feat(cli): add self-improve command by DragonnZhang · Pull Request #4161 · QwenLM/qwen-code

DragonnZhang · 2026-05-14T18:01:07Z

Summary

What changed: Added a new /improve slash command that enables Qwen Code to iteratively improve its own codebase within isolated git worktrees. Introduces selfImproveCommand.ts, selfImproveState.ts, SelfImproveSourceDialog.tsx, and supporting changes across the CLI UI.
Why it changed: To provide a structured, self-directed improvement workflow where the agent can analyze, plan, and implement changes in an isolated environment before presenting them for review.
Reviewer focus: Verify the worktree isolation model, state management during improve sessions, and the source selection dialog UX.

Validation

Commands run:

npm run build && npm run typecheck
cd packages/cli && npx vitest run src/ui/commands/selfImproveCommand.test.ts

Prompts / inputs used: /improve followed by improvement descriptions
Expected result: Opens source selection dialog, creates worktree, runs improvement loop
Observed result: Works as expected
Quickest reviewer verification path: Run the test file above, then try /improve in the CLI
Evidence: Test suite passes (140 lines of test coverage)

Scope / Risk

Main risk or tradeoff: Worktree cleanup on failure/interrupt — edge cases around orphaned worktrees if the process is killed mid-operation.
Not covered / not validated: Cross-platform worktree behavior (Windows untested).
Breaking changes / migration notes: None — new command, no existing behavior changed.

Testing Matrix

	🍏	🪟	🐧
npm run	✅	⚠️	⚠️
npx	✅	⚠️	⚠️
Docker	⚠️	⚠️	⚠️

Testing matrix notes:

Core logic and tests validated on macOS
Windows worktree behavior needs separate validation

Linked Issues / Bugs

No linked issues.

🤖 Generated with Qwen Code

github-actions · 2026-05-14T18:03:25Z

📋 Review Summary

This PR introduces a well-architected /self-improve command that enables session-scoped, automated repository improvement loops. The implementation demonstrates solid design with clean separation between state management, UI components, and command processing. The code follows existing project conventions and includes comprehensive test coverage.

🔍 General Feedback

Architecture: Clean separation of concerns between selfImproveCommand.ts (command logic), selfImproveState.ts (state persistence), and SelfImproveSourceDialog.tsx (UI). The design doc clearly outlines the intended behavior.
State Management: Thoughtful use of JSON files under .qwen/self-improve/ with proper error handling for missing/corrupt files.
Test Coverage: 140 lines of tests covering core functionality including source dialog, session startup, and status reporting.
Integration: Minimal, surgical changes to existing files (contexts, dialog manager, command loader) follow established patterns.
Internationalization: Consistent use of t() for all user-facing strings.

🎯 Specific Feedback

🟡 High

packages/cli/src/ui/commands/selfImproveCommand.ts:157 — The buildTickPrompt() function constructs a detailed prompt but hardcodes the "5 repair attempts" rule in the prompt text. This magic number should be a named constant at the module level for clarity and future configurability.
packages/cli/src/ui/commands/selfImproveCommand.ts:204-212 — In startSelfImprove(), the cron job is created before the loop state is fully initialized. If initializeSelfImproveLoopFiles() fails, the cron job remains registered but points to non-existent state. Consider initializing files first, then registering the scheduler.
packages/cli/src/ui/commands/selfImproveState.ts:93-103 — The normalizeConfig() function silently defaults malformed config to safe defaults. While this prevents crashes, it may hide configuration errors from users. Consider logging a warning when normalization occurs.

🟢 Medium

packages/cli/src/ui/commands/selfImproveCommand.ts:78 — The parseInterval() function supports multiple languages (分钟，小时) but the error messages reference these in English only. Ensure consistency or document the localization strategy.
packages/cli/src/ui/commands/selfImproveCommand.ts:100-101 — The cron expression 7 */${value} * * * includes a 7-minute offset to avoid hour-boundary thundering herd. This is a good practice, but should be documented with a comment explaining the intent.
packages/cli/src/ui/components/SelfImproveSourceDialog.tsx:62-76 — The useEffect cleanup pattern is correct, but consider extracting the async loading logic into a separate function for testability and readability.
packages/cli/src/ui/commands/selfImproveCommand.test.ts:46-53 — Tests use a mock scheduler but don't verify that the cron job is properly cleaned up on stop. Add a test case for the stop flow verifying scheduler.delete() is called.

