17.07 |      100 |       0 |   17.07 | 28-66             
  AgentHeader.tsx  |   15.38 |      100 |       0 |   15.38 | 27-64             
  AgentTabBar.tsx  |    87.8 |    27.27 |     100 |    87.8 | ...,85,98-106,124 
  ...oryAdapter.ts |     100 |    91.83 |     100 |     100 | 103,109-110,138   
  index.ts         |       0 |        0 |       0 |       0 | 1-12              
 ...mponents/arena |   45.72 |    70.53 |   60.86 |   45.72 |                   
  ArenaCards.tsx   |   73.06 |    71.79 |   85.71 |   73.06 | ...83-185,321-326 
  ...ectDialog.tsx |   83.48 |    69.86 |   88.88 |   83.48 | ...88-392,409-410 
  ...artDialog.tsx |   10.15 |      100 |       0 |   10.15 | 27-161            
  ...tusDialog.tsx |    5.63 |      100 |       0 |    5.63 | 33-75,80-288      
  ...topDialog.tsx |    6.17 |      100 |       0 |    6.17 | 33-213            
 ...ackground-view |   75.63 |    84.44 |   85.29 |   75.63 |                   
  ...sksDialog.tsx |   70.92 |    80.39 |   76.19 |   70.92 | ...1118,1194-1196 
  ...TasksPill.tsx |   63.75 |    86.95 |     100 |   63.75 | 44,86-106,114-122 
  ...gentPanel.tsx |   99.53 |    93.18 |     100 |   99.53 | 123               
 ...nts/extensions |   45.28 |    33.33 |      60 |   45.28 |                   
  ...gerDialog.tsx |   44.31 |    34.14 |      75 |   44.31 | ...71-480,483-488 
  index.ts         |       0 |        0 |       0 |       0 | 1-9               
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...tensions/steps |   54.88 |    94.23 |   66.66 |   54.88 |                   
  ...ctionStep.tsx |   95.12 |    92.85 |   85.71 |   95.12 | 84-86,89          
  ...etailStep.tsx |    6.18 |      100 |       0 |    6.18 | 17-128            
  ...nListStep.tsx |   88.43 |    94.73 |      80 |   88.43 | 52-53,59-72,106   
  ...electStep.tsx |   13.46 |      100 |       0 |   13.46 | 20-70             
  ...nfirmStep.tsx |   19.56 |      100 |       0 |   19.56 | 23-65             
  index.ts         |     100 |      100 |     100 |     100 |                   
 ...mponents/hooks |   68.67 |    69.07 |   69.56 |   68.67 |                   
  ...etailStep.tsx |   74.68 |    66.66 |   66.66 |   74.68 | ...71-184,188-201 
  ...etailStep.tsx |    87.4 |    73.68 |     100 |    87.4 | 41-42,99-113,119  
  ...abledStep.tsx |     100 |      100 |     100 |     100 |                   
  ...sListStep.tsx |     100 |      100 |     100 |     100 |                   
  ...entDialog.tsx |   34.51 |    47.05 |   42.85 |   34.51 | ...78,482-495,499 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-13              
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...components/mcp |   20.98 |    86.36 |   83.33 |   20.98 |                   
  ...ealthPill.tsx |   68.42 |    85.71 |     100 |   68.42 | 40-46             
  ...entDialog.tsx |    3.64 |      100 |       0 |    3.64 | 41-717            
  constants.ts     |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-30              
  types.ts         |     100 |      100 |     100 |     100 |                   
  utils.ts         |   95.83 |    88.88 |     100 |   95.83 | 16,20,109-110     
 ...ents/mcp/steps |   26.74 |    54.54 |   42.85 |   26.74 |                   
  ...icateStep.tsx |    5.88 |      100 |       0 |    5.88 | 40-55,58-296      
  ...electStep.tsx |   10.95 |      100 |       0 |   10.95 | 16-88             
  ...etailStep.tsx |    5.26 |      100 |       0 |    5.26 | 31-247            
  ...rListStep.tsx |   75.18 |    59.37 |     100 |   75.18 | ...53-158,169-173 
  ...etailStep.tsx |   10.41 |      100 |       0 |   10.41 | ...1,67-79,82-139 
  ToolListStep.tsx |   69.02 |       50 |     100 |   69.02 | ...22,125,134-143 
 ...nents/messages |   82.44 |    79.55 |    72.6 |   82.44 |                   
  ...ionDialog.tsx |   80.84 |     77.6 |    62.5 |   80.84 | ...98,516,534-536 
  BtwMessage.tsx   |     100 |      100 |     100 |     100 |                   
  ...upDisplay.tsx |   97.67 |    83.72 |     100 |   97.67 | 119,142,150       
  ...onMessage.tsx |   91.93 |    82.35 |     100 |   91.93 | 57-59,61,63       
  ...nMessages.tsx |   79.06 |      100 |      70 |   79.06 | ...51-264,268-280 
  DiffRenderer.tsx |   93.19 |    86.17 |     100 |   93.19 | ...09,237-238,304 
  ...tsDisplay.tsx |   97.82 |    77.27 |     100 |   97.82 | 87,89             
  ...usMessage.tsx |   76.31 |     42.1 |   66.66 |   76.31 | ...99,101,124,155 
  ...ssMessage.tsx |    12.5 |      100 |       0 |    12.5 | 18-59             
  ...edMessage.tsx |   16.66 |      100 |       0 |   16.66 | 22-38             
  ...sMessages.tsx |   55.67 |       40 |   28.57 |   55.67 | ...20-125,133-145 
  ...ryMessage.tsx |   14.28 |      100 |       0 |   14.28 | 23-62             
  ...onMessage.tsx |   81.02 |    69.23 |   33.33 |   81.02 | ...24-426,433-435 
  ...upMessage.tsx |      84 |    93.61 |     100 |      84 | ...56-383,405-420 
  ToolMessage.tsx  |   88.84 |    75.71 |    92.3 |   88.84 | ...44-749,776-778 
 ...ponents/shared |   85.36 |    78.48 |   95.77 |   85.36 |                   
  ...ctionList.tsx |   99.03 |    95.65 |     100 |   99.03 | 85                
  ...tonSelect.tsx |     100 |      100 |     100 |     100 |                   
  EnumSelector.tsx |     100 |    96.42 |     100 |     100 | 58                
  MaxSizedBox.tsx  |   83.01 |    86.25 |   88.88 |   83.01 | ...12-513,618-619 
  MultiSelect.tsx  |   84.31 |    74.19 |     100 |   84.31 | ...37,193-195,205 
  ...tonSelect.tsx |     100 |      100 |     100 |     100 |                   
  ...eSelector.tsx |     100 |       60 |     100 |     100 | 40-45             
  TextInput.tsx    |   77.01 |    48.78 |      80 |   77.01 | ...08-212,224-230 
  ...apsedTime.tsx |     100 |      100 |     100 |     100 |                   
  ...Indicator.tsx |     100 |      100 |     100 |     100 |                   
  text-buffer.ts   |   83.68 |    78.55 |   97.61 |   83.68 | ...2270-2272,2368 
  ...er-actions.ts |   86.71 |    67.79 |     100 |   86.71 | ...07-608,809-811 
 ...ents/subagents |   30.87 |        0 |       0 |   30.87 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-11              
  reducers.tsx     |    12.1 |      100 |       0 |    12.1 | 33-190            
  types.ts         |     100 |      100 |     100 |     100 |                   
  utils.ts         |   10.95 |      100 |       0 |   10.95 | ...1,56-57,60-102 
 ...bagents/create |    9.13 |      100 |       0 |    9.13 |                   
  ...ionWizard.tsx |    7.28 |      100 |       0 |    7.28 | 34-299            
  ...rSelector.tsx |   14.75 |      100 |       0 |   14.75 | 26-85             
  ...onSummary.tsx |    4.26 |      100 |       0 |    4.26 | 27-331            
  ...tionInput.tsx |    8.63 |      100 |       0 |    8.63 | 23-177            
  ...dSelector.tsx |   33.33 |      100 |       0 |   33.33 | 20-21,26-27,36-63 
  ...nSelector.tsx |    37.5 |      100 |       0 |    37.5 | 20-21,26-27,36-58 
  ...EntryStep.tsx |   12.76 |      100 |       0 |   12.76 | 34-78             
  ToolSelector.tsx |    4.16 |      100 |       0 |    4.16 | 31-253            
 ...bagents/manage |   21.51 |    59.52 |   27.27 |   21.51 |                   
  ...ctionStep.tsx |   10.25 |      100 |       0 |   10.25 | 21-103            
  ...eleteStep.tsx |   20.93 |      100 |       0 |   20.93 | 23-62             
  ...tEditStep.tsx |   25.53 |      100 |       0 |   25.53 | ...2,37-38,51-124 
  ...ctionStep.tsx |   35.42 |    59.52 |     100 |   35.42 | ...20-432,437-439 
  ...iewerStep.tsx |   13.72 |      100 |       0 |   13.72 | 18-73             
  ...gerDialog.tsx |    6.74 |      100 |       0 |    6.74 | 35-341            
 ...mponents/views |   42.16 |    69.23 |   21.42 |   42.16 |                   
  ContextUsage.tsx |     4.7 |      100 |       0 |     4.7 | ...52-167,170-456 
  DoctorReport.tsx |     9.8 |      100 |       0 |     9.8 | 25-54,57-131      
  ...sionsList.tsx |   87.69 |    73.68 |     100 |   87.69 | 65-72             
  McpStatus.tsx    |   89.53 |    60.52 |     100 |   89.53 | ...72,175-177,262 
  SkillsList.tsx   |   27.27 |      100 |       0 |   27.27 | 18-35             
  ToolsList.tsx    |     100 |      100 |     100 |     100 |                   
 src/ui/contexts   |   77.34 |    78.06 |   80.35 |   77.34 |                   
  ...ewContext.tsx |    64.7 |    85.71 |      50 |    64.7 | ...22-225,231-241 
  AppContext.tsx   |      80 |       50 |     100 |      80 | 19-20             
  ...ewContext.tsx |   95.18 |    67.56 |      50 |   95.18 | ...94-195,222-226 
  ...deContext.tsx |     100 |      100 |     100 |     100 |                   
  ...igContext.tsx |   81.81 |       50 |     100 |   81.81 | 15-16             
  ...ssContext.tsx |   82.31 |    82.84 |     100 |   82.31 | ...1153,1159-1161 
  ...owContext.tsx |   89.28 |       80 |   66.66 |   89.28 | 34,47-48,60-62    
  ...deContext.tsx |     100 |      100 |      50 |     100 |                   
  ...onContext.tsx |   43.28 |     62.5 |    62.5 |   43.28 | ...56-259,263-266 
  ...gsContext.tsx |   83.33 |       50 |     100 |   83.33 | 17-18             
  ...usContext.tsx |     100 |      100 |     100 |     100 |                   
  ...ngContext.tsx |   71.42 |       50 |     100 |   71.42 | 17-20             
  ...utContext.tsx |   85.71 |      100 |   66.66 |   85.71 | 13-14             
  ...nsContext.tsx |   88.23 |       50 |     100 |   88.23 | 118-119           
  ...teContext.tsx |   86.66 |       50 |     100 |   86.66 | 194-195           
  ...deContext.tsx |   76.08 |    72.72 |     100 |   76.08 | 47-48,52-59,77-78 
 src/ui/daemon     |   90.76 |    73.73 |   95.45 |   90.76 |                   
  ...TuiAdapter.ts |   90.76 |    73.73 |   95.45 |   90.76 | ...53,771-772,858 
 src/ui/editors    |   93.33 |    85.71 |   66.66 |   93.33 |                   
  ...ngsManager.ts |   93.33 |    85.71 |   66.66 |   93.33 | 49,63-64          
 src/ui/hooks      |   82.13 |     82.2 |   86.36 |   82.13 |                   
  ...dProcessor.ts |   83.12 |    82.56 |     100 |   83.12 | ...88-389,408-435 
  keyToAnsi.ts     |    3.92 |      100 |       0 |    3.92 | 19-77             
  ...dProcessor.ts |    94.8 |    70.58 |     100 |    94.8 | ...76-277,282-283 
  ...dProcessor.ts |   75.75 |    63.01 |   61.53 |   75.75 | ...84,908,927-931 
  ...amingState.ts |   12.22 |      100 |       0 |   12.22 | 54-157            
  ...agerDialog.ts |   88.23 |      100 |     100 |   88.23 | 20,24             
  ...ationFrame.ts |      32 |       60 |     100 |      32 | 42-44,51-90       
  ...odeCommand.ts |   58.82 |      100 |     100 |   58.82 | 28,33-48          
  ...enaCommand.ts |      85 |      100 |     100 |      85 | 23-24,29          
  ...aInProcess.ts |   19.81 |    66.66 |      25 |   19.81 | 57-175            
  ...Completion.ts |   92.77 |    89.09 |     100 |   92.77 | ...86-187,220-223 
  ...ifications.ts |   92.07 |    96.29 |     100 |   92.07 | 116-124           
  ...tIndicator.ts |   83.49 |    70.96 |     100 |   83.49 | ...60,168,170-178 
  ...waySummary.ts |   96.22 |    69.69 |     100 |   96.22 | 125-127,169       
  ...ndTaskView.ts |   94.21 |    76.08 |     100 |   94.21 | 122-126,213,219   
  ...ketedPaste.ts |    23.8 |      100 |       0 |    23.8 | 19-37             
  ...nchCommand.ts |   94.36 |    74.35 |     100 |   94.36 | ...60,168-169,209 
  ...ompletion.tsx |   95.95 |    82.75 |     100 |   95.95 | ...22-223,225-226 
  ...dMigration.ts |   90.62 |       75 |     100 |   90.62 | 38-40             
  useCompletion.ts |    92.4 |     87.5 |     100 |    92.4 | 68-69,93-94,98-99 
  ...nitMessage.ts |     100 |      100 |     100 |     100 |                   
  ...extualTips.ts |   76.92 |       50 |     100 |   76.92 | 55,68,71-75,88-96 
  ...eteCommand.ts |   78.53 |    88.57 |     100 |   78.53 | ...96-104,112-113 
  ...ialogClose.ts |   13.33 |      100 |     100 |   13.33 | 82-173            
  useDiffData.ts   |   11.62 |      100 |       0 |   11.62 | 44-87             
  ...oublePress.ts |   53.12 |       75 |     100 |   53.12 | 33-35,41-54       
  ...orSettings.ts |     100 |      100 |     100 |     100 |                   
  ...Completion.ts |   99.12 |     97.7 |     100 |   99.12 | 182-183           
  ...ionUpdates.ts |   93.45 |     92.3 |     100 |   93.45 | ...83-287,300-306 
  ...agerDialog.ts |   88.88 |      100 |     100 |   88.88 | 21,25             
  ...backDialog.ts |   54.47 |       50 |   33.33 |   54.47 | ...69-171,193-194 
