Skip to content

feat(tools): add ToolSearch for on-demand loading of deferred tool schemas#3589

Merged
wenshao merged 33 commits into
mainfrom
x3
May 10, 2026
Merged

feat(tools): add ToolSearch for on-demand loading of deferred tool schemas#3589
wenshao merged 33 commits into
mainfrom
x3

Conversation

@wenshao

@wenshao wenshao commented Apr 24, 2026

Copy link
Copy Markdown
Collaborator

Summary

Two independent features sharing the same branch:

  1. ToolSearch for on-demand deferred tool schemas — shrinks the
    default tool-declaration list by hiding MCP tools and a few
    low-frequency built-ins behind a discovery tool. A typical 39-tool
    setup previously spent ~15K tokens per request on declarations.
  2. --json-schema headless structured output — registers a
    synthetic structured_output tool whose parameter schema IS the
    user-supplied JSON Schema. In qwen -p mode the first valid call
    terminates the session and exposes the validated payload via the
    result message's structured_result field.

Feature 1 — ToolSearch / deferred tools

Mechanism

  • DeclarativeTool base class gains three optional flags:
    • shouldDefer — hide from initial function-declaration list
    • alwaysLoad — always include even when deferred is the default
    • searchHint — optional keywords for fuzzy-match scoring
  • ToolRegistry.getFunctionDeclarations() filters out deferred tools by
    default. New { includeDeferred: true } opts back in.
  • revealDeferredTool(name) / unrevealDeferredTool(name) /
    isDeferredToolRevealed(name) / clearRevealedDeferredTools()
    track per-session "revealed" state.
  • getDeferredToolSummary() returns a compact {name, description}
    list for the system-prompt section.
  • getCoreSystemPrompt / getCustomSystemPrompt accept an optional
    deferredTools argument and append a "Deferred Tools" section.
  • ToolSearch supports two query modes:
    • select:Name1,Name2 — exact lookup (case-insensitive, deduped,
      capped by max_results)
    • keyword search with +must-word required-term prefix
  • max_results: integer, [1, HARD_MAX_RESULTS=20], default 5; out-of-
    range values fail at tool.build() time, in-range values are clamped
    internally as a defense.
  • Scoring (mirrors Claude Code spec weights): built-in 10/5/4/2 on
    exact-name/substring/searchHint/description; MCP 12/6 on
    exact-name/substring to bias toward surfacing MCP.
  • After matching, ToolSearch loads the schema via ensureTool, marks it
    revealed, and calls client.setTools() so the next API request
    includes the schema. If setTools() throws, the call's reveals are
    rolled back (keeps the registry consistent with the chat's
    declaration list) and a ToolResult.error is returned so the agent
    can choose to retry — no silent debug-only swallow.

Default deferred tools

  • All MCP tools (always deferred — discovery is the only way to reach
    them, hence the scoring boost above)
  • Built-in: lsp, cron_create, cron_list, cron_delete,
    ask_user_question, exit_plan_mode

Edge cases covered

  • Subagent wildcard (tools: ['*']) inheritance keeps includeDeferred: true so existing configs that relied on MCP via wildcard still work.
  • resetChat (/clear) clears revealed state for a clean slate;
    compression path (startChat(newHistory)) preserves it so cross-turn
    revealed tools survive compaction.
  • Resume support: startChat scans history for prior function calls to
    deferred tools and re-reveals them before setTools() runs, so the
    API doesn't reject follow-up calls when resuming a transcript.
  • When ToolSearch is filtered out by the permission manager, the
    system prompt omits the "Deferred Tools" section to avoid advertising
    an unreachable tool.
  • Already-revealed tools are pruned from keyword-search candidates
    (collectCandidates filter) so the model doesn't waste a lookup
    call on schemas it already has. select: mode is unaffected so the
    model can still re-inspect a loaded tool's schema.
  • contextCommand and agent wildcard inheritance use
    { includeDeferred: true } so token accounting and inheritance
    semantics stay consistent with pre-change behavior.

Feature 2 — --json-schema headless structured output

CLI

qwen -p "..." --json-schema '<inline JSON schema>' [--output-format json]
qwen -p "..." --json-schema @/path/to/schema.json

Mechanism

  • resolveJsonSchemaArg (CLI parse time): reads inline JSON or @path,
    parses it, runs SchemaValidator.compileStrict (a dedicated Ajv
    configured with strictSchema: true to catch unknown-keyword typos
    like propertees, plus allowUnionTypes: true for spec-valid
    type: ["a","b"] unions, and explicit opt-outs of strictRequired
    / strictTypes / validateFormats so spec-valid shapes such as
    {type:'object', required:['x']} and custom format values aren't
    rejected as lint failures), and rejects any non-object root
    (top-level type must be "object" or a type-array containing
    "object"; absent type is allowed for {} / composition cases).
    Bad schemas fail at parse time so they cannot silently no-op at
    runtime.
  • SyntheticOutputTool (registered only when jsonSchema is set):
    alwaysLoad: true, shouldDefer: false. Its parameter schema IS the
    user-supplied schema, so BaseDeclarativeTool.validateToolParams
    (Ajv) gates the model's args before execute() runs. Validation
    errors flow back to the model, which can retry with corrected fields.
  • runNonInteractive: when the synthetic tool's first successful call
    is detected, the loop aborts background tasks and emits a result
    message with structured_result: <model-supplied payload> and
    result: JSON.stringify(payload).
  • Plain-text fallback: if the model emits text instead of calling
    structured_output, the runtime sets process.exitCode = 1, writes
    qwen --json-schema: Model produced plain text… to stderr, and emits
    an error result. The exit code now actually propagates to the shell
    (the headless main() was hardcoding process.exit(0) regardless).

Review-driven hardening

Commit Issue closed
a17a357 max_results schema declared as integer w/ min/max/default; execute() matches the AbortSignal contract
1fa1d75 setTools() failure surfaces as a tool error; keyword search excludes already-revealed tools
e8712eb Headless main() honors process.exitCode instead of hardcoding process.exit(0)
38726567 --json-schema rejects non-object roots and arrays; compileStrict switched from the project-wide lenient Ajv to a dedicated instance with strictSchema: true so unknown-keyword typos surface (later refined in 9c031da0 — see below)
9c031da0 compileStrict swaps the broad strict: true (which also enabled strictRequired/strictTypes/validateFormats) for the targeted strictSchema: true plus explicit opt-outs, so spec-valid schemas like {type:'object', required:['x']} and custom-format fields aren't rejected as lint failures
6153efb setTools() failure rolls back this call's reveals so the registry stays consistent with the chat's declaration list
210ec2b compileStrict accepts spec-valid type unions (["string","number"], ["object","null"]) via allowUnionTypes: true; CLI guard treats type-arrays containing "object" as object-allowed
7f235c2 select: mode now also honors max_results so select:a,b,c,… cannot return unbounded schemas