🔵 Low

packages/cli/src/ui/commands/selfImproveCommand.ts:1 — The execFile import from node:child_process is used only for git commands. Consider documenting why execFile is preferred over the git service from @qwen-code/qwen-code-core (which is used elsewhere in the codebase).
packages/cli/src/ui/commands/selfImproveState.ts:188 — The initializeSelfImproveLoopFiles() function writes state.json twice (once via writeSelfImproveLoopState() and once directly). The writeSelfImproveLoopState() already creates the runs directory, making the earlier mkdir call redundant.
packages/cli/src/ui/components/SelfImproveSourceDialog.tsx:145 — The useKeypress handler checks activeIndex < SOURCE_ROWS.length which allows the "User context" input row to be selected, but the navigation logic for onUp/onDown in TextInput (lines 204-205) uses hardcoded indices. Consider defining a constant for USER_CONTEXT_ROW_INDEX = SOURCE_ROWS.length.
packages/cli/src/ui/contexts/UIStateContext.tsx:148 — The isSelfImproveSourceDialogOpen field is added but no corresponding initial state value is shown in this diff. Verify the provider initializes this to false.
packages/cli/src/ui/commands/selfImproveCommand.ts:139 — The describeSources() function returns "none configured" when all sources are disabled. This string could benefit from localization via t().

✅ Highlights

Design Document: Excellent design doc (.qwen/design/2026-05-15-self-improve-command.md) that clearly explains the goal, user commands, state layout, loop behavior, and implementation shape. This makes the PR significantly easier to review.
Session-Scoped Loops: Smart design decision to make loops session-scoped rather than persistent. This reduces complexity around orphaned worktrees and simplifies state management.
Graceful Stop Handling: The stopSelfImprove() function correctly handles both idle and active run scenarios, setting stopRequested: true for graceful shutdown when a run is in progress.
Stale Loop Detection: The statusSelfImprove() function checks if the cron job still exists to detect stale loops (lines 247-249), preventing false "running" status after CLI crashes.
Worktree Isolation: The tick prompt explicitly instructs the agent to work in isolated git worktrees and never overwrite uncommitted user changes—critical safety guarantees.
Test Structure: Well-organized tests using createMockCommandContext test utility, proper cleanup with afterEach, and meaningful assertions on both return values and side effects (file system state).

github-actions · 2026-05-14T18:12:55Z

Code Coverage Summary

Package	Lines	Statements	Functions	Branches
CLI	N/A%	N/A%	N/A%	N/A%
Core	78.39%	78.39%	81.22%	82.78%

CLI Package - Full Text Report

CLI full-text-summary.txt not found at: coverage_artifact/cli/coverage/full-text-summary.txt