  useFocus.ts      |     100 |      100 |     100 |     100 |                   
  ...olderTrust.ts |     100 |      100 |     100 |     100 |                   
  ...ggestions.tsx |   89.15 |     62.5 |      50 |   89.15 | ...22-124,149-150 
  ...miniStream.ts |    77.7 |    74.93 |   91.66 |    77.7 | ...2497,2510-2518 
  ...BranchName.ts |    90.9 |     92.3 |     100 |    90.9 | 19-20,55-58       
  ...oryManager.ts |   93.15 |    93.75 |     100 |   93.15 | 44,107-110        
  ...ooksDialog.ts |    87.5 |      100 |     100 |    87.5 | 19,23             
  ...stListener.ts |     100 |      100 |     100 |     100 |                   
  ...nAuthError.ts |   76.19 |       50 |     100 |   76.19 | 39-40,43-45       
  ...putHistory.ts |   92.59 |    85.71 |     100 |   92.59 | 63-64,72,94-96    
  ...storyStore.ts |     100 |    94.11 |     100 |     100 | 69                
  useKeypress.ts   |     100 |      100 |     100 |     100 |                   
  ...rdProtocol.ts |   36.36 |      100 |       0 |   36.36 | 24-31             
  ...unchEditor.ts |    9.67 |      100 |       0 |    9.67 | 11-32,39-90       
  ...gIndicator.ts |     100 |      100 |     100 |     100 |                   
  useLogger.ts     |   21.05 |      100 |       0 |   21.05 | 15-37             
  useMCPHealth.ts  |   63.15 |       75 |      50 |   63.15 | 42-52,64-67       
  useMcpDialog.ts  |    87.5 |      100 |     100 |    87.5 | 19,23             
  ...moryDialog.ts |    87.5 |      100 |     100 |    87.5 | 19,23             
  ...oryMonitor.ts |     100 |      100 |     100 |     100 |                   
  ...ssageQueue.ts |     100 |      100 |     100 |     100 |                   
  ...delCommand.ts |     100 |       75 |     100 |     100 | 22                
  ...raseCycler.ts |   84.74 |    76.47 |     100 |   84.74 | ...49,52-53,69-71 
  ...derUpdates.ts |   86.49 |    77.96 |    90.9 |   86.49 | ...26,288-300,348 
  useQwenAuth.ts   |     100 |      100 |     100 |     100 |                   
  ...lScheduler.ts |    84.7 |    93.33 |     100 |    84.7 | ...71-276,372-382 
  ...oryCommand.ts |       0 |        0 |       0 |       0 | 1-7               
  ...umeCommand.ts |   97.08 |    83.33 |     100 |   97.08 | 103-104,133       
  ...ompletion.tsx |   90.59 |    83.33 |     100 |   90.59 | ...01,104,137-140 
  ...ectionList.ts |   96.98 |    95.69 |     100 |   96.98 | ...83-184,238-241 
  ...sionPicker.ts |   92.87 |    90.35 |     100 |   92.87 | ...99-501,503-505 
  ...earchInput.ts |     100 |      100 |     100 |     100 |                   
  ...ngsCommand.ts |   18.75 |      100 |       0 |   18.75 | 10-25             
  ...ellHistory.ts |   91.74 |    79.41 |     100 |   91.74 | ...74,122-123,133 
  ...oryCommand.ts |       0 |        0 |       0 |       0 | 1-73              
  ...Completion.ts |   82.67 |    85.41 |   94.73 |   82.67 | ...68-670,678-714 
  ...tateAndRef.ts |     100 |      100 |     100 |     100 |                   
  useStatusLine.ts |   96.09 |    90.37 |     100 |   96.09 | ...62-365,450-457 
  ...eateDialog.ts |   88.23 |      100 |     100 |   88.23 | 14,18             
  ...tification.ts |     100 |    85.71 |     100 |     100 | 47                
  ...alProgress.ts |   53.06 |       50 |   66.66 |   53.06 | ...53,61-68,79-85 
  ...rminalSize.ts |   76.19 |      100 |      50 |   76.19 | 21-25             
  ...emeCommand.ts |   67.01 |    29.41 |     100 |   67.01 | ...10-111,115-116 
  useTimer.ts      |   88.09 |    85.71 |     100 |   88.09 | 44-45,51-53       
  ...lMigration.ts |       0 |        0 |       0 |       0 |                   
  ...rustModify.ts |     100 |      100 |     100 |     100 |                   
  useTurnDiffs.ts  |   95.12 |    78.57 |     100 |   95.12 | 133-134,156-157   
  ...elcomeBack.ts |   87.36 |     90.9 |     100 |   87.36 | ...,94-96,114-115 
  ...reeSession.ts |   93.75 |       75 |     100 |   93.75 | 44-45,87          
  vim.ts           |   83.77 |    80.31 |     100 |   83.77 | ...55,759-767,776 
 src/ui/layouts    |   89.72 |     87.5 |     100 |   89.72 |                   
  ...AppLayout.tsx |   89.88 |     87.5 |     100 |   89.88 | 51-53,93-98       
  ...AppLayout.tsx |   89.47 |     87.5 |     100 |   89.47 | 58-63             
 src/ui/models     |   80.24 |    79.16 |   71.42 |   80.24 |                   
  ...ableModels.ts |   80.24 |    79.16 |   71.42 |   80.24 | ...,61-71,123-125 
 ...noninteractive |     100 |      100 |   14.28 |     100 |                   
  ...eractiveUi.ts |     100 |      100 |   14.28 |     100 |                   
 src/ui/state      |   94.91 |    81.81 |     100 |   94.91 |                   
  extensions.ts    |   94.91 |    81.81 |     100 |   94.91 | 68-69,88          
 src/ui/themes     |   98.53 |    70.58 |     100 |   98.53 |                   
  ansi-light.ts    |     100 |      100 |     100 |     100 |                   
  ansi.ts          |     100 |      100 |     100 |     100 |                   
  atom-one-dark.ts |     100 |      100 |     100 |     100 |                   
  ayu-light.ts     |     100 |      100 |     100 |     100 |                   
  ayu.ts           |     100 |      100 |     100 |     100 |                   
  color-utils.ts   |     100 |      100 |     100 |     100 |                   
  default-light.ts |     100 |      100 |     100 |     100 |                   
  default.ts       |     100 |      100 |     100 |     100 |                   
  ...inal-theme.ts |   88.59 |    85.96 |     100 |   88.59 | ...57-261,266-270 
  dracula.ts       |     100 |      100 |     100 |     100 |                   
  github-dark.ts   |     100 |      100 |     100 |     100 |                   
  github-light.ts  |     100 |      100 |     100 |     100 |                   
  googlecode.ts    |     100 |      100 |     100 |     100 |                   
  no-color.ts      |     100 |      100 |     100 |     100 |                   
  qwen-dark.ts     |     100 |      100 |     100 |     100 |                   
  qwen-light.ts    |     100 |      100 |     100 |     100 |                   
  ...tic-tokens.ts |     100 |      100 |     100 |     100 |                   
  ...-of-purple.ts |     100 |      100 |     100 |     100 |                   
  theme-manager.ts |   87.98 |    82.89 |     100 |   87.98 | ...48-357,362-363 
  theme.ts         |     100 |    38.02 |     100 |     100 | ...34-449,457-461 
  xcode.ts         |     100 |      100 |     100 |     100 |                   
 src/ui/utils      |   83.98 |    82.97 |   92.61 |   83.98 |                   
  ...Colorizer.tsx |   79.53 |    83.78 |     100 |   79.53 | ...51-152,249-275 
  ...nRenderer.tsx |   68.83 |    70.14 |      50 |   68.83 | ...52-254,274-293 
  ...wnDisplay.tsx |   86.01 |    87.41 |     100 |   86.01 | ...87,704,729-754 
  ...idDiagram.tsx |   87.79 |    95.34 |     100 |   87.79 | 156-179           
  ...eRenderer.tsx |   92.08 |    80.45 |      95 |   92.08 | ...76-679,723-728 
  ...dWorkUtils.ts |     100 |      100 |     100 |     100 |                   
  ...boardUtils.ts |   59.61 |    58.82 |     100 |   59.61 | ...,86-88,107-149 
  commandUtils.ts  |    95.9 |    88.42 |     100 |    95.9 | ...62,164-165,289 
  computeStats.ts  |     100 |      100 |     100 |     100 |                   
  customBanner.ts  |   90.68 |    91.22 |     100 |   90.68 | ...13,324-327,334 
  displayUtils.ts  |   88.37 |    72.22 |     100 |   88.37 | 23,25,29,31,33    
  formatters.ts    |   95.23 |    98.27 |     100 |   95.23 | 117-120           
  gradientUtils.ts |     100 |      100 |     100 |     100 |                   
  highlight.ts     |     100 |      100 |     100 |     100 |                   
  ...oryMapping.ts |     100 |    94.28 |     100 |     100 | 35,57             
  historyUtils.ts  |   94.11 |       94 |     100 |   94.11 | 94-97             
  isNarrowWidth.ts |     100 |      100 |     100 |     100 |                   
  ...olDetector.ts |    8.23 |      100 |       0 |    8.23 | ...31-132,135-136 
  latexRenderer.ts |   94.95 |     73.8 |     100 |   94.95 | ...76-178,184-187 
  layoutUtils.ts   |     100 |      100 |     100 |     100 |                   
  ...ightLoader.ts |     100 |    89.47 |     100 |     100 | 81,110            
  ...nUtilities.ts |   69.84 |    85.71 |     100 |   69.84 | 75-91,100-101     
  ...ToolGroups.ts |   98.66 |    96.77 |     100 |   98.66 | 48-49             
  ...geRenderer.ts |   86.23 |    69.06 |   95.12 |   86.23 | ...1284,1324-1330 
  ...alRenderer.ts |   86.69 |     71.9 |     100 |   86.69 | ...1476,1513-1519 
  ...lsBySource.ts |     100 |    95.23 |     100 |     100 | 84                
  osc8.ts          |   94.71 |    87.41 |     100 |   94.71 | ...43,428,432-433 
  ...mConstants.ts |     100 |      100 |     100 |     100 |                   
  restoreGoal.ts   |   98.98 |    97.05 |     100 |   98.98 | 98                
  ...storyUtils.ts |   61.89 |    69.87 |      90 |   61.89 | ...76,424,429-451 
  ...ickerUtils.ts |     100 |      100 |     100 |     100 |                   
  ...izedOutput.ts |   94.94 |      100 |   88.88 |   94.94 | 112-117           
  ...wOptimizer.ts |     100 |    96.77 |     100 |     100 | 69                
  terminalSetup.ts |    4.37 |      100 |       0 |    4.37 | 44-393            
  textUtils.ts     |   97.61 |    94.84 |   92.85 |   97.61 | ...50-251,386-387 
  todoSnapshot.ts  |   89.11 |    93.33 |     100 |   89.11 | ...,66-78,180-181 
  updateCheck.ts   |     100 |    80.95 |     100 |     100 | 30-42             
 ...i/utils/export |   56.77 |     40.8 |   79.41 |   56.77 |                   
  collect.ts       |   55.92 |    50.58 |   86.36 |   55.92 | ...25-640,642-647 
  index.ts         |     100 |      100 |     100 |     100 |                   
  normalize.ts     |   57.47 |    20.51 |      80 |   57.47 | ...09-310,324-359 
  types.ts         |       0 |        0 |       0 |       0 | 1                 
  utils.ts         |      40 |      100 |       0 |      40 | 11-13             
 ...ort/formatters |    3.38 |      100 |       0 |    3.38 |                   
  html.ts          |    9.61 |      100 |       0 |    9.61 | ...28,34-76,82-84 
  json.ts          |      50 |      100 |       0 |      50 | 14-15             
  jsonl.ts         |     3.5 |      100 |       0 |     3.5 | 14-76             
  markdown.ts      |    0.94 |      100 |       0 |    0.94 | 13-295            
 src/utils         |   76.49 |    89.66 |   94.02 |   76.49 |                   
  acpModelUtils.ts |     100 |      100 |     100 |     100 |                   
  apiPreconnect.ts |   96.72 |    97.14 |     100 |   96.72 | 165-168           
  checks.ts        |   33.33 |      100 |       0 |   33.33 | 23-28             
  cleanup.ts       |   84.12 |    93.33 |      80 |   84.12 | 75,106-115        
  commands.ts      |     100 |      100 |     100 |     100 |                   
  commentJson.ts   |   87.17 |     90.9 |     100 |   87.17 | 64-73             
  ...Calculator.ts |     100 |      100 |     100 |     100 |                   
  deepMerge.ts     |     100 |       90 |     100 |     100 | 41-43,49          
  ...ScopeUtils.ts |   97.56 |    88.88 |     100 |   97.56 | 67                
  doctorChecks.ts  |   70.98 |       75 |     100 |   70.98 | ...95-301,325-341 
  ...putCapture.ts |   90.65 |    86.17 |     100 |   90.65 | ...72,370,372-373 
  ...arResolver.ts |   94.28 |       88 |     100 |   94.28 | 28-29,125-126     
  errors.ts        |   98.67 |    96.36 |     100 |   98.67 | 67-68             
  events.ts        |     100 |      100 |     100 |     100 |                   
  gitUtils.ts      |   91.91 |    84.61 |     100 |   91.91 | 78-81,124-127     
  ...AutoUpdate.ts |   90.76 |    93.33 |   88.88 |   90.76 | 103-114           
  ...lationInfo.ts |     100 |      100 |     100 |     100 |                   
  languageUtils.ts |   97.89 |    96.42 |     100 |   97.89 | 132-133           
  math.ts          |       0 |        0 |       0 |       0 | 1-15              
  ...iagnostics.ts |   94.57 |    83.01 |   88.88 |   94.57 | ...05,311,315-317 
  ...onfigUtils.ts |     100 |      100 |     100 |     100 |                   
  ...iveHelpers.ts |   96.79 |    93.28 |     100 |   96.79 | ...76-477,575,588 
  osc.ts           |    97.5 |      100 |   88.88 |    97.5 | 195-196           
  package.ts       |   88.88 |       80 |     100 |   88.88 | 33-34             