Tests

L1 unit (deterministic, mocked LLM, ~ms each)

  • tool-search.test.ts (25 cases): tokenize, scoreTool weights, both
    query modes, max_results schema rejection / cap (keyword AND
    select), +must-word filter, reveal propagation, empty query,
    setTools() throws → error result + reveal rollback.
  • tool-registry.test.ts (5 new cases): filter, includeDeferred,
    alwaysLoad, reveal, summary sorting + clearRevealedDeferredTools.
  • schemaValidator.test.ts (38 cases including 6 new): compileStrict
    rejects null/undefined/string/array; flags unknown keywords (typos);
    accepts type-union arrays.
  • jsonSchemaArg.test.ts (13 cases): inline + @path + parse errors +
    array root rejection + non-object type rejection + type-array with
    "object" accepted.
  • syntheticOutput.test.ts, nonInteractiveCli.test.ts (2 new):
    registration; structured_output success path emits structuredResult
    and stops in one turn; plain-text fallback sets process.exitCode=1
    and writes the contract violation to stderr.

L2 integration (real CLI binary, real LLM, smoke)

  • integration-tests/cli/json-schema.test.ts (6 cases): inline
    schema → structured_result.answer; @path schema; parse-time
    failures (invalid JSON / invalid Schema / missing file);
    --exclude-tools structured_output forces the plain-text path and
    asserts is_error: true + exitCode: 1.
  • integration-tests/cli/tool-search.test.ts (3 cases): select:
    invoke (asserts call order so a missed reveal would surface as an
    unknown-tool API error); keyword search; feature-flag-off negative.

Test plan

  • tsc --noEmit on packages/core and packages/cli
  • vitest run on packages/core and packages/cli
  • L2 integration against a real model — all green
  • Manual: attach an MCP server, verify ToolSearch is invoked when
    the model needs an MCP tool, and the schema appears in the next
    request
  • Manual: /clear and verify deferred list is re-announced without
    stale revealed state
  • Manual: qwen --resume a session that used a deferred tool,
    verify the tool is callable without calling ToolSearch again

Deferred to follow-up PRs (replied on threads)

  • structured_output + side-effect tool race in same model response
    (needs pre-scan + synthesized "skipped" tool_results — design
    overlaps with feat(cli): add --json-schema for structured output in headless mode #3598)
  • + prefix parsing edge cases (C++, + slack)
  • instanceof DiscoveredMCPTool hard couple (replace with type tag)
  • Synthetic tool registered in interactive mode (description claims
    exclusivity but interactive mode doesn't honor it)
  • Resume-history scan O(history × parts) early-exit
  • Deferred-tools system-prompt section count cap
  • revealedDeferred not pruned on MCP server disconnect
  • Deeper root-shape analysis for --json-schema (anyOf/oneOf/not
    combinators that forbid object root)
  • File-size cap on --json-schema @path
  • structured_result field on canonical CLIResultMessageSuccess type
  • DeclarativeTool 10-positional-param constructor → options object
  • MCP description prompt-injection in deferred-tools section
  • Resume scan should check functionResponse error/denial state before
    re-revealing

@wenshao

wenshao commented Apr 24, 2026

Copy link
Copy Markdown
Collaborator Author

Manual test results (tmux, dev mode against real API)

All three test-plan items verified end-to-end. Used ask_user_question as the deferred tool (no MCP server needed for the flow to exercise).

Test A — deferred tool discovery

Prompt: "请用 ask_user_question 工具问我喜欢哪种颜色(红/蓝/绿)"

Model trajectory:

  1. ToolSearch select:ask_user_question → Loaded 1 tool(s)
  2. AskUserQuestion — prompt dialog appeared → selected Red
  3. Response: "You chose Red."

Confirms: the model sees ask_user_question listed in the "Deferred Tools" prompt section but has no schema, so it calls ToolSearch first; the reveal + setTools() re-sync lands the schema in the next request and the follow-up call succeeds.

Test B — /clear resets revealed state

After /clear, sent a similar prompt. Model's internal reasoning line:

First, I need to fetch the schema for the tool in order to proceed correctly.

Trajectory repeats: ToolSearchAskUserQuestion. Confirms resetChat()clearRevealedDeferredTools() does clear the session-scoped revealed set.

Test C — qwen --resume <id> re-reveals from history

/quit then qwen --resume 5104ffec-…. Sent a new ask_user_question-requiring prompt. Model directly called AskUserQuestionno ToolSearch step. Confirms the resume-path scan in startChat walks the loaded history, finds the prior functionCall to ask_user_question, and re-reveals it before setTools() runs.

Incidental observations

  • /tools lists ToolSearch.
  • /context detail shows tool_search at ~294 tokens alongside the deferred built-ins (ask_user_question 755, exit_plan_mode 466), and the summary math stays consistent thanks to the { includeDeferred: true } fix in contextCommand.
  • Cross-turn persistence inside a single session confirmed: asking again within the same session after a successful reveal skips ToolSearch.