Core Package - Full Text Report

-------------------|---------|----------|---------|---------|-------------------
File               | % Stmts | % Branch | % Funcs | % Lines | Uncovered Line #s 
-------------------|---------|----------|---------|---------|-------------------
All files          |   78.39 |    82.78 |   81.22 |   78.39 |                   
 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        |   86.11 |    76.88 |   91.66 |   86.11 |                   
  ...transcript.ts |   88.92 |    76.66 |     100 |   88.92 | ...82,306-307,438 
  ...ent-resume.ts |   81.23 |    69.89 |   77.41 |   81.23 | ...1021,1024-1026 
  ...ound-tasks.ts |   95.13 |    86.61 |     100 |   95.13 | ...06-707,733-734 
  index.ts         |     100 |      100 |     100 |     100 |                   
 src/agents/arena  |   76.98 |    67.92 |   78.72 |   76.98 |                   
  ...gentClient.ts |   79.47 |    88.88 |   81.81 |   79.47 | ...68-183,189-204 
  ArenaManager.ts  |   75.92 |    64.48 |   78.26 |   75.92 | ...1860,1866-1867 
  arena-events.ts  |   64.44 |      100 |      50 |   64.44 | ...71-175,178-183 
  diff-summary.ts  |    87.5 |    73.46 |     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 |   81.14 |     76.7 |   71.42 |   81.14 |                   
  agent-context.ts |     100 |      100 |     100 |     100 |                   
  agent-core.ts    |   76.49 |    72.35 |   60.86 |   76.49 | ...1608,1635-1682 
  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/config        |   77.22 |    79.53 |   63.67 |   77.22 |                   
  config.ts        |    75.3 |    77.68 |   58.93 |    75.3 | ...3383,3394-3406 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  models.ts        |     100 |      100 |     100 |     100 |                   
  storage.ts       |   95.07 |    93.44 |   89.47 |   95.07 | ...66-267,270-271 
 ...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          |   84.76 |    82.91 |   88.78 |   84.76 |                   
  baseLlmClient.ts |   92.67 |    80.48 |   85.71 |   92.67 | ...99,307-321,460 
  client.ts        |   78.98 |    79.67 |   82.75 |   78.98 | ...1563,1602-1605 
  ...tGenerator.ts |    72.1 |    61.11 |     100 |    72.1 | ...63,365,372-375 
  ...lScheduler.ts |   81.12 |    82.25 |   93.47 |   81.12 | ...2334,2386-2390 
  geminiChat.ts    |   88.81 |    84.36 |    87.5 |   88.81 | ...1303,1370-1371 
  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 |   85.71 |    70.58 |     100 |   85.71 | ...90-191,205-214 
  ...issionFlow.ts |   98.59 |    94.73 |     100 |   98.59 | 93                
  prompts.ts       |   89.16 |    86.41 |   76.92 |   89.16 | ...-965,1168-1169 
  tokenLimits.ts   |     100 |    89.47 |     100 |     100 | 51-52             
  ...okTriggers.ts |   99.31 |    90.41 |     100 |   99.31 | 124,135           
  turn.ts          |   96.42 |    88.88 |     100 |   96.42 | ...00,413-414,462 
 ...ntentGenerator |   94.92 |    82.59 |   93.87 |   94.92 |                   
  ...tGenerator.ts |   96.48 |    84.28 |   92.59 |   96.48 | ...01,919-923,963 
  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 |   92.11 |     82.7 |   90.32 |   92.11 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...tGenerator.ts |   92.09 |     82.7 |   90.32 |   92.09 | ...33,843-844,872 
 ...ntentGenerator |   81.66 |    84.08 |    90.9 |   81.66 |                   
  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      |   93.67 |     84.9 |     100 |   93.67 | ...80-481,489,554 
  ...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 |   96.62 |    88.82 |   95.45 |   96.62 |                   
  dashscope.ts     |   97.14 |    89.02 |   93.33 |   97.14 | ...53-254,330-331 
  deepseek.ts      |   95.55 |    90.56 |     100 |   95.55 | ...31-132,145-146 
  default.ts       |   94.62 |    86.36 |   85.71 |   94.62 | 86-87,157-159     
  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     |   60.56 |    79.46 |    78.4 |   60.56 |                   
  ...-converter.ts |   62.35 |    47.82 |      90 |   62.35 | ...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      |   46.91 |     92.3 |   71.87 |   46.91 |                   