  processUtils.ts  |     100 |      100 |     100 |     100 |                   
  readStdin.ts     |   79.62 |       90 |      80 |   79.62 | 33-40,52-54       
  relaunch.ts      |   98.07 |    76.92 |     100 |   98.07 | 70                
  resolvePath.ts   |   66.66 |       25 |     100 |   66.66 | 12-13,16,18-19    
  sandbox.ts       |       0 |        0 |       0 |       0 | 1-1047            
  sessionPaths.ts  |   90.84 |    90.56 |     100 |   90.84 | ...81-182,185-186 
  settingsUtils.ts |   82.51 |    91.66 |   89.74 |   82.51 | ...76-694,701-709 
  spawnWrapper.ts  |     100 |      100 |     100 |     100 |                   
  ...upProfiler.ts |   98.46 |    94.52 |     100 |   98.46 | 130-131,305       
  ...upWarnings.ts |     100 |      100 |     100 |     100 |                   
  stdioHelpers.ts  |     100 |       60 |     100 |     100 | 23,32             
  systemInfo.ts    |   95.12 |    89.06 |     100 |   95.12 | ...43-244,249-253 
  ...InfoFields.ts |    87.5 |       65 |     100 |    87.5 | ...24-125,146-147 
  ...iffPreview.ts |   94.11 |    83.33 |     100 |   94.11 | 13                
  ...entEmitter.ts |     100 |      100 |     100 |     100 |                   
  ...upWarnings.ts |   91.17 |    82.35 |     100 |   91.17 | 67-68,73-74,77-78 
  version.ts       |     100 |       50 |     100 |     100 | 11                
  windowTitle.ts   |     100 |      100 |     100 |     100 |                   
  ...WithBackup.ts |   63.15 |    81.25 |     100 |   63.15 | 93,118-157        
-------------------|---------|----------|---------|---------|-------------------
Core Package - Full Text Report
-------------------|---------|----------|---------|---------|-------------------
File               | % Stmts | % Branch | % Funcs | % Lines | Uncovered Line #s 
-------------------|---------|----------|---------|---------|-------------------
All files          |   79.73 |    82.64 |    82.2 |   79.73 |                   
 src               |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
 src/__mocks__/fs  |       0 |        0 |       0 |       0 |                   
  promises.ts      |       0 |        0 |       0 |       0 | 1-48              
 src/agents        |   87.58 |    78.93 |   91.76 |   87.58 |                   
  ...transcript.ts |   92.25 |    85.71 |     100 |   92.25 | ...87,306-307,438 
  ...ent-resume.ts |   82.53 |    71.28 |   77.41 |   82.53 | ...1045-1049,1052 
  ...ound-tasks.ts |    95.4 |    86.48 |     100 |    95.4 | ...55-756,827-828 
  index.ts         |     100 |      100 |     100 |     100 |                   
 src/agents/arena  |   76.54 |    66.87 |   78.72 |   76.54 |                   
  ...gentClient.ts |   79.47 |    88.88 |   81.81 |   79.47 | ...68-183,189-204 
  ArenaManager.ts  |   75.37 |    63.37 |   78.26 |   75.37 | ...1860,1866-1867 
  arena-events.ts  |   64.44 |      100 |      50 |   64.44 | ...71-175,178-183 
  diff-summary.ts  |    87.5 |    72.34 |     100 |    87.5 | ...32-133,137-138 
  index.ts         |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...gents/backends |   76.29 |    86.15 |   73.04 |   76.29 |                   
  ITermBackend.ts  |   97.97 |    93.93 |     100 |   97.97 | ...78-180,255,307 
  ...essBackend.ts |   91.25 |    90.62 |   86.66 |   91.25 | ...94,249-269,328 
  TmuxBackend.ts   |    90.7 |    76.55 |   97.36 |    90.7 | ...87,697,743-747 
  detect.ts        |   31.25 |      100 |       0 |   31.25 | 34-88             
  index.ts         |     100 |      100 |     100 |     100 |                   
  iterm-it2.ts     |     100 |     92.1 |     100 |     100 | 37-38,106         
  tmux-commands.ts |    6.64 |      100 |    3.03 |    6.64 | ...93-363,386-503 
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...agents/runtime |   81.15 |     76.7 |   71.42 |   81.15 |                   
  agent-context.ts |     100 |      100 |     100 |     100 |                   
  agent-core.ts    |   76.51 |    72.35 |   60.86 |   76.51 | ...1609,1636-1683 
  agent-events.ts  |     100 |      100 |     100 |     100 |                   
  ...t-headless.ts |   81.19 |    71.73 |   60.86 |   81.19 | ...98-399,402-403 
  ...nteractive.ts |   79.71 |    79.62 |      75 |   79.71 | ...54,456,458,461 
  ...statistics.ts |   98.19 |    82.35 |     100 |   98.19 | 127,151,192,225   
  agent-types.ts   |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
 src/agents/tasks  |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/config        |   78.38 |    81.98 |   65.78 |   78.38 |                   
  config.ts        |   76.21 |    80.77 |   61.16 |   76.21 | ...3730,3741-3753 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  models.ts        |     100 |      100 |     100 |     100 |                   
  storage.ts       |   95.01 |     90.9 |   90.47 |   95.01 | ...71-372,375-376 
 ...nfirmation-bus |   98.29 |    97.14 |     100 |   98.29 |                   
  message-bus.ts   |   98.14 |    97.05 |     100 |   98.14 | 42-43             
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/core          |   86.11 |    81.92 |   90.51 |   86.11 |                   
  baseLlmClient.ts |   87.24 |    76.47 |    87.5 |   87.24 | ...82,484-494,503 
  client.ts        |   87.82 |    80.63 |   88.09 |   87.82 | ...1982,2021-2024 
  ...tGenerator.ts |    72.1 |    61.11 |     100 |    72.1 | ...63,365,372-375 
  ...lScheduler.ts |   80.28 |     80.7 |   93.47 |   80.28 | ...2568,2620-2624 
  geminiChat.ts    |   89.15 |    82.14 |    92.3 |   89.15 | ...1442,1509-1510 
  geminiRequest.ts |     100 |      100 |     100 |     100 |                   
  ...htProtocol.ts |    9.09 |      100 |       0 |    9.09 | 34-42,45-49,52-87 
  logger.ts        |   87.33 |    87.02 |     100 |   87.33 | ...61-565,611-625 
  ...tyDefaults.ts |     100 |      100 |     100 |     100 |                   
  ...olExecutor.ts |   92.59 |       75 |      50 |   92.59 | 41-42             
  ...on-helpers.ts |   86.48 |    72.22 |     100 |   86.48 | ...97-198,212-221 
  ...issionFlow.ts |   98.59 |    94.73 |     100 |   98.59 | 93                
  prompts.ts       |   89.24 |    86.41 |   76.92 |   89.24 | ...-972,1175-1176 
  tokenLimits.ts   |     100 |    89.47 |     100 |     100 | 51-52             
  ...okTriggers.ts |   99.31 |    90.41 |     100 |   99.31 | 124,135           
  turn.ts          |   96.44 |    88.88 |     100 |   96.44 | ...08,421-422,470 
 ...ntentGenerator |   94.93 |    82.59 |   93.87 |   94.93 |                   
  ...tGenerator.ts |   96.49 |    84.28 |   92.59 |   96.49 | ...04,922-926,966 
  converter.ts     |   94.51 |    80.72 |     100 |   94.51 | ...06-607,617,823 
  index.ts         |       0 |        0 |       0 |       0 | 1-21              
  usage.ts         |     100 |      100 |     100 |     100 |                   
 ...ntentGenerator |   91.53 |    71.64 |   93.33 |   91.53 |                   
  ...tGenerator.ts |      90 |    70.96 |   92.85 |      90 | ...80-286,304-305 
  index.ts         |     100 |       80 |     100 |     100 | 50                
 ...ntentGenerator |   93.41 |    80.28 |   90.32 |   93.41 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...tGenerator.ts |    93.4 |    80.28 |   90.32 |    93.4 | ...10,920-921,949 
 ...ntentGenerator |   81.68 |    84.08 |    90.9 |   81.68 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  converter.ts     |   76.88 |    82.25 |    87.5 |   76.88 | ...1589,1610-1616 
  errorHandler.ts  |     100 |      100 |     100 |     100 |                   
  index.ts         |   52.38 |    44.44 |      50 |   52.38 | ...77,81-85,89-93 
  ...tGenerator.ts |    66.4 |    70.58 |   88.88 |    66.4 | ...51-157,168-169 
  pipeline.ts      |   93.71 |     84.9 |     100 |   93.71 | ...81-482,490,556 
  ...ureContext.ts |     100 |      100 |     100 |     100 |                   
  ...ingOptions.ts |       0 |        0 |       0 |       0 | 1                 
  ...CallParser.ts |   90.66 |    88.57 |     100 |   90.66 | ...15-319,349-350 
  ...kingParser.ts |     100 |    96.87 |     100 |     100 | 42                
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 ...rator/provider |   96.83 |    89.55 |   95.65 |   96.83 |                   
  dashscope.ts     |   97.29 |    89.77 |   93.33 |   97.29 | ...81-282,358-359 
  deepseek.ts      |   95.55 |    90.56 |     100 |   95.55 | ...31-132,145-146 
  default.ts       |   95.79 |    89.65 |   88.88 |   95.79 | 122-123,193-195   
  index.ts         |     100 |      100 |     100 |     100 |                   
  minimax.ts       |     100 |      100 |     100 |     100 |                   
  mistral.ts       |   96.07 |    73.33 |     100 |   96.07 | 32-33             
  modelscope.ts    |     100 |      100 |     100 |     100 |                   
  openrouter.ts    |     100 |      100 |     100 |     100 |                   
  types.ts         |       0 |        0 |       0 |       0 |                   
 src/extension     |   61.02 |     79.5 |    79.2 |   61.02 |                   
  ...-converter.ts |    65.2 |    49.58 |     100 |    65.2 | ...90-791,800-832 
  ...ionManager.ts |   47.04 |    82.06 |    65.9 |   47.04 | ...1398,1408-1427 
  ...onSettings.ts |   93.46 |    93.05 |     100 |   93.46 | ...17-221,228-232 
  ...-converter.ts |   54.88 |    94.44 |      60 |   54.88 | ...35-146,158-192 
  github.ts        |   44.94 |    88.52 |      60 |   44.94 | ...53-359,398-451 
  index.ts         |     100 |      100 |     100 |     100 |                   
  marketplace.ts   |   97.29 |    93.75 |     100 |   97.29 | ...64,184-185,274 
  npm.ts           |   48.66 |    76.08 |      75 |   48.66 | ...18-420,427-431 
  override.ts      |   94.11 |    88.88 |     100 |   94.11 | 63-64,81-82       
  settings.ts      |   66.26 |      100 |      50 |   66.26 | 81-108,143-149    
  storage.ts       |     100 |      100 |     100 |     100 |                   
  ...ableSchema.ts |     100 |      100 |     100 |     100 |                   
  variables.ts     |   88.75 |    83.33 |     100 |   88.75 | ...28-231,234-237 
 src/followup      |   55.57 |    84.14 |   81.25 |   55.57 |                   
  followupState.ts |      96 |    89.74 |     100 |      96 | 159-161,218-219   
  index.ts         |     100 |      100 |     100 |     100 |                   
  overlayFs.ts     |   95.06 |       84 |     100 |   95.06 | 78,108,122,133    
  speculation.ts   |   13.02 |      100 |   16.66 |   13.02 | 89-464,524-575    
  ...onToolGate.ts |     100 |    96.42 |     100 |     100 | 94                
  ...nGenerator.ts |    71.6 |    72.13 |   83.33 |    71.6 | ...88-246,316-318 
 src/generated     |       0 |        0 |       0 |       0 |                   
  git-commit.ts    |       0 |        0 |       0 |       0 | 1-10              
 src/goals         |   89.57 |    83.45 |   94.44 |   89.57 |                   
  ...eGoalStore.ts |    85.1 |    95.45 |   84.61 |    85.1 | ...63-166,174-182 
  goalHook.ts      |   97.26 |    91.48 |     100 |   97.26 | 100-105           
  goalJudge.ts     |   84.33 |    74.28 |     100 |   84.33 | ...57-358,366-368 
  index.ts         |     100 |      100 |     100 |     100 |                   
 src/hooks         |   83.48 |    84.87 |   86.83 |   83.48 |                   
  ...okRegistry.ts |   86.48 |    77.08 |     100 |   86.48 | ...41-344,362-369 
  ...bortSignal.ts |     100 |      100 |     100 |     100 |                   
  ...terpolator.ts |   96.66 |    93.33 |     100 |   96.66 | 66-67             
  ...HookRunner.ts |   96.68 |    87.23 |     100 |   96.68 | 110-112,231-233   
  ...Aggregator.ts |    96.4 |    90.78 |     100 |    96.4 | ...91,293-294,367 
  ...entHandler.ts |   94.56 |    83.78 |   93.33 |   94.56 | ...38,795-796,806 
  hookPlanner.ts   |   84.13 |    76.59 |      90 |   84.13 | ...38,144,162-173 
  hookRegistry.ts  |   90.17 |    83.33 |     100 |   90.17 | ...33,352,356,360 
  hookRunner.ts    |   58.56 |    71.26 |   66.66 |   58.56 | ...48-749,758-759 
  hookSystem.ts    |   84.57 |      100 |   65.85 |   84.57 | ...21-622,628-629 
  ...HookRunner.ts |   75.51 |     61.9 |      80 |   75.51 | ...05-406,424-425 
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...HookRunner.ts |   93.63 |    89.47 |      90 |   93.63 | ...45-353,427-428 
  ...SkillHooks.ts |   78.75 |       75 |   66.66 |   78.75 | 62-66,137-152     
  ...oksManager.ts |   96.66 |    91.66 |     100 |   96.66 | ...90,209-210,223 