Cost

6 API requests, 60,204 input tokens / 195 output tokens, 89.3% cache hit rate.

@github-actions

github-actions Bot commented Apr 24, 2026

Copy link
Copy Markdown
Contributor

Code Coverage Summary

Package Lines Statements Functions Branches
CLI 58.54% 58.54% 73.9% 79.95%
Core 77.13% 77.13% 80.05% 82.45%
CLI Package - Full Text Report
-------------------|---------|----------|---------|---------|-------------------
File               | % Stmts | % Branch | % Funcs | % Lines | Uncovered Line #s 
-------------------|---------|----------|---------|---------|-------------------
All files          |   58.54 |    79.95 |    73.9 |   58.54 |                   
 src               |    69.6 |    64.28 |   74.19 |    69.6 |                   
  gemini.tsx       |   60.14 |    58.88 |   66.66 |   60.14 | ...58-770,778,792 
  ...ractiveCli.ts |   72.43 |     62.5 |   72.72 |   72.43 | ...93,915-916,944 
  ...liCommands.ts |   73.92 |     72.5 |     100 |   73.92 | ...40-264,289,389 
  ...ActiveAuth.ts |     100 |     87.5 |     100 |     100 | 66-80             
 ...cp-integration |   51.51 |     66.3 |   58.82 |   51.51 |                   
  acpAgent.ts      |   53.64 |    66.66 |   65.51 |   53.64 | ...54-856,870-878 
  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 |   76.01 |    70.48 |      84 |   76.01 |                   
  ...ryReplayer.ts |   65.93 |    75.67 |   81.81 |   65.93 | ...40-255,268-269 
  Session.ts       |   75.11 |    68.75 |    85.1 |   75.11 | ...2455,2461-2464 
  ...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 |   89.69 |    85.89 |   94.11 |   89.69 |                   
  LlmRewriter.ts   |   80.53 |    79.31 |     100 |   80.53 | ...17-119,170-174 
  ...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/auth          |   97.68 |    94.85 |   95.45 |   97.68 |                   
  allProviders.ts  |     100 |      100 |     100 |     100 |                   
  ...iderConfig.ts |    97.6 |    95.04 |     100 |    97.6 | ...61,411,433-434 
  types.ts         |       0 |        0 |       0 |       0 | 1                 
 src/auth/install  |     100 |    94.44 |     100 |     100 |                   
  ...nstallPlan.ts |     100 |    94.44 |     100 |     100 | 25,104            
 ...viders/alibaba |   97.57 |    85.71 |   66.66 |   97.57 |                   
  ...baStandard.ts |     100 |      100 |     100 |     100 |                   
  codingPlan.ts    |   94.93 |    85.71 |   66.66 |   94.93 | 87-89,94          
  tokenPlan.ts     |     100 |      100 |     100 |     100 |                   
 ...oviders/custom |     100 |      100 |     100 |     100 |                   
  ...omProvider.ts |     100 |      100 |     100 |     100 |                   
 ...roviders/oauth |    91.5 |    77.03 |   97.05 |    91.5 |                   
  openrouter.ts    |   84.37 |    33.33 |     100 |   84.37 | 43-48             
  ...outerOAuth.ts |    91.9 |    79.06 |   96.87 |    91.9 | ...53-655,699-701 
 ...ers/thirdParty |     100 |      100 |     100 |     100 |                   
  deepseek.ts      |     100 |      100 |     100 |     100 |                   
  idealab.ts       |     100 |      100 |     100 |     100 |                   
  minimax.ts       |     100 |      100 |     100 |     100 |                   
  zai.ts           |     100 |      100 |     100 |     100 |                   
 src/commands      |   62.18 |      100 |    9.52 |   62.18 |                   
  auth.ts          |   46.91 |      100 |       0 |   46.91 | ...0,89-96,99-100 
  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          
 src/commands/auth |    68.1 |    84.04 |   63.63 |    68.1 |                   
  handler.ts       |   62.86 |    78.12 |   42.85 |   62.86 | ...94,590,649-653 
  ...veSelector.ts |     100 |    96.66 |     100 |     100 | 58                
 ...mmands/channel |   39.17 |    79.45 |      50 |   39.17 |                   
  ...l-registry.ts |    8.57 |      100 |       0 |    8.57 | 6-21,24-42        
  config-utils.ts  |   91.89 |      100 |   66.66 |   91.89 | 20-25             
  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 |   84.53 |    88.95 |   81.81 |   84.53 |                   
  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        |   92.37 |    83.75 |   85.36 |   92.37 |                   
  auth.ts          |   86.98 |    80.32 |     100 |   86.98 | ...26-227,243-244 
  config.ts        |   86.78 |    82.61 |   73.91 |   86.78 | ...1490,1514-1515 
  keyBindings.ts   |   96.03 |       50 |     100 |   96.03 | 161-164           
  ...idersScope.ts |      92 |       90 |     100 |      92 | 11-12             
  sandboxConfig.ts |    58.9 |    61.53 |   66.66 |    58.9 | ...54-68,73,77-89 
  settings.ts      |   85.51 |    87.19 |   86.48 |   85.51 | ...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          |   48.26 |    76.19 |   38.88 |   48.26 |                   
  index.ts         |   26.92 |    76.92 |   26.66 |   26.92 | ...38-239,249-260 
  languages.ts     |    98.7 |       75 |     100 |    98.7 | 110               
 src/i18n/locales  |       0 |        0 |       0 |       0 |                   
  ca.js            |       0 |        0 |       0 |       0 | 1-2146            
  de.js            |       0 |        0 |       0 |       0 | 1-2069            
  en.js            |       0 |        0 |       0 |       0 | 1-2138            
  fr.js            |       0 |        0 |       0 |       0 | 1-2102            
  ja.js            |       0 |        0 |       0 |       0 | 1-1560            
  pt.js            |       0 |        0 |       0 |       0 | 1-2060            
  ru.js            |       0 |        0 |       0 |       0 | 1-2065            
  zh-TW.js         |       0 |        0 |       0 |       0 | 1-1700            
  zh.js            |       0 |        0 |       0 |       0 | 1-1939            
 ...nonInteractive |   72.67 |    72.14 |   74.07 |   72.67 |                   
  session.ts       |   76.86 |    70.45 |   85.71 |   76.86 | ...78-779,787-797 
  types.ts         |    42.5 |      100 |   33.33 |    42.5 | ...80-581,584-585 
 ...active/control |   77.55 |    88.23 |      80 |   77.55 |                   
  ...rolContext.ts |    7.69 |        0 |       0 |    7.69 | 47-79             
  ...Dispatcher.ts |   91.66 |    91.83 |   88.88 |   91.66 | ...54-372,388,391 
  ...rolService.ts |       8 |        0 |       0 |       8 | 46-179            
 ...ol/controllers |    7.04 |       80 |   13.33 |    7.04 |                   
  ...Controller.ts |   19.32 |      100 |      60 |   19.32 | 81-118,127-210    
  ...Controller.ts |       0 |        0 |       0 |       0 | 1-56              
  ...Controller.ts |    3.96 |      100 |   11.11 |    3.96 | ...61-379,389-494 
  ...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 |   97.62 |    93.22 |   95.18 |   97.62 |                   
  ...putAdapter.ts |   97.37 |    92.14 |   98.07 |   97.37 | ...1373,1398-1399 
  ...putAdapter.ts |      96 |    91.66 |   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/services      |   91.41 |    90.98 |   97.56 |   91.41 |                   
  ...mandLoader.ts |     100 |     92.3 |     100 |     100 | 90                
  ...killLoader.ts |     100 |    96.15 |     100 |     100 | 44                
  ...andService.ts |    98.7 |      100 |     100 |    98.7 | 107               