  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   |   13.22 |      100 |   16.66 |   13.22 | 88-458,518-568    
  ...onToolGate.ts |     100 |    96.29 |     100 |     100 | 93                
  ...nGenerator.ts |    38.4 |    95.12 |   33.33 |    38.4 | ...16-318,353-383 
 src/generated     |       0 |        0 |       0 |       0 |                   
  git-commit.ts    |       0 |        0 |       0 |       0 | 1-10              
 src/hooks         |   80.63 |    84.35 |   84.16 |   80.63 |                   
  ...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 |   96.37 |    90.54 |     100 |   96.37 | ...89,291-292,365 
  ...entHandler.ts |   95.58 |    84.37 |   92.59 |   95.58 | ...29,682-683,693 
  hookPlanner.ts   |   84.13 |    76.59 |      90 |   84.13 | ...38,144,162-173 
  hookRegistry.ts  |   88.83 |    86.36 |     100 |   88.83 | ...21,326,330,334 
  hookRunner.ts    |   53.94 |     72.6 |   61.11 |   53.94 | ...27-728,737-738 
  hookSystem.ts    |   75.47 |      100 |   56.41 |   75.47 | ...75-576,582-583 
  ...HookRunner.ts |   75.51 |     61.9 |      80 |   75.51 | ...05-406,424-425 
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...SkillHooks.ts |   78.75 |       75 |   66.66 |   78.75 | 62-66,137-152     
  ...oksManager.ts |    96.5 |     91.8 |     100 |    96.5 | ...90,209-210,223 
  ssrfGuard.ts     |   77.22 |    85.36 |     100 |   77.22 | ...57,261-267,273 
  trustedHooks.ts  |       0 |        0 |       0 |       0 | 1-124             
  types.ts         |   90.18 |    90.78 |   85.18 |   90.18 | ...91-392,452-456 
  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           |   33.92 |    44.97 |   45.76 |   33.92 |                   
  ...nfigLoader.ts |   70.27 |    35.89 |   94.73 |   70.27 | ...20-422,426-432 
  ...ionFactory.ts |    4.29 |        0 |       0 |    4.29 | ...20-371,377-394 
  ...Normalizer.ts |   23.09 |    13.72 |   30.43 |   23.09 | ...04-905,909-924 
  ...verManager.ts |   13.52 |    81.25 |   29.16 |   13.52 | ...75-694,700-730 
  ...eLspClient.ts |   17.89 |      100 |       0 |   17.89 | ...37-244,254-258 
  ...LspService.ts |   45.87 |    62.13 |   66.66 |   45.87 | ...1282,1299-1309 
  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        |   67.43 |       76 |   65.62 |   67.43 |                   
  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        |   79.56 |    69.38 |   88.88 |   79.56 | ...40-245,269-280 
  ...ceSelector.ts |   91.86 |    77.27 |     100 |   91.86 | ...07,109-110,118 
  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 |                   
 src/mocks         |       0 |        0 |       0 |       0 |                   
  msw.ts           |       0 |        0 |       0 |       0 | 1-9               
 src/models        |   89.31 |    85.55 |    87.5 |   89.31 |                   
  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 |   98.63 |    92.53 |     100 |   98.63 | 161,323,329       
  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   |   71.18 |    88.73 |   48.57 |   71.18 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...on-manager.ts |   81.42 |    86.66 |      80 |   81.42 | ...29-830,837-846 
  rule-parser.ts   |   95.99 |    93.18 |     100 |   95.99 | ...-864,1013-1015 
  ...-semantics.ts |   58.28 |    85.27 |    30.2 |   58.28 | ...1604-1614,1643 
  types.ts         |     100 |      100 |     100 |     100 |                   
 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/qwen          |   86.01 |    79.48 |   97.18 |   86.01 |                   
  ...tGenerator.ts |   98.64 |    98.18 |     100 |   98.64 | 105-106           
  qwenOAuth2.ts    |   84.99 |    74.81 |   93.33 |   84.99 | ...,985-1001,1031 
  ...kenManager.ts |   83.76 |    76.22 |     100 |   83.76 | ...62-767,788-793 
 src/services      |   85.53 |    84.98 |   90.41 |   85.53 |                   
  ...ionTrailer.ts |     100 |      100 |     100 |     100 |                   
  ...llRegistry.ts |   97.82 |    94.73 |     100 |   97.82 | 172-173           
  ...ionService.ts |   95.75 |    95.49 |     100 |   95.75 | ...23,391,393-397 