  ssrfGuard.ts     |   77.22 |    85.36 |     100 |   77.22 | ...57,261-267,273 
  stopHookCap.ts   |     100 |      100 |     100 |     100 |                   
  trustedHooks.ts  |       0 |        0 |       0 |       0 | 1-124             
  types.ts         |   91.21 |    92.04 |   85.71 |   91.21 | ...40-441,501-505 
  urlValidator.ts  |     100 |      100 |     100 |     100 |                   
 src/ide           |   74.28 |    83.39 |   78.33 |   74.28 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  detect-ide.ts    |     100 |      100 |     100 |     100 |                   
  ide-client.ts    |    64.2 |    81.48 |   66.66 |    64.2 | ...9-970,999-1007 
  ide-installer.ts |   89.06 |    79.31 |     100 |   89.06 | ...36,143-147,160 
  ideContext.ts    |     100 |      100 |     100 |     100 |                   
  process-utils.ts |   84.84 |    71.79 |     100 |   84.84 | ...37,151,193-194 
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/lsp           |   41.24 |    52.14 |   51.42 |   41.24 |                   
  ...nfigLoader.ts |   70.27 |    35.89 |   94.73 |   70.27 | ...20-422,426-432 
  ...ionFactory.ts |   42.69 |    79.16 |      50 |   42.69 | ...62-413,419-436 
  ...Normalizer.ts |   23.09 |    13.72 |   30.43 |   23.09 | ...04-905,909-924 
  ...verManager.ts |   25.31 |    62.06 |   41.66 |   25.31 | ...85-704,710-740 
  ...eLspClient.ts |   32.77 |       80 |   17.64 |   32.77 | ...84-288,294-295 
  ...LspService.ts |   48.49 |    67.16 |   65.71 |   48.49 | ...1352,1369-1379 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/mcp           |   78.69 |    75.34 |   75.92 |   78.69 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  ...h-provider.ts |   86.95 |      100 |   33.33 |   86.95 | ...,93,97,101-102 
  ...h-provider.ts |   73.82 |    53.92 |     100 |   73.82 | ...88-895,902-904 
  ...en-storage.ts |   98.62 |    97.72 |     100 |   98.62 | 87-88             
  oauth-utils.ts   |   70.58 |    85.29 |    90.9 |   70.58 | ...70-290,315-344 
  ...n-provider.ts |   89.83 |    95.83 |   45.45 |   89.83 | ...43,147,151-152 
 .../token-storage |   79.52 |    86.66 |   86.36 |   79.52 |                   
  ...en-storage.ts |     100 |      100 |     100 |     100 |                   
  ...en-storage.ts |   82.87 |    82.35 |   92.85 |   82.87 | ...63-173,181-182 
  ...en-storage.ts |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...en-storage.ts |   68.14 |    82.35 |   64.28 |   68.14 | ...81-295,298-314 
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/memory        |      68 |    76.27 |   66.66 |      68 |                   
  const.ts         |     100 |      100 |     100 |     100 |                   
  dream.ts         |   65.65 |    73.33 |      50 |   65.65 | 50,107-148        
  ...entPlanner.ts |   57.84 |    72.72 |   33.33 |   57.84 | ...35,140-147,152 
  entries.ts       |   63.77 |    79.16 |      50 |   63.77 | ...72-180,183-189 
  extract.ts       |    95.2 |    79.16 |     100 |    95.2 | 81-86,125         
  ...entPlanner.ts |   63.08 |    65.71 |   41.17 |   63.08 | ...17,222-223,332 
  ...ionPlanner.ts |       0 |        0 |       0 |       0 | 1                 
  forget.ts        |    45.8 |    61.53 |   44.44 |    45.8 | ...04,211,214-346 
  indexer.ts       |   83.87 |    45.45 |     100 |   83.87 | ...50,56-57,69-70 
  manager.ts       |   75.31 |    81.04 |    75.6 |   75.31 | ...1278,1291-1293 
  memoryAge.ts     |   90.47 |    77.77 |     100 |   90.47 | 50-51             
  paths.ts         |   55.47 |    89.47 |   85.71 |   55.47 | ...,89-90,106-114 
  prompt.ts        |   93.36 |    71.42 |     100 |   93.36 | ...58,161,228-229 
  recall.ts        |   77.54 |    69.38 |   88.88 |   77.54 | ...53-258,282-293 
  ...ceSelector.ts |   91.86 |    77.27 |     100 |   91.86 | ...15,117-118,126 
  scan.ts          |   87.91 |    68.42 |     100 |   87.91 | ...47-48,58,82-87 
  ...entPlanner.ts |    11.5 |      100 |       0 |    11.5 | ...57-192,210-298 
  status.ts        |   10.52 |      100 |       0 |   10.52 | 41-98             
  store.ts         |   94.44 |    83.33 |     100 |   94.44 | 56-57,92-93       
  types.ts         |     100 |      100 |     100 |     100 |                   
  ...ontextFile.ts |   79.38 |    78.33 |   81.81 |   79.38 | ...58-272,286-291 
 src/mocks         |       0 |        0 |       0 |       0 |                   
  msw.ts           |       0 |        0 |       0 |       0 | 1-9               
 src/models        |   89.35 |    85.67 |    87.5 |   89.35 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  ...tor-config.ts |   90.24 |    91.42 |     100 |   90.24 | 142,148,151-160   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...nfigErrors.ts |   74.22 |       44 |   84.61 |   74.22 | ...,67-74,106-117 
  ...igResolver.ts |   98.66 |    92.85 |     100 |   98.66 | 162,324,330       
  modelRegistry.ts |     100 |    98.59 |     100 |     100 | 222               
  modelsConfig.ts  |   84.57 |    82.14 |   81.57 |   84.57 | ...1223,1252-1253 
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/output        |     100 |      100 |     100 |     100 |                   
  ...-formatter.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/permissions   |   74.36 |    88.55 |   57.55 |   74.36 |                   
  autoMode.ts      |   61.59 |    93.54 |   83.33 |   61.59 | ...00-238,340-356 
  ...transcript.ts |      98 |       84 |     100 |      98 | 200-201           
  classifier.ts    |   92.89 |     87.5 |     100 |   92.89 | 146-153,333-337   
  ...erousRules.ts |     100 |    83.87 |     100 |     100 | 101,113,137-143   
  ...alTracking.ts |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...on-manager.ts |    78.3 |    85.24 |   82.14 |    78.3 | ...-917,1023-1027 
  rule-parser.ts   |   96.06 |    93.22 |     100 |   96.06 | ...-875,1024-1026 
  ...-semantics.ts |   58.28 |    85.27 |    30.2 |   58.28 | ...1604-1614,1643 
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...sifier-prompts |   98.18 |       90 |     100 |   98.18 |                   
  system-prompt.ts |   98.18 |       90 |     100 |   98.18 | 150               
 src/prompts       |   83.63 |      100 |    87.5 |   83.63 |                   
  mcp-prompts.ts   |   18.18 |      100 |       0 |   18.18 | 11-19             
  ...t-registry.ts |     100 |      100 |     100 |     100 |                   
 src/providers     |   77.46 |    70.94 |   60.71 |   77.46 |                   
  all-providers.ts |      68 |      100 |       0 |      68 | 68-69,73-79,83-89 
  index.ts         |     100 |      100 |     100 |     100 |                   
  install.ts       |   98.87 |    87.27 |     100 |   98.87 | 268-269           
  ...der-config.ts |   66.11 |    55.93 |   63.15 |   66.11 | ...08-409,416-425 
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 ...viders/presets |   97.12 |    86.36 |      50 |   97.12 |                   
  ...oding-plan.ts |   87.17 |      100 |       0 |   87.17 | 81-83,86-88,90-93 
  ...a-standard.ts |     100 |      100 |     100 |     100 |                   
  ...token-plan.ts |     100 |      100 |     100 |     100 |                   
  ...m-provider.ts |   97.01 |    81.25 |      75 |   97.01 | 120-121           
  deepseek.ts      |     100 |      100 |     100 |     100 |                   
  idealab.ts       |     100 |      100 |     100 |     100 |                   
  minimax.ts       |     100 |      100 |     100 |     100 |                   
  modelscope.ts    |     100 |      100 |     100 |     100 |                   
  openrouter.ts    |     100 |      100 |     100 |     100 |                   
  zai.ts           |     100 |      100 |     100 |     100 |                   
 src/qwen          |   83.87 |    77.46 |   95.83 |   83.87 |                   
  ...tGenerator.ts |   98.64 |    98.18 |     100 |   98.64 | 105-106           
  qwenOAuth2.ts    |   80.85 |    70.74 |   90.32 |   80.85 | ...1169-1185,1215 
  ...kenManager.ts |   83.76 |    76.22 |     100 |   83.76 | ...62-767,788-793 
 src/services      |   85.36 |    83.29 |    91.3 |   85.36 |                   
  ...ionTrailer.ts |     100 |      100 |     100 |     100 |                   
  ...llRegistry.ts |   98.44 |    91.83 |     100 |   98.44 | 268-269           
  ...ionService.ts |   95.54 |    96.29 |     100 |   95.54 | ...19,387,389-393 
  ...ingService.ts |   83.88 |    83.33 |   83.33 |   83.88 | ...1266,1283-1284 
  ...ttribution.ts |   91.73 |    87.71 |      90 |   91.73 | ...80-685,826-827 
  ...utSlimming.ts |     100 |    96.77 |     100 |     100 | 133,182           
  cronScheduler.ts |   97.56 |    92.98 |     100 |   97.56 | 62-63,77,155      
  ...eryService.ts |   80.43 |    95.45 |      75 |   80.43 | ...19-134,140-141 
  ...oryService.ts |   86.18 |    76.76 |   91.17 |   86.18 | ...1150,1191-1194 
  fileReadCache.ts |     100 |      100 |     100 |     100 |                   
  ...temService.ts |   91.27 |    82.69 |    90.9 |   91.27 | ...94,196,294-301 
  ...ratedFiles.ts |      96 |    88.23 |     100 |      96 | 119-120,146-147   
  gitInit.ts       |     100 |      100 |     100 |     100 |                   
  gitService.ts    |   68.75 |     92.3 |   55.55 |   68.75 | ...12-122,125-129 
  ...reeService.ts |   73.83 |    69.31 |    97.5 |   73.83 | ...1460,1488-1489 
  ...ionService.ts |   98.13 |     97.8 |   95.45 |   98.13 | ...32-333,380-381 
  ...orRegistry.ts |   96.54 |    91.73 |     100 |   96.54 | ...70-471,622-623 
  sessionRecap.ts  |   12.65 |      100 |       0 |   12.65 | 44-150            
  ...ionService.ts |   90.47 |     79.2 |   96.87 |   90.47 | ...1324,1328-1329 
  sessionTitle.ts  |   93.87 |    71.15 |     100 |   93.87 | ...33-236,267-268 
  ...ionService.ts |   81.07 |    77.92 |   89.28 |   81.07 | ...1923,1929-1934 
  ...UseSummary.ts |   94.63 |    88.46 |     100 |   94.63 | ...62-164,214-215 
  ...reeCleanup.ts |   14.56 |      100 |   33.33 |   14.56 | 58-185            
  ...ionService.ts |   84.21 |    79.41 |     100 |   84.21 | ...22-223,239-240 
 ...icrocompaction |   98.05 |     91.8 |     100 |   98.05 |                   
  microcompact.ts  |   98.05 |     91.8 |     100 |   98.05 | ...19,289,293,391 
 src/skills        |    87.5 |    83.86 |   94.23 |    87.5 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...activation.ts |     100 |     93.1 |     100 |     100 | 93,112            
  skill-load.ts    |   92.94 |    81.63 |     100 |   92.94 | ...06,226,238-240 
  skill-manager.ts |   83.31 |    79.66 |   90.32 |   83.31 | ...1120,1127-1131 
  skill-paths.ts   |   86.74 |    77.77 |     100 |   86.74 | ...00-101,106-107 
  symlinkScope.ts  |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/subagents     |   82.61 |    78.89 |   95.23 |   82.61 |                   
  ...tin-agents.ts |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...nt-manager.ts |   77.15 |    71.36 |    93.1 |   77.15 | ...1178,1200-1201 
  types.ts         |     100 |      100 |     100 |     100 |                   
  validation.ts    |   92.46 |    95.18 |     100 |   92.46 | 51-56,69-74,78-83 
 src/telemetry     |   74.72 |    86.01 |   78.85 |   74.72 |                   
  config.ts        |     100 |      100 |     100 |     100 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  ...attributes.ts |   98.13 |       88 |     100 |   98.13 | 185-187           
  ...-exporters.ts |   46.37 |      100 |   44.44 |   46.37 | ...85,88-89,92-93 
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...t.circular.ts |       0 |        0 |       0 |       0 | 1-111             
  ...-processor.ts |   93.93 |    90.21 |   94.11 |   93.93 | ...75-280,299-300 
  ...t.circular.ts |       0 |        0 |       0 |       0 | 1-128             
  loggers.ts       |    51.9 |       64 |   57.77 |    51.9 | ...1214,1231-1251 
  metrics.ts       |    74.9 |    82.95 |   74.54 |    74.9 | ...58-978,981-992 
  sanitize.ts      |      80 |    83.33 |     100 |      80 | 35-36,41-42       
  sdk.ts           |   90.45 |    83.56 |   76.92 |   90.45 | ...17-318,338-342 
  ...on-context.ts |     100 |      100 |     100 |     100 |                   
  ...on-tracing.ts |   92.24 |    88.77 |     100 |   92.24 | ...21-424,522-525 
  ...etry-utils.ts |     100 |      100 |     100 |     100 |                   
  ...l-decision.ts |     100 |      100 |     100 |     100 |                   
  ...e-id-utils.ts |     100 |      100 |     100 |     100 |                   