  ...mandLoader.ts |   86.83 |    83.87 |     100 |   86.83 | ...30-335,340-345 
  ...omptLoader.ts |   75.32 |    80.64 |   83.33 |   75.32 | ...05-206,272-273 
  ...mandLoader.ts |     100 |      100 |     100 |     100 |                   
  ...nd-factory.ts |      91 |     90.9 |     100 |      91 | 123,132-139       
  ...ation-tool.ts |     100 |    95.45 |     100 |     100 | 125               
  ...ndMetadata.ts |   98.18 |    96.66 |     100 |   98.18 | 81,85             
  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 |   85.95 |    86.42 |   90.47 |   85.95 |                   
  DataProcessor.ts |   85.68 |    86.46 |   92.85 |   85.68 | ...1110,1114-1121 
  ...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            |   64.91 |    66.99 |   54.76 |   64.91 |                   
  App.tsx          |     100 |      100 |     100 |     100 |                   
  AppContainer.tsx |   67.72 |    61.38 |      75 |   67.72 | ...2374,2378-2382 
  ...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        |   52.72 |      100 |   23.52 |   52.72 | ...52,54-55,60-61 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  keyMatchers.ts   |   95.91 |    96.42 |     100 |   95.91 | 25-26             
  ...tic-colors.ts |     100 |      100 |     100 |     100 |                   
  textConstants.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |     100 |      100 |     100 |     100 |                   
 src/ui/auth       |   48.01 |    58.73 |   21.42 |   48.01 |                   
  AuthDialog.tsx   |   64.26 |    44.44 |   16.66 |   64.26 | ...59,366-388,392 
  ...nProgress.tsx |       0 |        0 |       0 |       0 | 1-64              
  ...etupSteps.tsx |    9.61 |      100 |       0 |    9.61 | ...35-352,391-476 
  useAuth.ts       |   76.63 |    68.29 |     100 |   76.63 | ...48,493-499,560 
  ...rSetupFlow.ts |   44.61 |    33.33 |      50 |   44.61 | ...57-378,395-438 
 src/ui/commands   |   65.11 |    79.02 |   64.05 |   65.11 |                   
  aboutCommand.ts  |     100 |    85.71 |     100 |     100 | 36                
  agentsCommand.ts |   72.97 |      100 |      20 |   72.97 | ...32,37-38,42-44 
  ...odeCommand.ts |     100 |      100 |     100 |     100 |                   
  arenaCommand.ts  |   33.13 |    67.64 |    37.5 |   33.13 | ...60-565,644-649 
  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    |   77.35 |    66.66 |      50 |   77.35 | 21-22,60-69       
  clearCommand.ts  |   90.58 |    73.68 |      50 |   90.58 | ...46,74-75,93-94 
  ...essCommand.ts |   63.39 |       48 |      50 |   63.39 | ...48-149,163-166 
  ...extCommand.ts |   34.32 |    19.23 |   36.36 |   34.32 | ...26-527,532-533 
  copyCommand.ts   |   98.28 |    94.89 |     100 |   98.28 | ...80,280,321,327 
  deleteCommand.ts |     100 |      100 |     100 |     100 |                   
  ...ryCommand.tsx |   66.11 |    76.74 |   55.55 |   66.11 | ...05-306,315-323 
  docsCommand.ts   |   96.07 |     87.5 |      50 |   96.07 | 20-21             
  doctorCommand.ts |     100 |    93.33 |     100 |     100 | 21                
  dreamCommand.ts  |      75 |    66.66 |   66.66 |      75 | 22-27,44-47       
  editorCommand.ts |     100 |      100 |     100 |     100 |                   
  exportCommand.ts |   57.09 |    91.66 |   33.33 |   57.09 | ...53-354,362-363 
  ...onsCommand.ts |   45.08 |    85.71 |   27.27 |   45.08 | ...37-238,247-248 
  forgetCommand.ts |   26.82 |      100 |      50 |   26.82 | 18-51             
  helpCommand.ts   |     100 |      100 |     100 |     100 |                   
  hooksCommand.ts  |   19.04 |       25 |      20 |   19.04 | ...86-187,204-205 
  ideCommand.ts    |   57.33 |    57.69 |   35.29 |   57.33 | ...05-306,310-324 
  initCommand.ts   |   84.33 |    72.72 |     100 |   84.33 | 68,82-87,89-94    
  ...ghtCommand.ts |    72.8 |    66.66 |   83.33 |    72.8 | ...31-245,250-273 
  ...ageCommand.ts |   89.43 |    82.35 |   76.92 |   89.43 | ...23-326,349-350 
  ...elsCommand.ts |     100 |      100 |     100 |     100 |                   
  mcpCommand.ts    |    87.5 |      100 |      50 |    87.5 | 14-15             
  memoryCommand.ts |    87.5 |      100 |      50 |    87.5 | 14-15             
  modelCommand.ts  |   74.56 |    79.06 |   71.42 |   74.56 | ...91-200,223-228 
  ...onsCommand.ts |     100 |      100 |     100 |     100 |                   
  planCommand.ts   |   78.82 |    76.92 |     100 |   78.82 | 30-35,51-56,68-73 
  quitCommand.ts   |   93.93 |      100 |      50 |   93.93 | 15-16             
  recapCommand.ts  |   21.81 |      100 |      50 |   21.81 | 24-73             
  ...berCommand.ts |   32.43 |      100 |      50 |   32.43 | 23-57             
  renameCommand.ts |   85.61 |    78.18 |     100 |   85.61 | ...15-322,329-334 
  ...oreCommand.ts |    92.3 |     87.5 |     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  |   84.02 |    81.25 |      50 |   84.02 | ...32-133,143-146 
  ...ineCommand.ts |     100 |      100 |     100 |     100 |                   
  ...aryCommand.ts |    6.51 |      100 |      50 |    6.51 | 28-323            
  tasksCommand.ts  |   77.45 |    73.43 |     100 |   77.45 | ...55-159,181-186 
  ...tupCommand.ts |     100 |      100 |     100 |     100 |                   
  themeCommand.ts  |     100 |      100 |     100 |     100 |                   
  toolsCommand.ts  |   95.23 |      100 |      50 |   95.23 | 18-19             
  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 |   60.93 |    75.19 |   66.47 |   60.93 |                   
  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    |   89.39 |       75 |     100 |   89.39 | 35,37-42,44       
  ...odeDialog.tsx |     9.7 |      100 |       0 |     9.7 | 35-47,50-182      
  AsciiArt.ts      |     100 |      100 |     100 |     100 |                   
  ...Indicator.tsx |   14.63 |      100 |       0 |   14.63 | 18-56             
  ...TextInput.tsx |   77.01 |       76 |     100 |   77.01 | ...20,234-236,263 
  Composer.tsx     |   79.48 |    57.14 |     100 |   79.48 | ...-77,95,134,147 
  ...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 |   12.53 |      100 |       0 |   12.53 | 63-470            
  ...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       |   79.67 |    58.06 |     100 |   79.67 | ...98-102,104-108 
  ...ngSpinner.tsx |   68.42 |       80 |      50 |   68.42 | 35-52,73,80-81    
  Header.tsx       |   98.38 |    92.59 |     100 |   98.38 | 139,141           
  Help.tsx         |   98.32 |    89.88 |     100 |   98.32 | ...24,381,447-448 
  ...emDisplay.tsx |   63.22 |     37.5 |     100 |   63.22 | ...25-334,337,340 
  ...ngeDialog.tsx |     100 |      100 |     100 |     100 |                   
  InputPrompt.tsx  |   82.25 |    77.43 |   83.33 |   82.25 | ...1347,1412,1462 
  ...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 
  ...elsDialog.tsx |   16.07 |    89.18 |      50 |   16.07 | ...58-159,162-648 
  MemoryDialog.tsx |   53.21 |    51.21 |   57.14 |   53.21 | ...54,366,379-381 
  ...geDisplay.tsx |       0 |        0 |       0 |       0 | 1-41              
  ModelDialog.tsx  |   76.31 |    54.94 |     100 |   76.31 | ...05-521,578-582 
  ...tsDisplay.tsx |     100 |    96.96 |     100 |     100 | 234               
  ...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 |   88.14 |    83.87 |     100 |   88.14 | ...01-105,133-138 