  ...ingService.ts |   84.15 |       84 |   82.85 |   84.15 | ...1241,1258-1259 
  ...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 
  fileReadCache.ts |     100 |      100 |     100 |     100 |                   
  ...temService.ts |   89.76 |     85.1 |   88.88 |   89.76 | ...89,191,266-273 
  ...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 |   73.79 |       70 |   94.87 |   73.79 | ...1365,1393-1394 
  ...ionService.ts |   98.13 |     97.8 |   95.45 |   98.13 | ...32-333,380-381 
  ...orRegistry.ts |   96.34 |    91.66 |     100 |   96.34 | ...90-391,542-543 
  sessionRecap.ts  |   12.04 |      100 |       0 |   12.04 | 49-160            
  ...ionService.ts |   90.05 |    79.71 |   96.55 |   90.05 | ...1272,1276-1277 
  sessionTitle.ts  |   93.87 |    69.81 |     100 |   93.87 | ...33-236,267-268 
  ...ionService.ts |   83.01 |    78.66 |   87.75 |   83.01 | ...1482,1488-1493 
  ...UseSummary.ts |   94.73 |    87.71 |     100 |   94.73 | ...73-175,225-226 
  ...reeCleanup.ts |   14.56 |      100 |   33.33 |   14.56 | 58-185            
 ...icrocompaction |   97.69 |    89.79 |     100 |   97.69 |                   
  microcompact.ts  |   97.69 |    89.79 |     100 |   97.69 | ...68,229,233,314 
 src/skills        |    87.5 |     83.8 |   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 | ...1115,1122-1126 
  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     |   83.13 |    80.24 |   95.23 |   83.13 |                   
  ...tin-agents.ts |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...-selection.ts |     100 |      100 |     100 |     100 |                   
  ...nt-manager.ts |   77.21 |    72.09 |   92.85 |   77.21 | ...1180,1202-1203 
  types.ts         |     100 |      100 |     100 |     100 |                   
  validation.ts    |   92.46 |    95.18 |     100 |   92.46 | 51-56,69-74,78-83 
 src/telemetry     |   73.63 |    85.77 |   77.73 |   73.63 |                   
  config.ts        |     100 |      100 |     100 |     100 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  ...-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 |   92.77 |     87.3 |     100 |   92.77 | 79-93,379-383     
  ...etry-utils.ts |     100 |      100 |     100 |     100 |                   
  ...l-decision.ts |     100 |      100 |     100 |     100 |                   
  ...e-id-utils.ts |     100 |      100 |     100 |     100 |                   
  tracer.ts        |    99.3 |    91.83 |     100 |    99.3 | 53                
  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 |    95.83 |   73.52 |   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 |    97.05 |   68.96 |   91.19 | ...38,202-203,216 
  ...aceContext.ts |     100 |      100 |     100 |     100 |                   
 src/tools         |   77.36 |    81.41 |   85.77 |   77.36 |                   
  ...erQuestion.ts |   88.93 |    76.74 |    90.9 |   88.93 | ...39-340,347-348 
  cron-create.ts   |   97.75 |    88.88 |   83.33 |   97.75 | 30-31             
  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          |   78.01 |    84.76 |   73.33 |   78.01 | ...86-687,774-824 
  ...r-worktree.ts |   82.43 |    68.75 |    87.5 |   82.43 | ...67-170,236-237 
  exit-worktree.ts |   83.47 |       84 |    90.9 |   83.47 | ...84-285,290-303 
  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 |   69.73 |    75.29 |   71.42 |   69.73 | ...29-732,749-786 
  mcp-client.ts    |   33.18 |    77.41 |   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       |   92.27 |    83.94 |      92 |   92.27 | ...18,547-550,563 
  ...nforcement.ts |   82.44 |       90 |     100 |   82.44 | 174-185,234-247   
  read-file.ts     |   95.07 |     88.6 |      90 |   95.07 | ...99,290-293,296 
  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  |   89.32 |    91.66 |   83.33 |   89.32 | 44-45,68-76       
  shell.ts         |   72.18 |    80.23 |   89.65 |   72.18 | ...3659,3708-3714 
  skill-utils.ts   |     100 |      100 |     100 |     100 |                   
  skill.ts         |   88.11 |    91.17 |   84.61 |   88.11 | ...95,399,422-444 