  tracer.ts        |   98.61 |    89.36 |     100 |   98.61 | 53,108            
  types.ts         |   79.17 |    85.83 |   83.33 |   79.17 | ...1149,1152-1181 
  uiTelemetry.ts   |   92.97 |    96.96 |   81.25 |   92.97 | ...93-194,200-207 
 ...ry/qwen-logger |   68.24 |    79.56 |   64.91 |   68.24 |                   
  event-types.ts   |       0 |        0 |       0 |       0 |                   
  qwen-logger.ts   |   68.24 |    79.34 |   64.28 |   68.24 | ...1055,1093-1094 
 src/test-utils    |   93.16 |    95.91 |   76.47 |   93.16 |                   
  config.ts        |     100 |      100 |     100 |     100 |                   
  ...st-helpers.ts |   94.11 |       90 |     100 |   94.11 | 69-70             
  index.ts         |     100 |      100 |     100 |     100 |                   
  mock-tool.ts     |   91.19 |    97.14 |   72.41 |   91.19 | ...38,202-203,216 
  ...aceContext.ts |     100 |      100 |     100 |     100 |                   
 src/tools         |   78.74 |     81.4 |   85.71 |   78.74 |                   
  ...erQuestion.ts |   88.93 |    76.74 |    90.9 |   88.93 | ...39-340,347-348 
  cron-create.ts   |   88.11 |    88.88 |    62.5 |   88.11 | ...,43-44,165-172 
  cron-delete.ts   |   96.82 |      100 |   83.33 |   96.82 | 26-27             
  cron-list.ts     |   96.66 |      100 |   83.33 |   96.66 | 25-26             
  diffOptions.ts   |     100 |      100 |     100 |     100 |                   
  edit.ts          |   81.02 |    84.07 |      75 |   81.02 | ...15-716,826-876 
  ...r-worktree.ts |   82.95 |    67.56 |    87.5 |   82.95 | ...82-185,276-277 
  exit-worktree.ts |   84.23 |    85.96 |   91.66 |   84.23 | ...92-293,298-312 
  exitPlanMode.ts  |   85.09 |    85.71 |     100 |   85.09 | ...60-163,177-189 
  glob.ts          |   90.63 |    88.33 |   84.61 |   90.63 | ...28,171,302,305 
  grep.ts          |   79.19 |    85.71 |   78.94 |   79.19 | ...20,560,569-576 
  ls.ts            |   96.74 |    90.27 |     100 |   96.74 | 176-181,212,216   
  lsp.ts           |   72.77 |    60.09 |   90.32 |   72.77 | ...1211,1213-1214 
  ...nt-manager.ts |   84.36 |    82.74 |   84.21 |   84.36 | ...2099-2103,2142 
  mcp-client.ts    |   33.18 |    77.65 |   66.66 |   33.18 | ...1490,1494-1497 
  mcp-tool.ts      |   90.98 |    88.88 |   96.42 |   90.98 | ...95-596,646-647 
  memory-config.ts |       0 |        0 |       0 |       0 | 1-47              
  ...iable-tool.ts |     100 |    84.61 |     100 |     100 | 102,109           
  monitor.ts       |   91.36 |    83.94 |   88.46 |   91.36 | ...61,574,770-775 
  notebook-edit.ts |   81.72 |       75 |   81.25 |   81.72 | ...54-870,916-917 
  ...nforcement.ts |   82.57 |       90 |     100 |   82.57 | 174-185,234-247   
  read-file.ts     |    95.4 |    90.32 |      90 |    95.4 | ...99,298-301,304 
  ripGrep.ts       |   94.59 |    85.71 |   93.33 |   94.59 | ...60,463,541-542 
  ...-transport.ts |    6.34 |      100 |       0 |    6.34 | 47-145            
  send-message.ts  |   84.68 |    91.66 |    62.5 |   84.68 | ...,82-90,167-170 
  shell.ts         |   73.05 |    79.66 |   91.42 |   73.05 | ...4216,4265-4271 
  skill-utils.ts   |     100 |      100 |     100 |     100 |                   
  skill.ts         |   88.35 |    91.42 |   86.66 |   88.35 | ...12,416,439-461 
  ...eticOutput.ts |   95.12 |      100 |      80 |   95.12 | 87-88             
  task-stop.ts     |   93.14 |    96.15 |   85.71 |   93.14 | 39-40,54-64       
  todoWrite.ts     |   89.17 |    82.05 |   92.85 |   89.17 | ...41-546,568-569 
  tool-error.ts    |     100 |      100 |     100 |     100 |                   
  tool-names.ts    |     100 |      100 |     100 |     100 |                   
  tool-registry.ts |   74.85 |    76.85 |   80.95 |   74.85 | ...30-831,839-840 
  tool-search.ts   |   95.19 |    86.48 |    92.3 |   95.19 | ...47-153,208-213 
  tools.ts         |   90.49 |    90.19 |   84.21 |   90.49 | ...78-479,495-501 
  web-fetch.ts     |   88.84 |       80 |   92.85 |   88.84 | ...12-313,315-316 
  write-file.ts    |   82.65 |    80.45 |   84.61 |   82.65 | ...65-668,696-731 
 src/tools/agent   |   74.63 |    81.04 |   73.61 |   74.63 |                   
  agent.ts         |   74.88 |    81.29 |   74.24 |   74.88 | ...2393,2402-2405 
  fork-subagent.ts |   69.62 |    71.42 |   66.66 |   69.62 | ...04-105,140-151 
 src/utils         |   89.01 |    87.43 |   93.65 |   89.01 |                   
  LruCache.ts      |       0 |        0 |       0 |       0 | 1-41              
  ...ssageQueue.ts |     100 |      100 |     100 |     100 |                   
  ...cFileWrite.ts |   77.96 |    80.48 |     100 |   77.96 | ...35,156,173-176 
  bareMode.ts      |   27.27 |      100 |       0 |   27.27 | 9-15,18-19        
  browser.ts       |    7.69 |      100 |       0 |    7.69 | 17-56             
  bundlePaths.ts   |     100 |      100 |     100 |     100 |                   
  ...igResolver.ts |     100 |      100 |     100 |     100 |                   
  ...engthError.ts |   89.11 |     87.5 |     100 |   89.11 | ...28-129,132-133 
  cronDisplay.ts   |   42.85 |    23.07 |     100 |   42.85 | 26-31,33-45,47-54 
  cronParser.ts    |   89.74 |    85.71 |     100 |   89.74 | ...,63-64,183-186 
  debugLogger.ts   |    95.9 |    93.84 |   94.73 |    95.9 | 106-107,214-218   
  editHelper.ts    |   93.63 |    83.52 |     100 |   93.63 | ...28-429,463-464 
  editor.ts        |   97.61 |    95.71 |     100 |   97.61 | ...70-271,273-274 
  ...arResolver.ts |   94.28 |    88.88 |     100 |   94.28 | 28-29,125-126     
  ...entContext.ts |     100 |    95.45 |     100 |     100 | 83                
  errorParsing.ts  |    97.7 |    97.05 |     100 |    97.7 | 72-73             
  ...rReporting.ts |   88.46 |       90 |     100 |   88.46 | 69-74             
  errors.ts        |   70.92 |       80 |   53.33 |   70.92 | ...03-219,223-229 
  fetch.ts         |   70.18 |    71.42 |   71.42 |   70.18 | ...42,148,161,186 
  fileUtils.ts     |    91.5 |    86.19 |   95.23 |    91.5 | ...1191,1195-1201 
  forkedAgent.ts   |   80.68 |    78.12 |   83.33 |   80.68 | ...39-545,550-556 
  formatters.ts    |   81.81 |       75 |     100 |   81.81 | 15-16             
  ...eUtilities.ts |   89.21 |    86.66 |     100 |   89.21 | 16-17,49-55,65-66 
  ...rStructure.ts |   94.36 |    94.28 |     100 |   94.36 | ...17-120,330-335 
  getPty.ts        |    12.5 |      100 |       0 |    12.5 | 21-34             
  gitDiff.ts       |   92.36 |    79.53 |     100 |   92.36 | ...55-856,928-929 
  ...noreParser.ts |    92.3 |    89.36 |     100 |    92.3 | ...15-116,186-187 
  gitUtils.ts      |   73.64 |    90.32 |   83.33 |   73.64 | ...,78-79,103-154 
  iconvHelper.ts   |     100 |      100 |     100 |     100 |                   
  ...rePatterns.ts |     100 |      100 |     100 |     100 |                   
  ...ionManager.ts |     100 |     90.9 |     100 |     100 | 26                
  ...lPromptIds.ts |     100 |      100 |     100 |     100 |                   
  jsonl-utils.ts   |    74.1 |    90.76 |   58.33 |    74.1 | ...23-326,336-342 
  ...-detection.ts |     100 |      100 |     100 |     100 |                   
  ...iagnostics.ts |    96.4 |     90.9 |     100 |    96.4 | ...66,293-294,376 
  ...yDiscovery.ts |    83.9 |    79.36 |     100 |    83.9 | ...16,319,411-414 
  ...tProcessor.ts |   93.63 |       90 |     100 |   93.63 | ...96-302,384-385 
  ...Inspectors.ts |   61.53 |      100 |      50 |   61.53 | 18-23             
  modelId.ts       |   98.95 |    98.21 |     100 |   98.95 | 148               
  ...kerChecker.ts |   90.78 |    91.66 |     100 |   90.78 | 73-79             
  notebook.ts      |   94.48 |    88.59 |   95.83 |   94.48 | ...16,328,380-382 
  openaiLogger.ts  |   90.85 |    87.87 |     100 |   90.85 | ...97-199,222-227 
  partUtils.ts     |     100 |    98.61 |     100 |     100 | 206               
  pathReader.ts    |     100 |      100 |     100 |     100 |                   
  paths.ts         |   93.21 |    91.86 |     100 |   93.21 | ...89-390,392-394 
  pdf.ts           |   93.68 |    87.05 |     100 |   93.68 | ...96-297,321-325 
  projectPath.ts   |     100 |      100 |     100 |     100 |                   
  ...ectSummary.ts |   89.39 |    72.41 |     100 |   89.39 | ...37-142,193-196 
  ...tIdContext.ts |     100 |      100 |     100 |     100 |                   
  proxyUtils.ts    |     100 |      100 |     100 |     100 |                   
  ...rDetection.ts |   58.57 |       76 |     100 |   58.57 | ...4,88-89,95-100 
  ...noreParser.ts |   85.45 |    85.18 |     100 |   85.45 | ...59,65-66,72-73 
  rateLimit.ts     |   92.55 |    85.92 |     100 |   92.55 | ...70-272,309-310 
  readManyFiles.ts |   87.59 |       84 |     100 |   87.59 | ...09-211,227-238 
  retry.ts         |   89.81 |    88.05 |     100 |   89.81 | ...29,350,357-358 
  ripgrepUtils.ts  |   46.79 |    84.37 |   66.66 |   46.79 | ...45-246,258-335 
  ...sDiscovery.ts |   97.42 |    92.85 |     100 |   97.42 | ...04,182-183,202 
  ...iagnostics.ts |   83.08 |     67.5 |   92.59 |   83.08 | ...23,543-544,550 
  ...tchOptions.ts |   81.72 |    85.04 |   95.23 |   81.72 | ...18,543,572-581 
  runtimeStatus.ts |    97.5 |    88.57 |     100 |    97.5 | 167-168           
  safeJsonParse.ts |   74.07 |    83.33 |     100 |   74.07 | 40-46             
  ...nStringify.ts |     100 |      100 |     100 |     100 |                   
  ...aConverter.ts |   90.78 |    88.23 |     100 |   90.78 | ...41-42,93,95-96 
  ...aValidator.ts |   94.57 |    80.26 |     100 |   94.57 | ...04,213-216,270 
  ...r-launcher.ts |   76.92 |     91.3 |   66.66 |   76.92 | ...34,136,157-195 
  ...orageUtils.ts |   96.89 |    85.84 |     100 |   96.89 | ...51,367,447,466 
  shell-utils.ts   |   82.93 |    89.89 |     100 |   82.93 | ...1522,1529-1533 
  ...lAstParser.ts |   95.58 |    85.79 |     100 |   95.58 | ...1059-1061,1071 
  ...nlyChecker.ts |   95.75 |    92.39 |     100 |   95.75 | ...00-301,313-314 
  sideQuery.ts     |   98.71 |    97.14 |     100 |   98.71 | 110               
  ...pEventSink.ts |     100 |       80 |     100 |     100 | 61                
  ...tGenerator.ts |     100 |      100 |     100 |     100 |                   
  ...ameContext.ts |     100 |      100 |     100 |     100 |                   
  symlink.ts       |   77.77 |       50 |     100 |   77.77 | 44,54-59          
  ...emEncoding.ts |   96.36 |    91.17 |     100 |   96.36 | 59-60,124-125     
  terminalSafe.ts  |     100 |      100 |     100 |     100 |                   
  ...Serializer.ts |   98.72 |       90 |     100 |   98.72 | 42-43,134,201-203 
  testUtils.ts     |   53.33 |      100 |   33.33 |   53.33 | ...53,59-64,70-72 
  textUtils.ts     |      60 |      100 |   66.66 |      60 | 36-55             
  thoughtUtils.ts  |     100 |    92.85 |     100 |     100 | 71                
  ...-converter.ts |   94.59 |    85.71 |     100 |   94.59 | 35-36             
  tool-utils.ts    |    93.6 |     91.3 |     100 |    93.6 | ...58-159,162-163 
  truncation.ts    |     100 |       92 |     100 |     100 | 52,71             
  windowsPath.ts   |   89.47 |    79.31 |     100 |   89.47 | ...57-58,62,90-91 
  ...aceContext.ts |   93.71 |    89.28 |   93.33 |   93.71 | ...24-225,249-251 
  xml.ts           |     100 |      100 |     100 |     100 |                   
  yaml-parser.ts   |      92 |    84.61 |     100 |      92 | 49-53,65-69       
 ...ils/filesearch |   86.21 |    81.61 |   96.42 |   86.21 |                   
  crawlCache.ts    |     100 |      100 |     100 |     100 |                   
  crawler.ts       |   82.84 |    77.49 |   94.82 |   82.84 | ...1451,1485-1486 
  fileSearch.ts    |   93.58 |    87.32 |     100 |   93.58 | ...46-247,249-250 
  ignore.ts        |     100 |      100 |     100 |     100 |                   
  result-cache.ts  |     100 |     92.3 |     100 |     100 | 46                
 ...uest-tokenizer |   56.63 |    74.52 |   74.19 |   56.63 |                   
  ...eTokenizer.ts |   41.86 |    76.47 |   69.23 |   41.86 | ...70-443,453-507 
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...tTokenizer.ts |   68.39 |    69.49 |    90.9 |   68.39 | ...24-325,327-328 
  ...ageFormats.ts |      76 |      100 |   33.33 |      76 | 45-48,55-56       
  textTokenizer.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |       0 |        0 |       0 |       0 | 1                 
-------------------|---------|----------|---------|---------|-------------------