  PrepareLabel.tsx |   91.66 |    76.19 |     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 |    4.45 |      100 |       0 |    4.45 | 28-92,100-328     
  ...ionPicker.tsx |   85.77 |       80 |     100 |   85.77 | ...89-301,335-337 
  ...onPreview.tsx |   91.73 |    78.26 |     100 |   91.73 | ...,70-71,126-128 
  ...ryDisplay.tsx |     100 |      100 |     100 |     100 |                   
  ...putPrompt.tsx |   72.56 |       80 |      40 |   72.56 | ...06-109,114-117 
  ...ngsDialog.tsx |   66.88 |    73.52 |     100 |   66.88 | ...11-819,825-826 
  ...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 |                   
  ...yTodoList.tsx |   94.17 |       80 |     100 |   94.17 | 56-57,131-134     
  ...nsDisplay.tsx |   80.43 |    57.14 |     100 |   80.43 | ...34-136,143-145 
  ThemeDialog.tsx  |   89.95 |    46.15 |      75 |   89.95 | ...71-173,243-245 
  Tips.tsx         |   93.75 |       75 |     100 |   93.75 | 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            
 ...nts/agent-view |    25.2 |       90 |      10 |    25.2 |                   
  ...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  |    8.13 |      100 |       0 |    8.13 | 39-59,64-187      
  ...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 |   76.62 |    83.66 |   85.71 |   76.62 |                   
  ...sksDialog.tsx |   71.23 |    78.83 |   73.33 |   71.23 | ...1066,1142-1144 
  ...TasksPill.tsx |   70.83 |    86.95 |     100 |   70.83 | 44,84-96,104-112  
  ...gentPanel.tsx |   99.52 |    93.18 |     100 |   99.52 | 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 |   54.77 |    94.23 |   66.66 |   54.77 |                   
  ...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 |   88.35 |    94.73 |      80 |   88.35 | 51-52,58-71,105   
  ...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 |   72.24 |    70.52 |      80 |   72.24 |                   
  ...etailStep.tsx |   96.52 |       75 |     100 |   96.52 | 33,37,50,59       
  ...etailStep.tsx |   93.27 |    73.68 |     100 |   93.27 | 41-42,99-104,110  
  ...abledStep.tsx |     100 |      100 |     100 |     100 |                   
  ...sListStep.tsx |     100 |      100 |     100 |     100 |                   
  ...entDialog.tsx |   36.09 |    47.05 |      50 |   36.09 | ...49,453-466,470 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  index.ts         |       0 |        0 |       0 |       0 | 1-13              
  types.ts         |     100 |      100 |     100 |     100 |                   
 ...components/mcp |    20.2 |    84.61 |   81.81 |    20.2 |                   
  ...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         |   96.42 |    87.09 |     100 |   96.42 | 21,96-97          
 ...ents/mcp/steps |    6.65 |      100 |       0 |    6.65 |                   
  ...icateStep.tsx |     5.1 |      100 |       0 |     5.1 | 34-95,98-334      
  ...electStep.tsx |   10.95 |      100 |       0 |   10.95 | 16-88             
  ...etailStep.tsx |    5.26 |      100 |       0 |    5.26 | 31-247            
  ...rListStep.tsx |    5.88 |      100 |       0 |    5.88 | 20-176            
  ...etailStep.tsx |   10.41 |      100 |       0 |   10.41 | ...1,67-79,82-139 
  ToolListStep.tsx |    7.14 |      100 |       0 |    7.14 | 16-146            
 ...nents/messages |   81.64 |    80.34 |   71.64 |   81.64 |                   
  ...ionDialog.tsx |   77.35 |    74.54 |    62.5 |   77.35 | ...90,508,526-528 
  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 
  ...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 |   12.82 |      100 |       0 |   12.82 | 22-59             
  ...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 |   82.37 |    77.34 |   92.75 |   82.37 |                   
  ...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 |    86.15 |   88.88 |   83.01 | ...12-513,618-619 
  MultiSelect.tsx  |    6.29 |      100 |       0 |    6.29 | 35-42,45-176      
  ...tonSelect.tsx |     100 |      100 |     100 |     100 |                   
  ...eSelector.tsx |     100 |       60 |     100 |     100 | 40-45             
  TextInput.tsx    |   72.98 |    55.55 |      80 |   72.98 | ...08-212,224-230 
  ...apsedTime.tsx |     100 |      100 |     100 |     100 |                   
  ...Indicator.tsx |     100 |      100 |     100 |     100 |                   
  text-buffer.ts   |   83.62 |    75.62 |   97.61 |   83.62 | ...2272,2300,2368 
  ...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 |    8.39 |      100 |       0 |    8.39 |                   
  ...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 |    2.29 |      100 |       0 |    2.29 | 28-449            
  ...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   |   77.05 |    78.24 |   82.14 |   77.05 |                   
  ...ewContext.tsx |   65.77 |      100 |      75 |   65.77 | ...22-225,231-241 
  AppContext.tsx   |      80 |       50 |     100 |      80 | 19-20             
  ...ewContext.tsx |   93.37 |    68.57 |      50 |   93.37 | ...94-195,222-226 
  ...deContext.tsx |     100 |      100 |     100 |     100 |                   
  ...igContext.tsx |   81.81 |       50 |     100 |   81.81 | 15-16             
  ...ssContext.tsx |   81.88 |    82.26 |     100 |   81.88 | ...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 | 108-109           
  ...teContext.tsx |   86.66 |       50 |     100 |   86.66 | 173-174           
  ...deContext.tsx |   76.08 |    72.72 |     100 |   76.08 | 47-48,52-59,77-78 
 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      |   81.27 |    81.08 |   86.47 |   81.27 |                   
  ...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 |   74.83 |    62.04 |   61.53 |   74.83 | ...34,858,877-881 
  ...amingState.ts |   12.22 |      100 |       0 |   12.22 | 54-158            
  ...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 |     100 |    93.75 |     100 |     100 | 63                
  ...waySummary.ts |   96.22 |    69.69 |     100 |   96.22 | 125-127,169       
  ...ndTaskView.ts |   94.11 |    76.92 |     100 |   94.11 | 119-123,216,222   
  ...ketedPaste.ts |    23.8 |      100 |       0 |    23.8 | 19-37             
  ...nchCommand.ts |   93.75 |    73.17 |     100 |   93.75 | ...68-169,221-222 
  ...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 |   33.33 |       50 |     100 |   33.33 | 30,34,41-90       
  ...ialogClose.ts |   16.66 |      100 |     100 |   16.66 | 79-139            
  ...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 |   75.92 |    72.95 |   91.66 |   75.92 | ...2300,2313-2321 
  ...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       
  ...elsCommand.ts |     100 |      100 |     100 |     100 |                   
  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 |   86.38 |    77.19 |     100 |   86.38 | ...22,281-293,341 
  useQwenAuth.ts   |     100 |      100 |     100 |     100 |                   
  ...lScheduler.ts |   84.52 |    93.33 |     100 |   84.52 | ...27-232,328-338 
  ...oryCommand.ts |       0 |        0 |       0 |       0 | 1-7               
  ...umeCommand.ts |   97.24 |    76.92 |     100 |   97.24 | 104-105,145       
  ...ompletion.tsx |   90.59 |    83.33 |     100 |   90.59 | ...01,104,137-140 
  ...ectionList.ts |   96.96 |    95.69 |     100 |   96.96 | ...82-183,237-240 