  ...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     |   85.42 |    84.09 |   84.61 |   85.42 | ...05-410,432-433 
  tool-error.ts    |     100 |      100 |     100 |     100 |                   
  tool-names.ts    |     100 |      100 |     100 |     100 |                   
  tool-registry.ts |   74.79 |       75 |   80.48 |   74.79 | ...92-793,801-802 
  tool-search.ts   |   95.19 |    86.48 |    92.3 |   95.19 | ...47-153,208-213 
  tools.ts         |   91.98 |    90.19 |   88.88 |   91.98 | ...50-451,467-473 
  web-fetch.ts     |   88.59 |    79.48 |    92.3 |   88.59 | ...12-313,315-316 
  write-file.ts    |    79.2 |    79.26 |   83.33 |    79.2 | ...39-642,654-689 
 src/tools/agent   |   73.19 |    82.18 |   74.24 |   73.19 |                   
  agent.ts         |   73.39 |     82.5 |      75 |   73.39 | ...2095,2131-2138 
  fork-subagent.ts |   69.62 |    71.42 |   66.66 |   69.62 | ...04-105,140-151 
 src/utils         |   88.73 |    87.31 |   93.51 |   88.73 |                   
  LruCache.ts      |       0 |        0 |       0 |       0 | 1-41              
  ...ssageQueue.ts |     100 |      100 |     100 |     100 |                   
  ...cFileWrite.ts |   76.08 |    44.44 |     100 |   76.08 | 61-70,72          
  bareMode.ts      |   27.27 |      100 |       0 |   27.27 | 9-15,18-19        
  browser.ts       |    7.69 |      100 |       0 |    7.69 | 17-56             
  ...igResolver.ts |     100 |      100 |     100 |     100 |                   
  ...engthError.ts |   89.11 |    86.66 |     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 |    79.59 |   53.33 |   70.92 | ...03-219,223-229 
  fetch.ts         |   70.18 |    71.42 |   71.42 |   70.18 | ...42,148,161,186 
  fileUtils.ts     |   91.41 |    86.07 |      95 |   91.41 | ...1182,1186-1192 
  forkedAgent.ts   |    78.5 |    70.73 |   85.71 |    78.5 | ...30-436,441-447 
  formatters.ts    |   54.54 |       50 |     100 |   54.54 | 12-16             
  ...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      |   56.66 |    85.71 |      75 |   56.66 | ...2,72-73,97-148 
  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 |                   
  ...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       |   98.55 |    96.87 |     100 |   98.55 | 103               
  ...kerChecker.ts |   82.55 |    78.57 |     100 |   82.55 | 68-69,79-84,92-98 
  notebook.ts      |   94.35 |    84.78 |     100 |   94.35 | ...10,122,174-176 
  openaiLogger.ts  |   88.05 |    84.09 |     100 |   88.05 | ...44-146,169-174 
  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 |   87.96 |    86.95 |     100 |   87.96 | ...05-207,223-234 
  retry.ts         |   89.81 |    88.05 |     100 |   89.81 | ...29,350,357-358 
  ripgrepUtils.ts  |   46.53 |    84.37 |   66.66 |   46.53 | ...32-233,245-322 
  ...sDiscovery.ts |   97.42 |    92.85 |     100 |   97.42 | ...04,182-183,202 
  ...tchOptions.ts |   81.72 |    85.04 |   95.23 |   81.72 | ...11,536,565-574 
  runtimeStatus.ts |   85.58 |    82.05 |     100 |   85.58 | ...81,231-237,239 
  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 |    89.55 |     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     |   98.73 |    94.59 |     100 |   98.73 | 111               
  ...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 |    84.31 |     100 |      92 | 49-53,65-69       
 ...ils/filesearch |   85.77 |    81.06 |   96.42 |   85.77 |                   
  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                 
-------------------|---------|----------|---------|---------|-------------------

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feat(cli): add self-improve command

8f405d9

fix(cli): harden self-improve status output

9ac38dc

DragonnZhang force-pushed the dragon/feat-self-improve branch from 8b4852a to 9ac38dc Compare May 14, 2026 18:13

github-actions Bot mentioned this pull request May 15, 2026

📊 AI CLI 工具社区动态日报 2026-05-15 gsscsd/big_model_radar#346

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feat(cli): add self-improve command#4161

feat(cli): add self-improve command#4161
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