For detailed HTML reports, please see the 'coverage-reports-22.x-ubuntu-latest' artifact from the main CI run.

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yiliang114 commented May 18, 2026

Maintainer summary:runtime memory 调查进展

当前先把 runtime memory 调查的进展、已有证据、初步推断和后续分析路径同步出来,方便大家 review 和对齐优化方向。

详细文档:

不同任务下的内存、token、tool call 分布

Qwen tree peak / Claude tree peak 指的是一次任务执行期间采样到的 process-tree RSS 峰值

这里没有只看 root process RSS,因为 Qwen Code 运行时可能包含 root wrapper + child Node/Qwen worker。只看 root process 会低估用户实际看到的内存占用。

下面是按两个测试模型平均后的结果。可以看到,不同任务类型下 Qwen Code 的 process-tree RSS 峰值都明显高于 Claude Code。

Case Qwen RSS peak avg Claude RSS peak avg Qwen / Claude Qwen avg tokens Claude avg tokens Qwen turns / tools Claude turns / tools
small PR review 942.5 MiB 361.6 MiB 2.61x 33,339 10,510 2.0 / 3.0 4.5 / 3.5
code navigation 995.0 MiB 354.3 MiB 2.81x 37,538 22,414 2.0 / 3.0 5.5 / 4.5
diff 100 KiB 1006.6 MiB 343.5 MiB 2.93x 47,434 7,000 2.5 / 2.0 3.0 / 2.0
diff 1 MiB 1005.8 MiB 309.6 MiB 3.25x 47,390 6,713 2.5 / 2.0 3.5 / 2.5
diff 5 MiB 960.4 MiB 327.2 MiB 2.94x 39,956 5,810 2.0 / 2.0 3.0 / 2.0

按模型聚合后的结果:

Model Qwen RSS peak avg Claude RSS peak avg Qwen / Claude Qwen avg tokens Claude avg tokens
pai/glm-5 981.0 MiB 334.0 MiB 2.94x 36,639 9,012
qwen3.6-plus 983.1 MiB 344.5 MiB 2.85x 45,624 11,967

当前初步推断

从目前数据看,这个问题不像是单一大 PR、单一模型、或者单纯 tool call 次数导致的。

当前更可能的方向是:

  1. Qwen Code 的非交互式 CLI 任务执行期基础内存成本偏高。
    small PR 和 code navigation 这种较小任务也能复现接近 1 GiB 的 process-tree RSS 峰值,所以问题不只发生在大 diff 场景。

  2. “工具调用链太长”不是主要解释。
    tool call 数量整体相近,Claude 有些 case 的 turns/tool calls 甚至更多,但 RSS 仍然明显更低。

  3. context / tool result / session handling 更值得优先怀疑。
    Qwen Code 在所有 matrix cell 里 token 都更多。这提示我们需要继续拆分:

    • system prompt 大小
    • tool schema 大小
    • retained messages
    • retained tool results
    • request assembly
    • saved-output recovery
    • session/UI history
  4. large-output 路径可能是放大器。
    前面的大 PR 测试里观察到 saved-output recovery 和 subagent activity。这些路径很可能会放大真实 PR review 任务里的内存和 token 压力,但它们不能完全解释 small task execution footprint。

相关已有工作

目前已有一些相关 PR / issue,但它们覆盖的方向不完全一样:

Item Status 关系
#4180 merged 已添加 baseline /doctor memory,是第一步 instrumentation
#4181 open issue 计划添加 /doctor memory 的解释层和 pressure classification
#4182 open issue 计划添加 structured output 和 safe session-scale stats
#4183 open issue 计划添加 heap snapshot 和 bounded timeline diagnostics
#4184 open issue 跟踪 large tool-result retention diagnostics 以及 offload/preview mitigation
#4127 open PR 增加 heap-pressure safety net,偏 long-session OOM 缓解,不能直接解释 ~1 GiB 任务执行期 footprint
#4168 open PR 重做 auto-compaction thresholds,偏 context pressure,不是 task-time footprint attribution
#4172 open PR 解耦 auto-memory recall,偏 latency/blocking,不是直接 RSS attribution
#4188 merged 限制 build/test cache,重要但和 runtime benchmark 是不同问题

后续分析方式

下一步我会新开一个本地分支,把当前分析需要的指标能力先从相关 PR / issue 方向拉过来,或者在本地补齐最小必要打点,然后重新跑同一套 benchmark matrix。

重点不是先做优化,而是先把 ~1 GiB 的 runtime memory 拆开看清楚:

  • process RSS、V8 heap、external memory、heap-space samples
  • startup、tool execution、request assembly、streaming completion、compression、final response 等 lifecycle checkpoint
  • request input-size accounting
  • system prompt / tool schema size
  • retained message count 和近似 retained size
  • retained tool-result count、total size、largest item
  • truncation / saved-output recovery counters
  • subagent / process-tree activity

复测时会继续覆盖相同类型任务:

  • small PR review
  • code navigation
  • diff 100 KiB
  • diff 1 MiB
  • diff 5 MiB

这样可以进一步判断 ~1 GiB 主要来自哪里:

  • startup 后就高:module/runtime startup cost
  • tool execution 后跳高:tool-output retention 或 result normalization
  • request assembly 时跳高:context construction 或 duplicated histories
  • streaming/compression 后增长:response retention 或 compression state
  • RSS 高但 V8 heap 不高:native buffers、loaded modules 或 external memory

有了这些内部指标后,再决定第一个 targeted memory optimization PR 应该优先解决哪一块。

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yiliang114 commented May 19, 2026

OOM 根因定位总结

OOM 的三层机制

┌─────────────────────────────────────────────────────────────────┐
│ Layer 3: V8 Heap Limit (512MB / 2GB / 4GB)                      │ ← 用户撞到这里
├─────────────────────────────────────────────────────────────────┤
│ Layer 2: structuredClone() 峰值放大 (瞬时 ~2x history size)    │ ← 直接诱因
├─────────────────────────────────────────────────────────────────┤
│ Layer 1: History 中 tool result 累积 (线性增长)                 │ ← 基础增长
├─────────────────────────────────────────────────────────────────┤
│ Layer 0: Auto-compaction 触发频率 (#3735 后大幅增加)            │ ← 控制点
└─────────────────────────────────────────────────────────────────┘

每一层都是必要条件,三层叠加才触发 OOM:

  • Layer 0:v0.15.7 后 auto-compaction 从"手动触发"变成"每次 send 前自动检查"
  • Layer 1:长任务中 tool result(Read 文件、grep 结果)持续累积,history 体积线性增长
  • Layer 2getHistory(true) 内部的 structuredClone() 在 history 最大时做全量深拷贝
  • Layer 3:clone 的瞬时峰值 (existing heap + clone size) 超过 V8 limit → crash

精确崩溃路径(代码级)

sendMessage()
  → tryCompress(promptId, model, force=false)        ← 每次 send 前调用
    → ChatCompressionService.compress(chat, options)
      → chat.getHistory(true)                        ← 入口
        → structuredClone(this._history)             ← 峰值分配!
          → V8 需分配 history 同等大小的内存来容纳 clone
          → 如果 existing_heap_used + history_size > heap_limit
            → Mark-Compact 无法回收(clone 和原始都是 live)
              → FATAL ERROR: Ineffective mark-compacts near heap limit

版本归因

版本 PR 改动 structuredClone 调用频率变化
v0.15.6 getHistory(true) 仅在 send 入口调用 1 次 基线:1 次/send
v0.15.7 #3735 tryCompress() 下沉到 GeminiChat,每次 send 前先执行 +1 次/send
v0.15.10 #3879 reactive compression:context overflow 后再触发 tryCompress +1~2 次/send
v0.15.10 #3985 强化 reactive compression 重试逻辑 同上

崩溃流程图(最坏路径:一次 send 4 次 clone)

┌─────────────────────────────────────────────────────────────────┐
│                    sendMessage() 一次调用                         │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  ① tryCompress() ─── #3735 新增 (v0.15.7)                       │
│     └─ ChatCompressionService.compress()                         │
│        └─ chat.getHistory(true)                                  │
│           └─ structuredClone(this._history) ← clone #1           │
│                                                                  │
│  ② getHistory(true) ── 构造 API request                         │
│     └─ structuredClone(this._history) ←──── clone #2             │
│                                                                  │
│  ③ API 返回 context overflow error                               │
│     └─ reactive tryCompress() ── #3879 新增 (v0.15.10)          │
│        └─ chat.getHistory(true)                                  │
│           └─ structuredClone(this._history) ← clone #3           │
│                                                                  │
│  ④ getHistory(true) ── retry request                             │
│     └─ structuredClone(this._history) ←──── clone #4             │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

v0.15.6: 最多 1 次 clone/send → v0.15.11: 最坏 4 次 clone/send


getHistory(true) 调用点对比

v0.15.6 — 2 处:

L367: this.getHistory(true)    ← send 构造 request(必要)
L618: self.getHistory(true)    ← MAX_TOKENS escalation recovery(极少触发)

v0.15.11 — 5 处:

L467: compress() 内部调用      ← #3735: 每次 send 前 auto-compact 检查
L574: this.getHistory(true)    ← send 构造 request
L724: reactive compress() 调用 ← #3879: context overflow 后 retry
L739: self.getHistory(true)    ← #3879: retry 构造新 request
L943: self.getHistory(true)    ← MAX_TOKENS escalation recovery

正反馈死循环

heap 高 (>70%) → 触发 auto-compaction → structuredClone() 峰值 +30~40%
                                              ↓
                              heap 更高 → 再次触发 → crash

真实 crash session 日志证据

来自 2026-05-19 本地复现 session(512MB heap, qwen3.6-plus 128K context):

时间 (UTC) 事件 Heap 占比 解读
13:29:43 auto-compaction 尝试 #1 74.9% 超过 70% 阈值,开始压缩
13:30:06 compaction #1 成功 ~70% structuredClone 完成,旧 history 被替换
13:30:13 auto-compaction 尝试 #2 70.7% 压完仍 >70%,立即再次尝试
13:30:52 跳过(cooldown 中) 86.0% 30s cooldown 保护,但 heap 已飙升
13:30:56 auto-compaction 尝试 #3 85.3% cooldown 过期,强制再压
13:31:21 compaction #3 成功 ~85% clone 峰值进一步推高 heap
13:31:37 auto-compaction 尝试 #4 88.8% 压完反而更高!
13:32:09 跳过(cooldown 中) 90.2% heap 已达 90%,无法执行任何操作
13:32:10 进程 crash >95% 下一次 structuredClone 超限,V8 OOM

5.5 分钟内 5 次 auto-compaction 尝试,heap 从 74.9% 单调上升至 crash。每次"成功"压缩后 heap 反而更高。


2 GiB / 4 GiB Synthetic 复现

Heap limit Clone pressure 结果 GC stack
2 GiB 8 retained clones 未崩溃 (RSS 2.42 GiB) 接近 limit
2 GiB 10 retained clones OOM StructuredClone in stack
4 GiB 20 retained clones OOM StructuredClone in stack

直接证明在用户真实 OOM 规模 (2-4 GiB) 下,structuredClone 路径同样致命。


为什么 128K context window 模型更容易触发

Context Window 70% 触发阈值 Compaction 频率 OOM 风险
128K (默认, DeepSeek, qwen3.6-plus) ~90K tokens 频繁(正常对话 10-20 分钟触发)
200K (claude-sonnet) ~140K tokens 中等
1M (qwen-latest-series-invite-beta) ~700K tokens 极少触发

DeepSeek 等第三方模型未配置 contextWindowSize,默认 128K,compaction 触发极为频繁,OOM 报告因此更多。


各内存位置占比(基于 crash session 估算)

内存位置 占比 增长特征
this._history[] (tool results 累积) 40-50% 线性增长,每轮 +30~100MB
structuredClone() 临时拷贝 30-40% 瞬时峰值,compaction 时出现
V8 runtime (GC metadata, compiled code) ~15% 基本恒定
UI / logging / stream buffers ~5% 缓慢增长

结论

#3735 (v0.15.7) 是 OOM 报告激增的根本原因——把 structuredClone 从"偶尔调用"变成"每次 send 必调",在 history 较大时创造了正反馈死循环。#3879 (v0.15.10) 进一步恶化。

修复方向:避免在 compaction 检查中做全量 clone —— 先用 getHistoryLength() 判断是否需要压缩,不满足则跳过 getHistory(true);压缩时使用 slice 而非全量 deep clone。


详细报告

Comment thread docs/e2e-tests/2026-05-19-oom-reproduction-report.md Outdated
Comment thread docs/design/auto-compaction-threshold-redesign.md Outdated
Comment thread docs/e2e-tests/2026-05-18-qwen-memory-benchmark-report.md
Comment thread docs/plans/2026-05-18-qwen-runtime-memory-investigation.md
Comment thread docs/e2e-tests/2026-05-19-oom-reproduction-report.md Outdated
Comment thread docs/e2e-tests/2026-05-19-qwen-runtime-diagnostics-benchmark-report.md Outdated
Comment thread docs/e2e-tests/2026-05-19-qwen-runtime-diagnostics-benchmark-report.md Outdated
Comment thread docs/e2e-tests/2026-05-19-qwen-runtime-diagnostics-benchmark-report.md Outdated
@yiliang114 yiliang114 force-pushed the codex/memory-investigation-draft-pr branch from 61843ea to 94873d8 Compare May 20, 2026 07:41
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yiliang114 commented May 20, 2026

🧪 Shallow Copy Fix — 多模型 PR Review 内存基准测试 (2026-05-20)

本次在 fix(core): replace structuredClone with shallow copy commit 基础上,验证 3 模型 × 3 PR 规模的真实 PR review 场景。

测试条件

结果汇总

模型 PR 规模 结果 Peak Tree RSS Final RSS Context
qwen3.6-plus #4268 small (1行) 633 MB 567 MB 3.3%
qwen3.6-plus #4186 medium (494行) 726 MB 562 MB 5.0%
qwen3.6-plus #4168 large (4750行) 718 MB 709 MB 3.6%
pai/glm-5 #4268 small 718 MB 721 MB 15.3%
pai/glm-5 #4186 medium 741 MB 736 MB 17.7%
pai/glm-5 #4168 large 743 MB 733 MB 22.7%
DeepSeek/deepseek-v4-pro #4268 small 740 MB 365 MB 5.5%
DeepSeek/deepseek-v4-pro #4186 medium 585 MB 187 MB 8.3%
DeepSeek/deepseek-v4-pro #4168 large 608 MB 321 MB 8.7%

关键结论

  1. 9/9 全部通过,无 OOM,无 crash
  2. Peak RSS ≤743 MB(含 MCP ~350MB 固定开销),远低于 2GB limit
  3. GC 正常回收:DeepSeek 每轮后 RSS 大幅回落(740→365→187 MB),无泄漏
  4. RSS 与 PR 规模基本解耦 — 4750 行 PR 和 1 行 PR 的 RSS 差异 <25 MB (qwen/glm-5)
  5. HEAP_PRESSURE_COMPRESSION_RATIO 保持 0.7(与 main 一致),shallow copy 修复 clone 峰值,heap-pressure 压缩处理 history 累积,两者互补

对比:修复前 vs 修复后

场景 structuredClone 时代 Shallow copy 修复后
512MB heap, 7轮 Read 第7轮 crash (RSS 666MB) 无 crash
长时间对话 2-4 GB OOM 未测长时间,但短任务稳定
PR review (MCP 启用) 未测试 9/9 通过,peak ≤743 MB

DeepSeek RSS 时间序列(5s 采样)

#4268: 577→598→609→740(peak)→708→703→727→681→690→365(GC) MB
#4186: 365→374→404→399→414→457→550→585(peak)→535→453→327→187(GC) MB
#4168: 253→524→553→573→591→608(peak)→578→588→346→321(GC) MB

@yiliang114 yiliang114 changed the title docs: add runtime memory benchmark report and investigation plan fix(core): replace structuredClone with shallow copy to prevent OOM in long sessions May 20, 2026
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[Critical] [build] Build break: packages/cli/src/ui/commands/doctorCommand.test.ts mocks (lines 145, 841, 948, 974) are not updated for the new MemoryResourceUsage fields (maxRSSRaw: number, maxRSSUnit: 'KiB') and MemoryDiagnostics field (processTree: ProcessTreeMemoryUsage | null) added in memoryDiagnostics.ts. This causes 4 TypeScript errors and breaks CI on all 3 platforms.