  ...sionPicker.ts |   79.79 |    61.19 |     100 |   79.79 | ...02-404,413-415 
  ...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 |     100 |    98.79 |     100 |     100 | 257               
  ...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 |                   
  ...elcomeBack.ts |   87.36 |     90.9 |     100 |   87.36 | ...,94-96,114-115 
  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             
 ...i/manageModels |   93.61 |       48 |     100 |   93.61 |                   
  manageModels.ts  |   93.61 |       48 |     100 |   93.61 | ...63-166,179,209 
 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 |    7.14 |     100 |                   
  ...eractiveUi.ts |     100 |      100 |    7.14 |     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 |    70.31 |     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 |    85.45 |     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      |   83.03 |    81.98 |   91.82 |   83.03 |                   
  ...Colorizer.tsx |   82.78 |    88.23 |     100 |   82.78 | ...10-111,197-223 
  ...nRenderer.tsx |   57.89 |    55.31 |      50 |   57.89 | ...86-188,208-227 
  ...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 |   94.74 |    82.22 |   94.11 |   94.74 | ...91,503,506-509 
  ...dWorkUtils.ts |     100 |      100 |     100 |     100 |                   
  ...boardUtils.ts |   59.61 |    58.82 |     100 |   59.61 | ...,86-88,107-149 
  commandUtils.ts  |    95.9 |    88.29 |     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 | 29,51             
  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 |                   
  ...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                
  ...mConstants.ts |     100 |      100 |     100 |     100 |                   
  ...storyUtils.ts |   61.06 |    69.62 |      90 |   61.06 | ...64,412,417-439 
  ...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     |   97.35 |    94.38 |   91.66 |   97.35 | ...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         |   73.08 |     89.8 |   93.68 |   73.08 |                   
  acpModelUtils.ts |     100 |      100 |     100 |     100 |                   
  apiPreconnect.ts |   96.52 |    97.05 |     100 |   96.52 | 164-167           
  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 |    90.47 |     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  |   68.59 |    64.28 |     100 |   68.59 | ...63-269,293-309 
  ...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        |   98.63 |    96.15 |     100 |   98.63 | 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              
  ...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            
  settingsUtils.ts |   82.89 |    90.75 |   89.47 |   82.89 | ...52-663,670-678 
  spawnWrapper.ts  |     100 |      100 |     100 |     100 |                   
  ...upProfiler.ts |     100 |    95.83 |     100 |     100 | 110               
  ...upWarnings.ts |     100 |      100 |     100 |     100 |                   
  stdioHelpers.ts  |     100 |       60 |     100 |     100 | 23,32             
  systemInfo.ts    |   92.52 |     90.9 |   83.33 |   92.52 | 63-69,184         
  ...InfoFields.ts |    87.5 |     64.1 |     100 |    87.5 | ...21-122,143-144 
  ...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          |   77.13 |    82.45 |   80.05 |   77.13 |                   
 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  |    76.9 |    66.66 |   78.94 |    76.9 |                   
  ...gentClient.ts |   79.47 |    88.88 |   81.81 |   79.47 | ...68-183,189-204 
  ArenaManager.ts  |   75.84 |     62.9 |   78.57 |   75.84 | ...1889,1895-1896 
  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 |   81.13 |     76.7 |   71.42 |   81.13 |                   
  agent-context.ts |     100 |      100 |     100 |     100 |                   
  agent-core.ts    |   76.45 |    72.35 |   60.86 |   76.45 | ...1604,1631-1677 
  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        |   75.22 |    77.97 |   61.76 |   75.22 |                   
  config.ts        |   73.01 |    75.69 |   56.71 |   73.01 | ...3016,3020-3032 
  constants.ts     |     100 |      100 |     100 |     100 |                   
  models.ts        |     100 |      100 |     100 |     100 |                   
  storage.ts       |   94.89 |    93.22 |   89.18 |   94.89 | ...50-251,254-255 
 ...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          |    83.1 |    82.42 |   88.88 |    83.1 |                   
  baseLlmClient.ts |   96.77 |    96.42 |      80 |   96.77 | 123-126           
  client.ts        |   77.93 |    78.88 |   87.09 |   77.93 | ...1483,1487-1503 
  ...tGenerator.ts |    72.1 |    61.11 |     100 |    72.1 | ...63,365,372-375 
  ...lScheduler.ts |   77.64 |    81.23 |   92.85 |   77.64 | ...2226,2278-2282 
  geminiChat.ts    |   89.01 |    84.03 |   87.17 |   89.01 | ...1262,1329-1330 
  geminiRequest.ts |     100 |      100 |     100 |     100 |                   
  ...htProtocol.ts |    9.09 |      100 |       0 |    9.09 | 34-42,45-49,52-87 
  logger.ts        |   82.25 |    81.81 |     100 |   82.25 | ...57-361,407-421 
  ...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 |    91.02 |     100 |   99.31 | 124,135           
  turn.ts          |   96.42 |    88.88 |     100 |   96.42 | ...00,413-414,462 
 ...ntentGenerator |    94.6 |    79.35 |   92.68 |    94.6 |                   
  ...tGenerator.ts |   96.49 |    79.35 |      90 |   96.49 | ...24,481,637,693 
  converter.ts     |   94.38 |    79.78 |     100 |   94.38 | ...40-541,551,734 
  index.ts         |       0 |        0 |       0 |       0 | 1-21              
 ...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 |   91.02 |    83.54 |   88.46 |   91.02 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...tGenerator.ts |   90.99 |    83.54 |   88.46 |   90.99 | ...51,661-662,690 
 ...ntentGenerator |    79.7 |       84 |   89.47 |    79.7 |                   
  constants.ts     |     100 |      100 |     100 |     100 |                   
  converter.ts     |   74.92 |    80.85 |   86.95 |   74.92 | ...1410,1431-1437 
  errorHandler.ts  |     100 |      100 |     100 |     100 |                   
  index.ts         |   52.38 |    44.44 |      50 |   52.38 | ...77,81-85,89-93 
  ...tGenerator.ts |   48.78 |    91.66 |   77.77 |   48.78 | ...10-163,166-167 
  pipeline.ts      |   93.65 |     84.9 |     100 |   93.65 | ...79-480,488,553 
  ...ureContext.ts |     100 |      100 |     100 |     100 |                   
  ...ingOptions.ts |       0 |        0 |       0 |       0 | 1                 
  ...CallParser.ts |   90.66 |     88.4 |     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 |     88.3 |   95.45 |   96.62 |                   
  dashscope.ts     |   97.22 |    87.69 |   93.33 |   97.22 | ...10-211,287-288 
  deepseek.ts      |   95.55 |    90.56 |     100 |   95.55 | ...31-132,145-146 
  default.ts       |   94.62 |    86.36 |   85.71 |   94.62 | 85-86,156-158     
  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      |   46.35 |     92.3 |   71.87 |   46.35 |                   
  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 |   36.67 |    95.12 |   33.33 |   36.67 | ...24-326,361-391 
 src/generated     |       0 |        0 |       0 |       0 |                   