Fix: add the missing fields to each mock, e.g.:

resourceUsage: {
  maxRSS: 4_000,
  maxRSSRaw: 4_000,
  maxRSSUnit: 'KiB',
  userCPUTime: 10,
  systemCPUTime: 20,
},
processTree: null,

Comment thread packages/core/src/utils/runtimeDiagnostics.ts
Comment thread packages/core/src/utils/runtimeDiagnostics.ts
Comment thread packages/core/src/services/sessionService.ts
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Test coverage gaps (aggregated): Several new code paths lack dedicated test coverage — parsePsRows / BFS traversal in collectProcessTreeMemoryUsage, runtimeDiagnostics disabled-state early returns and reset(), copyContentForApiHistory functionCall branch mutation isolation, agent truncation helper edge cases (result/error fields, non-string output), and the five new GeminiClient wrapper methods. Consider adding focused unit tests for these paths.

— qwen-latest-series-invite-beta-v34 via Qwen Code /review

Comment thread packages/core/src/utils/runtimeDiagnostics.ts
Comment thread packages/core/src/core/client.ts
Comment thread packages/core/src/core/client.ts Outdated
Comment thread packages/core/src/index.ts
Comment thread packages/core/src/utils/memoryDiagnostics.ts
Comment thread packages/core/src/utils/memoryDiagnostics.ts
Comment thread packages/core/src/tools/agent/agent.ts Outdated
Comment thread packages/core/src/core/geminiChat.ts
Comment thread packages/core/src/core/geminiChat.ts
Comment thread packages/core/src/services/chatCompressionService.ts Outdated
Comment thread eslint.config.js Outdated
@yiliang114 yiliang114 marked this pull request as ready for review May 20, 2026 11:20
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Pull request overview

This PR targets long-session OOM risk in packages/core by eliminating repeated full-history structuredClone() calls on hot paths, introducing shallow history read APIs, and adding opt-in runtime/request-size diagnostics to support memory attribution.

Changes:

  • Replace full-history deep clones in request/compression/read paths with shallow container copies and new history “tail/peek” helpers.
  • Add runtime diagnostics collectors (request/tool size summaries) and extend /doctor memory data with process-tree RSS probing.
  • Reduce live agent UI retention by storing bounded tool-result display strings instead of full responseParts.

Reviewed changes

Copilot reviewed 29 out of 29 changed files in this pull request and generated 5 comments.

Show a summary per file
File Description
packages/vscode-ide-companion/src/utils/editorGroupUtils.ts Brace-style tweak (lint compliance).
packages/vscode-ide-companion/eslint.config.mjs Allow listed deep-import into core internals.
packages/core/src/utils/runtimeDiagnostics.ts New opt-in runtime/request/tool sizing diagnostics.
packages/core/src/utils/runtimeDiagnostics.test.ts Unit tests for diagnostics privacy + aggregation.
packages/core/src/utils/nextSpeakerChecker.ts Use last-history access/tail instead of cloning full history.
packages/core/src/utils/nextSpeakerChecker.test.ts Tests ensuring only last curated message is sent.
packages/core/src/utils/memoryDiagnostics.ts Add process-tree RSS probe; normalize maxRSS units.
packages/core/src/utils/memoryDiagnostics.test.ts Update tests for maxRSS normalization + processTree probe.
packages/core/src/tools/agent/agent.ts Bound tool-result display; use shallow history API when available.
packages/core/src/tools/agent/agent.test.ts Tests that live display doesn’t retain full responseParts.
packages/core/src/services/sessionService.ts Replace structuredClone with targeted shallow copies for resume history rebuild.
packages/core/src/services/sessionService.test.ts Ensure no structuredClone used; validate shallow-copy behavior.
packages/core/src/services/chatCompressionService.ts Use shallow curated history to avoid deep-clone peak during compression.
packages/core/src/services/chatCompressionService.test.ts Add coverage for “no deep clone during compression”.
packages/core/src/index.ts Export runtimeDiagnostics utilities.
packages/core/src/core/openaiContentGenerator/pipeline.ts Record OpenAI wire request summaries via runtimeDiagnostics.
packages/core/src/core/loggingContentGenerator/loggingContentGenerator.ts Record genai request summaries via runtimeDiagnostics.
packages/core/src/core/geminiChat.ts Add shallow history APIs + request-history builder; reduce deep-clone usage on send path.
packages/core/src/core/geminiChat.test.ts Add coverage for request-history avoiding structuredClone; shallow helper tests.
packages/core/src/core/client.ts Add shallow history accessors + last-message helpers to reduce clone pressure.
packages/core/src/core/anthropicContentGenerator/anthropicContentGenerator.ts Record Anthropic wire request summaries via runtimeDiagnostics.
packages/cli/src/ui/hooks/useAtCompletion.test.ts Relax ordering assertions; expand fixture coverage.
packages/cli/src/ui/commands/doctorCommand.test.ts Update expected memory diagnostics shape (maxRSS + processTree).
eslint.config.js Add import/no-internal-modules allowlist for vscode companion.
docs/plans/2026-05-18-qwen-runtime-memory-investigation.md Add investigation plan doc.
docs/e2e-tests/2026-05-19-qwen-runtime-diagnostics-benchmark-report.md Add diagnostics benchmark report doc.
docs/e2e-tests/2026-05-19-oom-reproduction-report.md Add OOM reproduction/report doc.
docs/e2e-tests/2026-05-18-qwen-memory-benchmark-report.md Add memory benchmark report doc.
docs/design/auto-compaction-threshold-redesign.md Add design doc (context for related compaction work).

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

Comment thread packages/core/src/core/geminiChat.ts
Comment thread packages/core/src/services/chatCompressionService.ts
Comment thread packages/core/src/utils/runtimeDiagnostics.ts
Comment thread packages/core/src/core/geminiChat.ts Outdated
Comment thread packages/core/src/core/client.ts Outdated
…osal

- Runtime memory investigation plan
- Non-interactive memory benchmark report
- OOM reproduction report with 2GiB/4GiB synthetic tests
- Runtime diagnostics benchmark report
- Auto-compaction threshold redesign proposal
Replace `structuredClone(this.history)` (called up to 4x per turn on the
send path) with a lightweight shallow copy via `copyContentContainer()`.
This eliminates the OOM root cause in long tool-heavy sessions where the
full deep clone exceeded remaining V8 heap headroom.

Key changes:
- Add `copyContentContainer()` helper ({...content, parts: [...parts]})
- Add `getRequestHistory()` private method for the send path
- Add `getHistoryShallow()`, `getHistoryTailShallow()`,
  `peekLastHistoryEntry()`, `getLastModelMessageText()`,
  `getHistoryLength()` for read-only callers
- Remove HEAP_PRESSURE_COMPRESSION_RATIO safety net (no longer needed
  now that the underlying OOM cause is fixed)
- Update chatCompressionService to use getHistoryShallow(true)
- Update nextSpeakerChecker to send only lastMessage (not full history)
- Update memoryDiagnostics with process-tree RSS measurement
…ation

Required by content generators (anthropic, openai, logging) which import
runtimeDiagnostics for optional heap-pressure telemetry during streaming.
Gated by QWEN_CODE_PROFILE_RUNTIME=1 environment variable.
…nterface

Add missing maxRSSRaw, maxRSSUnit, and processTree fields to test fixtures
to match the updated MemoryResourceUsage and MemoryDiagnostics interfaces.
…ccuracy

Code:
- Fix unsound type guard: `'text' in part` → `typeof part.text === 'string'`
  in geminiChat.ts and client.ts (Copilot + wenshao feedback)
- Remove unnecessary optional chaining and dead fallback chains in client.ts
  (getHistoryShallow, peekLastHistoryEntry, getHistoryLength, etc. now call
  GeminiChat methods directly)
- Add 5s timeout to `execFileAsync('ps', ...)` in memoryDiagnostics.ts

Docs:
- Fix GiB conversion accuracy and add single-run caveat to summary
- Add Node.js version to test environment table
- Fix auto-compaction attempt count (5→4) in OOM report
- Soften root-cause attribution certainty
- Add MCP child process context to investigation plan
- Clarify "Codex" reference (→ OpenAI Codex)
- Fix truncated MCP server name (chrome → chrome-devtools)
- Remove duplicate verification commands in benchmark table
- Clarify thread exhaustion vs V8 heap OOM distinction
- Add workload confound caveat to before/after comparison
- Fix SUMMARY_RESERVE "hard relationship" vs thinking budget contradiction
Comment thread packages/core/src/utils/runtimeDiagnostics.ts
Comment thread packages/core/src/services/sessionService.ts
Comment thread packages/core/src/core/client.ts
Comment thread packages/core/src/core/client.ts
The previous commit removed optional chaining from client.ts wrapper
methods, but client.test.ts mocks getChat() with partial objects that
lack the new shallow methods. Restore ?. fallback chains so both
production (GeminiChat) and test (mock) paths work correctly.
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yiliang114 commented May 20, 2026

补充一轮默认 heap 压测结论,完整报告见:

docs/e2e-tests/2026-05-21-qwen-0.15.11-default-heap-oom-stress-report.md

先说明一个容易混淆的点:CLI 自报版本仍然是 0.15.11,这是因为 package version 尚未 bump;这轮实际测试对象是本 PR 分支 commit c161e0aa4 下本地编译出的 dist/cli.js,不是 PATH 里的全局 qwen 可执行文件。

测试时没有设置 NODE_OPTIONS、没有设置 --max-old-space-size,runner 也没有设置额外 ulimit。本机 Node 默认 heap limit 约为 4144 MiB

结果概要:

  • 真实长任务 + 多 agent review loop:共 23 个 worker turn,约 7.19 亿 reported total tokens,77 次 agent 调用,856 次总 tool 调用。
  • 这组真实长任务没有复现传统 V8 heap OOM:没有 JavaScript heap out of memoryReached heap limitIneffective mark-compacts near heap limitAllocation failed
  • 真实长任务阶段最高 process-tree RSS 为 874.7 MiB,最高 root RSS 为 219.1 MiB
  • amplified stdout stress:共 18 个 payload attempt,覆盖 128 MiB -> 2048 MiB
  • 三个模型都跑过了 1536 MiB payload,没有传统 heap OOM。最高成功 process-tree RSS 为 5964.7 MiB
  • 2048 MiB foreground stdout 附近仍有一个独立的极端 large-output 问题:DeepSeek case 捕获到 V8 fatal Check failed: i::kMaxInt >= len,栈在 String::NewFromOneByte / StringBytes::Encode / DecodeUTF8

结论:基于这轮默认 heap、多模型、多 agent、长任务压测,可以认为本 PR 已经基本解决此前遇到的 long-session heap OOM 复现路径。


另外,压测过程中还发现了两个独立的问题,已分别建 issue 跟进:

  1. Multi-GiB foreground stdout can fail with V8 string-length fatal or empty stdout #4364Multi-GiB foreground stdout can fail with V8 string-length fatal or empty stdout2048 MiB stdout payload 触发 V8 Check failed: i::kMaxInt >= len,属于 large-output/string-limit robustness 问题,和本 PR 要解决的 long-session heap OOM 是不同的根因。
  2. Oversized resumed history can fail with Invalid string length #4363Oversized resumed history can fail with Invalid string length:恢复超大历史会话时可能触发 Invalid string length,同样是字符串长度上限问题,建议后续独立修复。

这两个问题不影响本 PR 的结论——long-session heap OOM 的核心复现路径已解决。

English summary

I reran the default-heap stress tests on the latest local build from this branch.

Full report:

docs/e2e-tests/2026-05-21-qwen-0.15.11-default-heap-oom-stress-report.md

One clarification: the CLI still reports 0.15.11 because the package version has not been bumped, but the tested binary was the locally built dist/cli.js from commit c161e0aa4, not the PATH-installed qwen.

No NODE_OPTIONS, --max-old-space-size, or runner ulimit was used. The local Node heap limit was about 4144 MiB.

Results:

  • Realistic long-session + multi-agent review loop: 23 worker turns, ~719M reported total tokens, 77 agent calls, and 856 total tool calls.
  • No traditional V8 heap OOM was reproduced: no JavaScript heap out of memory, Reached heap limit, Ineffective mark-compacts near heap limit, or Allocation failed.
  • Peak process-tree RSS in the realistic run was 874.7 MiB; peak root RSS was 219.1 MiB.
  • Amplified stdout stress: 18 payload attempts across 128 MiB -> 2048 MiB.
  • All three models completed through 1536 MiB payloads without traditional heap OOM. The highest successful process-tree RSS was 5964.7 MiB.
  • At around 2048 MiB foreground stdout, a separate extreme large-output failure remains. The DeepSeek case captured a V8 fatal Check failed: i::kMaxInt >= len stack in String::NewFromOneByte / StringBytes::Encode / DecodeUTF8.

Conclusion: this PR appears to have effectively addressed the previously observed long-session heap OOM reproduction path under default heap.


Two additional issues were discovered during the stress tests and filed separately:

  1. Multi-GiB foreground stdout can fail with V8 string-length fatal or empty stdout #4364Multi-GiB foreground stdout can fail with V8 string-length fatal or empty stdout: The 2048 MiB stdout payload triggers a V8 Check failed: i::kMaxInt >= len — a large-output/string-limit robustness issue with a different root cause than the long-session heap OOM addressed here.
  2. Oversized resumed history can fail with Invalid string length #4363Oversized resumed history can fail with Invalid string length: Resuming an oversized session history can trigger Invalid string length — also a string-length limit issue, recommended for independent follow-up.

Neither issue affects this PR's conclusion — the core long-session heap OOM reproduction path is resolved.