  git-commit.ts    |       0 |        0 |       0 |       0 | 1-10              
 src/hooks         |   80.63 |    84.39 |   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 |    91.02 |   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        |   59.01 |     75.8 |   63.12 |   59.01 |                   
  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       |   59.84 |       70 |      50 |   59.84 | ...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        |    8.04 |      100 |       0 |    8.04 | 67-342            
  governance.ts    |       0 |        0 |       0 |       0 | 1-352             
  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 |   91.95 |    77.27 |     100 |   91.95 | ...08,110-111,119 
  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 |    85.47 |    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 |    81.92 |   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 | ...19-820,827-836 
  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      |    86.6 |    84.58 |   89.96 |    86.6 |                   
  ...ionTrailer.ts |     100 |      100 |     100 |     100 |                   
  ...llRegistry.ts |   97.82 |    94.73 |     100 |   97.82 | 172-173           
  ...ionService.ts |   95.52 |    94.33 |     100 |   95.52 | ...92,350,352-356 
  ...ingService.ts |   82.99 |     83.2 |   81.81 |   82.99 | ...1138,1155-1156 
  ...ttribution.ts |   91.73 |    87.71 |      90 |   91.73 | ...80-685,826-827 
  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 |   71.83 |    68.47 |    91.3 |   71.83 | ...89-790,806,822 
  ...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  |   10.71 |      100 |       0 |   10.71 | 48-161            
  ...ionService.ts |   89.07 |    76.68 |   96.29 |   89.07 | ...1164,1168-1169 
  sessionTitle.ts  |   93.95 |    70.37 |     100 |   93.95 | ...36-239,270-271 
  ...ionService.ts |   83.01 |    78.66 |   87.75 |   83.01 | ...1482,1488-1493 
  ...UseSummary.ts |    94.7 |    88.67 |     100 |    94.7 | ...69-171,221-222 
 ...icrocompaction |   98.62 |    86.44 |     100 |   98.62 |                   
  microcompact.ts  |   98.62 |    86.44 |     100 |   98.62 | 138,142           
 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     |   82.84 |    79.74 |   95.23 |   82.84 |                   
  ...tin-agents.ts |     100 |      100 |     100 |     100 |                   
  index.ts         |     100 |      100 |     100 |     100 |                   
  ...-selection.ts |     100 |      100 |     100 |     100 |                   
  ...nt-manager.ts |   76.74 |    71.42 |   92.85 |   76.74 | ...1155,1177-1178 
  types.ts         |     100 |      100 |     100 |     100 |                   
  validation.ts    |   92.46 |    95.18 |     100 |   92.46 | 51-56,69-74,78-83 
 src/telemetry     |   70.31 |    83.42 |   74.45 |   70.31 |                   
  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 |   91.66 |    81.81 |   92.85 |   91.66 | ...83-188,203-204 
  ...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           |   89.92 |    82.35 |      75 |   89.92 | ...98-299,318-322 
  ...etry-utils.ts |     100 |      100 |     100 |     100 |                   
  ...l-decision.ts |     100 |      100 |     100 |     100 |                   
  types.ts         |   79.09 |    85.59 |   83.33 |   79.09 | ...1134,1137-1166 
  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         |    76.2 |    81.19 |    84.3 |    76.2 |                   
  ...erQuestion.ts |   89.01 |    76.74 |    90.9 |   89.01 | ...41-342,349-350 
  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 
  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 |   51.95 |     65.9 |   47.36 |   51.95 | ...03-525,528-565 
  mcp-client.ts    |   32.44 |    75.28 |   63.63 |   32.44 | ...1462,1466-1469 
  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       |    92.2 |    83.94 |      92 |    92.2 | ...18,547-550,563 
  ...nforcement.ts |   84.86 |    88.23 |     100 |   84.86 | 161-172,221-234   
  read-file.ts     |   95.09 |     88.6 |      90 |   95.09 | ...99,271-274,277 
  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  |   88.77 |    91.66 |   83.33 |   88.77 | 44-45,68-76       
  shell.ts         |   70.33 |    79.54 |   88.88 |   70.33 | ...3587,3636-3642 
  skill-utils.ts   |     100 |      100 |     100 |     100 |                   
  skill.ts         |   88.11 |    91.17 |   84.61 |   88.11 | ...95,399,422-444 
  ...eticOutput.ts |   94.73 |      100 |      80 |   94.73 | 60-61             
  task-stop.ts     |   92.94 |    96.15 |   85.71 |   92.94 | 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 |   74.53 |    75.24 |      80 |   74.53 | ...69-770,778-779 
  tool-search.ts   |   95.19 |    86.48 |    92.3 |   95.19 | ...47-153,208-213 
  tools.ts         |   87.76 |       90 |   88.23 |   87.76 | ...50-451,467-473 
  web-fetch.ts     |   88.44 |    76.92 |    92.3 |   88.44 | ...05-306,308-309 
  write-file.ts    |   79.29 |    79.26 |   83.33 |   79.29 | ...36-639,651-686 
 src/tools/agent   |   83.38 |    84.95 |   83.92 |   83.38 |                   
  agent.ts         |   83.68 |    85.38 |   84.31 |   83.68 | ...1667,1676-1680 
  fork-subagent.ts |   78.26 |    71.42 |      80 |   78.26 | 54-72,104-105     
 src/utils         |   87.76 |    87.42 |   92.24 |   87.76 |                   
  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   |   96.12 |    93.75 |   93.75 |   96.12 | 164-168           
  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     |   89.18 |    85.13 |   94.73 |   89.18 | ...91-898,902-908 
  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             
  ...noreParser.ts |    92.3 |    89.36 |     100 |    92.3 | ...15-116,186-187 
  gitUtils.ts      |   38.88 |    84.61 |      50 |   38.88 | ...2,51-74,97-148 
  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   |   61.42 |    92.45 |   45.45 |   61.42 | ...68-301,307-313 
  ...-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             
  ...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  |   86.27 |    82.14 |     100 |   86.27 | ...05-107,130-135 
  partUtils.ts     |     100 |      100 |     100 |     100 |                   
  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 |   63.85 |    64.28 |   83.33 |   63.85 | ...29-130,187-188 
  safeJsonParse.ts |   74.07 |    83.33 |     100 |   74.07 | 40-46             
  ...nStringify.ts |     100 |      100 |     100 |     100 |                   
  ...aConverter.ts |   90.78 |    87.87 |     100 |   90.78 | ...41-42,93,95-96 
  ...aValidator.ts |   94.57 |    80.26 |     100 |   94.57 | ...01,210-213,267 
  ...r-launcher.ts |   76.92 |     91.3 |   66.66 |   76.92 | ...34,136,157-195 
  ...orageUtils.ts |   92.41 |    82.65 |     100 |   92.41 | ...39,423-430,441 
  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     |     100 |    92.85 |     100 |     100 | 43                
  ...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 |   96.34 |    91.66 |     100 |   96.34 |                   
  crawlCache.ts    |     100 |      100 |     100 |     100 |                   
  crawler.ts       |   96.87 |    94.44 |     100 |   96.87 | 83-84             
  fileSearch.ts    |   93.29 |    86.76 |     100 |   93.29 | ...40-241,243-244 
  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.