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yiliang114 commented May 20, 2026

PR 变更分布分析

类别 +/- 占比 备注
Markdown 文档 +2054 / -0 52% 6 个新文档(benchmark 报告 + 设计文档 + 排查方案)
测试代码 +636 / -271 23% 226 行新增测试 + 修改已有测试
源代码 +819 / -167 25% 详见下方拆解

源代码拆解

模块 +/- 备注
runtimeDiagnostics.ts(新文件) +508 / -0 独立的可选诊断模块
核心 OOM 修复 +294 / -148 geminiChat、client、sessionService、chatCompressionService、nextSpeakerChecker
vscode-ide-companion +17 / -19 简单的 import 路径调整

小结

实际核心代码改动(用浅拷贝替换 structuredClone)约 ~440 行(新增 294 + 删除 148)。其余部分:

  • 52% 是纯文档(报告 + 设计文档)——可以快速浏览
  • runtimeDiagnostics.ts(508 行)是独立的新模块,可以考虑拆成单独 PR
  • 测试改动主要是覆盖新行为 + 移除旧的 heap-pressure 测试

wenshao
wenshao previously approved these changes May 20, 2026
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No issues found. LGTM! ✅ All prior-round suggestions have been addressed: type guard fixed (typeof part.text === 'string'), fallback chains simplified, execFileAsync timeout added, CacheSafeParams.history contract documented. Build clean, 235 tests pass. — qwen-latest-series-invite-beta-v34 via Qwen Code /review

New files added in this PR had 2025 copyright headers. Updated to 2026
to reflect the current year.
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未发现问题,LGTM! ✅ — gpt-5.5 via Qwen Code /review

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Review: Approve ✅ (with non-blocking comments)

The core fix — replacing the hot-path structuredClone(this.history) with a shallow copy — is correct and well-reasoned. I independently traced every consumer of the shallow-copied history and confirmed none mutate the shared part objects:

  • getRequestHistory() → content generators are read-only transformers; runtimeDiagnostics.record* is a no-op unless QWEN_CODE_PROFILE_RUNTIME is set.
  • redactStructuredOutputArgsForRecording is pure (returns new objects).
  • getHistoryShallow() consumers: memory manager (read-only), microcompactHistory (pure .map, never mutates in place), compression (rebuilds newHistory).
  • nextSpeakerChecker sending only the last model turn is consistent with CHECK_PROMPT ("Analyze only your immediately preceding response") — a sound optimization, not a hidden behavior change.

No correctness blockers. The items below are hardening / hygiene and can be follow-ups.

Non-blocking suggestions

  1. (highest value) Shallow-copy safety relies on every current and future caller treating parts as read-only, enforced only by JSDoc. A future part.x = … would silently corrupt real history. Consider returning readonly Content[] from the shallow APIs, or add a unit test asserting that mutating a returned part does not affect chat.getHistory().
  2. copyContentForApiHistory (packages/core/src/services/sessionService.ts:1194) shallow-copies functionCall.args but leaves functionResponse.response shared. Inconsistent — not isolating the large response is the right memory call, so args needn't be copied either.
  3. packages/core/src/core/client.ts:304+: chat.getHistoryShallow?.() ?? …getChat() returns the concrete GeminiChat where these methods are non-optional, so the ?./?? is dead code kept only for partial test mocks. Prefer completing the mocks and dropping it. Same at packages/core/src/tools/agent/agent.ts:963.
  4. runtimeDiagnostics arrays grow unbounded under profiling — self-defeating for the long sessions it targets. A ring buffer / cap would help, and coverage is light (4 cases for 557 lines).

Docs

Please fix the [Critical] factual errors flagged earlier (compaction attempt count, GiB base-1000 vs 1024, MCP-confounded benchmark comparison) before merge, or split the docs into a separate PR — they will be the reference for future memory work.

中文

审查结论:Approve ✅(附非阻塞 comment)

核心修复 —— 把热路径上的 structuredClone(this.history) 换成 shallow copy —— 正确且推理充分。我独立追踪了 shallow copy 后 history 的每一个消费者,确认没有任何一个会原地 mutate 共享的 part 对象:

  • getRequestHistory() → content generator 都是只读转换器;runtimeDiagnostics.record* 在未设 QWEN_CODE_PROFILE_RUNTIME 时是 no-op。
  • redactStructuredOutputArgsForRecording 是纯函数(返回新对象)。
  • getHistoryShallow() 消费者:memory manager(只读)、microcompactHistory(纯 .map,从不原地修改)、compression(重建 newHistory)。
  • nextSpeakerChecker 只发最后一条 model turn,与 CHECK_PROMPT("分析你紧邻的上一条回复")一致 —— 是合理优化,而非夹带的行为变更。

无正确性阻塞项。以下均为加固/卫生层面,可作为 follow-up。

非阻塞建议

  1. (最值得做) shallow copy 的安全性完全依赖每个当前及未来的调用方把 parts 当只读,目前只靠 JSDoc 约束。未来一句 part.x = … 就会静默污染真实 history。建议 shallow API 返回 readonly Content[],或加单测断言「mutate 返回的 part 不影响 chat.getHistory()」。
  2. copyContentForApiHistory(packages/core/src/services/sessionService.ts:1194)对 functionCall.args 做了 shallow copy,却让 functionResponse.response 保持共享。不自洽 —— 不隔离大块的 response 是对的内存决策,那 args 也就不必拷。
  3. packages/core/src/core/client.ts:304+:chat.getHistoryShallow?.() ?? … —— getChat() 返回的是具体类 GeminiChat,这些方法非可选,故 ?./?? 是为不完整 test mock 保留的死代码。建议补全 mock 后去掉。packages/core/src/tools/agent/agent.ts:963 同理。
  4. runtimeDiagnostics 的数组在 profiling 下无界增长 —— 对它本要服务的长 session 而言自相矛盾,建议加 ring buffer / 上限;测试也偏薄(557 行仅 4 个用例)。

文档

请在合入前修正前轮标记的 [Critical] 事实性错误(压缩尝试次数、GiB base-1000 vs 1024、被 MCP 子进程混淆的 benchmark 对比),或将文档拆成单独 PR —— 它们会成为后续 memory 工作的参考资料。

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wenshao commented May 21, 2026

Local verification report (maintainer)

Reviewed PR head 7acf542a0 on macOS / Node v22.17.0 in a clean worktree at
/Users/wenshao/Work/git/qwen-code-pr4286, with build / test / lint driven from a
dedicated tmux session (pr4286, 9 windows: checkout, install, build,
test-focused, test-core, test-cli, typecheck, lint, memrun).
PR has no GitHub Actions coverage on this branch (only review-pr job, which was skipped),
so local verification is the primary signal.

Automated checks

Step Result
npm ci (incl. bundle postinstall) exit 0 · 1:32 · dist/cli.js 6.6 MB (≈ +27 KB vs main, from runtimeDiagnostics)
npm run typecheck (all workspaces) exit 0 · 10.6 s
npm run lint exit 0 · clean (the prior editorGroupUtils.ts warning is fixed by this PR)
Focused core suite (PR-author list) 235 / 235 passed · 13 s · geminiChat 87 · chatCompressionService 54 · sessionService 53 · memoryDiagnostics 12 · runtimeDiagnostics 4 · nextSpeakerChecker 13 · forkedAgent.cache 12
Focused cli suite (doctorCommand) 36 / 36 passed · 15.5 s
Wider core vitest (packages/core) 320 / 323 files · 8805 / 8836 tests pass · 3 files / 28 tests timed out under parallel load — see note below
Wider cli vitest (packages/cli) 390 / 391 files · 6845 / 6858 tests pass · 1 file / 4 tests timed out under parallel load — see note below
packages/vscode-ide-companion vitest 393 / 393 passed, 1 skipped · 24 s

Note on flaky suite-mode failures. The timed-out files are packages/core/src/utils/filesearch/crawler.test.ts (3 tests) and packages/cli/src/ui/utils/mermaidImageRenderer.test.ts (3 tests). Both hit Test timed out in 5000ms while the two suites were running concurrently and saturating CPU. Re-ran each in isolation against this same PR HEAD:

  • crawler.test.ts44 / 44 pass (28 s)
  • mermaidImageRenderer.test.ts25 / 25 pass (24 s)

Confirmed via git diff that neither file (nor crawler.ts / mermaidImageRenderer.ts) is touched by this PR — so these are pre-existing timing-sensitive tests, not regressions introduced here.

Code review notes

Walked the hot-path changes; nothing alarming.

  • geminiChat.ts: copyContentContainer() is { ...content, parts: [...content.parts] }. The three replacements of this.getHistory(true)this.getRequestHistory() (initial send, post-reactive-compression branch, retry-recovery path) are correct — each call site immediately hands requestContents to the generator and never mutates the parts in place. The removal of HEAP_PRESSURE_COMPRESSION_RATIO / cooldown plus the getHeapPressureRatio helper looks safe given the root cause is now fixed in getRequestHistory.
  • client.ts: wrapper methods (getHistoryShallow, getHistoryTailShallow, peekLastHistoryEntry, getHistoryLength, getLastModelMessageText) each fall back to deep getHistory() if the underlying chat mock lacks the shallow method — explicitly to keep client.test.ts partial-mock paths working. The cache-history change at line ~1858 is a small bonus win: previously chat.getHistory(true).slice(-40) deep-cloned the entire history then sliced, now getHistoryTailShallow(40, true) only shallow-clones the tail.
  • chatCompressionService.ts: drops the bypassTokenThreshold heap-pressure escape hatch; force alone now controls bypass (matches /compress semantics). Curated-history read switched to getHistoryShallow(true), which is correct because compression only iterates entries for partitioning and side-query payloads — it doesn't mutate parts in place.
  • nextSpeakerChecker.ts: meaningful behavior change. The side query payload changed from [...curatedHistory, checkPrompt] to [lastMessage, checkPrompt]. PR comment justifies this ("the next-speaker prompt only analyzes the immediately preceding response"). Test coverage in nextSpeakerChecker.test.ts (13 tests) is touched by the PR and passes.
  • sessionService.ts: introduces copyContentForApiHistory(), a deeper shallow copy (also spreads each part's functionCall.args and functionResponse envelope). Used in places where the caller may want to mutate parts later — appropriate.
  • Content generators (anthropic / openai / logging): only add runtimeDiagnostics.record*(...) calls; no part-object mutation introduced.
  • vscode-ide-companion: 16 files moved from deep @qwen-code/qwen-code-core/src/... imports to the public @qwen-code/qwen-code-core entry — enabled by the new packages/core/src/index.ts exports (+7 -1). Pure dependency-direction cleanup.
  • runtimeDiagnostics.ts (new, 557 lines): gated by QWEN_CODE_PROFILE_RUNTIME=1, opt-in instrumentation only. Recording paths early-return when disabled.

Memory smoke test (tmux memrun)

Built CLI launched with QWEN_HOME=/tmp/pr4286-test QWEN_CODE_PROFILE_RUNTIME=1:

  • Startup baseline: ps -o rss → 176 MB; internal /doctor memory → RSS 219 MB / heap used 108 MB / heap pressure 2.6 %.
  • /doctor memory --sample (3 samples, 1 s apart): RSS delta 0.0 MiB, heap-used delta -1.1 MiB, status ok, no risks.
  • The new MemoryResourceUsage fields (maxRSSRaw, maxRSSUnit) and ProcessTreeMemoryUsage interface are collected (verified via tests + structured getMemoryDiagnostics() result). The CLI-side text formatter currently doesn't render processTree; not a regression, but a minor follow-up if you want it in the /doctor memory printout.

For the actual OOM-relief claim I trust the PR author's 3 models × 3 PR sizes matrix (9/9 pass, peak RSS ≤ 743 MB). I did not re-run that matrix locally — replicating it requires real provider credentials and ~20 min per session, and the focused unit tests already cover the shallow-API semantics that produce the win.

Verdict

  • Behavior change is well-scoped, the mutation-safety reasoning holds for every replacement of getHistory(true) in the send path, and the test surface covering the new APIs is solid.
  • No regressions in lint / typecheck / focused suites / wider suites (modulo the documented pre-existing timing flake on crawler and mermaidImageRenderer).
  • runtimeDiagnostics is opt-in and adds ~27 KB to the bundle — acceptable.
  • The nextSpeakerChecker payload reduction is worth a second pair of eyes from the model-behavior side, but the tests pass and the reasoning is sound.

Safe to merge from a correctness/regression standpoint. Memory-improvement claim is taken on PR author's benchmark + the unit-tested shallow API surface.

@wenshao wenshao merged commit a303788 into main May 21, 2026
3 checks passed
LaZzyMan added a commit that referenced this pull request May 21, 2026
…istoryShallow)

Main landed #4286 (replace structuredClone with shallow copy) which:
  - Reverted #4186's heap-pressure auto-compaction safety net (#4286
    removed HEAP_PRESSURE_COMPRESSION_RATIO because the underlying OOM
    cause was fixed by the shallow-copy refactor)
  - Reverted #4168's consecutiveFailures ladder back to single-shot
    hasFailedCompressionAttempt
  - Introduced getHistoryShallow() / peekLastHistoryEntry() to replace
    structuredClone-based history access
  - Added a Chinese-language design doc draft for this exact redesign

Resolution strategy:
  - Take OUR redesign everywhere it conflicts: three-tier threshold
    ladder, consecutiveFailures circuit breaker, hard-rescue, token
    estimator, hard-rescue debug log, CompressOptions plumbing for
    pendingUserMessage / precomputedEffectiveTokens / trigger.
  - DROP all bypassTokenThreshold / heapPressureCompressionCooldownUntil /
    HEAP_PRESSURE_* / mockGetHeapStatistics / mockHeapPressure code
    (heap-pressure mechanism is gone on main; we're not reviving it).
  - Use main's new getHistoryShallow(true) in chatCompressionService and
    in the hard-tier rescue estimator path (was getHistory(true) before
    main's refactor; the shallow path is what other compaction call
    sites now use).
  - For chatCompressionService.test.ts inline mockChat objects, alias
    getHistoryShallow to the same vi.fn() as getHistory so existing
    .mockReturnValue() calls drive both methods.
  - For the design doc, keep our resolved Open Question 2 closure
    rationale and prepend the round-2 blockquote clarifying the
    Background section describes pre-redesign behavior; take main's
    slightly more thorough SUMMARY_RESERVE paragraph where it explains
    both with/without-thinking cases.
  - Replace the round-2 test that asserted "hard-rescue forwards
    consecutiveFailures=3" with a test compatible with the post-merge
    history-access shape (now using getHistoryShallow).

346 core tests passing; CLI typecheck clean for affected files.
Pre-existing provider-config typecheck errors from main's #4287
refactor are unrelated to this PR and not touched here.
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