@wenshao wenshao closed this Apr 24, 2026
@wenshao wenshao reopened this May 8, 2026
wenshao added 2 commits May 8, 2026 10:14
…hemas

Large MCP deployments push the function-declaration list past 15K tokens
per request. This change lets tools opt out of the initial declaration
list via `shouldDefer`, and adds a new `ToolSearch` tool the model calls
to fetch schemas on demand — either by exact name (`select:Name1,Name2`)
or keyword search with name/description/searchHint scoring.

- `DeclarativeTool` gains `shouldDefer`, `alwaysLoad`, `searchHint` opts.
- MCP tools default to `shouldDefer=true`; lsp, cron_*, ask_user_question,
  and exit_plan_mode are flagged too.
- `ToolRegistry.getFunctionDeclarations()` filters deferred tools by
  default; `revealDeferredTool()` re-includes them after ToolSearch
  loads their schemas.
- `getCoreSystemPrompt` appends a "Deferred Tools" list (names + first
  line of description) so the model knows what's reachable.
- Subagent wildcard inheritance keeps including deferred tools so
  existing `tools: ['*']` configs still see MCP schemas.
- Resume-session support: `startChat` scans history for prior calls to
  deferred tools and re-reveals them so the API doesn't reject follow-up
  calls. `resetChat` clears the revealed set for a clean slate.
- Skipped when ToolSearch is filtered out by the permission manager.
Registers a synthetic `structured_output` tool whose parameter schema IS the
user-supplied JSON Schema. In headless mode (`qwen -p`), the first successful
call terminates the session and exposes the validated payload via the result
message's `structured_result` field. Invalid schemas are rejected at CLI parse
time via a new strict Ajv compile helper so they can't silently no-op at
runtime.

Copilot AI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Note

Copilot was unable to run its full agentic suite in this review.

This PR introduces on-demand loading for deferred tool schemas via a new ToolSearch tool to reduce prompt/tool-declaration token usage, and adds a synthetic structured_output tool for --json-schema structured results in non-interactive CLI mode.

Changes:

  • Add tool deferral controls (shouldDefer, alwaysLoad, searchHint) and session “reveal” tracking to selectively include tool schemas in function declarations.
  • Implement ToolSearch plus prompt updates to advertise deferred tools only when discovery is available.
  • Add --json-schema support: strict schema compilation, synthetic structured_output tool registration, and structured result emission for headless runs.

Reviewed changes

Copilot reviewed 31 out of 31 changed files in this pull request and generated 2 comments.

Show a summary per file
File Description
packages/core/src/utils/schemaValidator.ts Adds compileStrict() to fail fast on invalid JSON Schemas.
packages/core/src/utils/schemaValidator.test.ts Adds test cases for compileStrict().
packages/core/src/tools/tools.ts Extends DeclarativeTool with deferral/search metadata flags.
packages/core/src/tools/tool-search.ts Adds ToolSearch tool, scoring/tokenization helpers.
packages/core/src/tools/tool-search.test.ts Comprehensive tests for ToolSearch modes/scoring/reveal behavior.
packages/core/src/tools/tool-registry.ts Filters deferred tools by default; adds reveal tracking + deferred summary.
packages/core/src/tools/tool-registry.test.ts Tests deferred filtering, includeDeferred, alwaysLoad, reveal, summary.
packages/core/src/tools/tool-names.ts Adds tool_search and structured_output tool names/display names.
packages/core/src/tools/syntheticOutput.ts Adds synthetic structured_output tool for JSON-schema final output.
packages/core/src/tools/syntheticOutput.test.ts Tests schema passthrough + validation behavior for synthetic tool.
packages/core/src/tools/mcp-tool.ts Marks MCP tools as deferred and adds server-name search hint.
packages/core/src/tools/lsp.ts Marks LSP tool as deferred and adds search hints.
packages/core/src/tools/exitPlanMode.ts Marks ExitPlanMode tool as deferred and adds search hints.
packages/core/src/tools/cron-list.ts Marks cron-list tool as deferred and adds search hints.
packages/core/src/tools/cron-delete.ts Marks cron-delete tool as deferred and adds search hints.
packages/core/src/tools/cron-create.ts Marks cron-create tool as deferred and adds search hints.
packages/core/src/tools/askUserQuestion.ts Marks ask-user-question tool as deferred and adds search hints.
packages/core/src/test-utils/mock-tool.ts Extends MockTool to support new deferral/search flags in tests.
packages/core/src/index.ts Exports ToolSearch + SyntheticOutput tool types.
packages/core/src/core/prompts.ts Appends a “Deferred Tools” section to system prompts when applicable.
packages/core/src/core/client.ts Warms tools before prompt build, re-reveals deferred tools on resume, clears on /clear.
packages/core/src/core/client.test.ts Updates test stubs/expectations for new prompt argument + registry methods.
packages/core/src/config/config.ts Adds jsonSchema to config + registers ToolSearch and synthetic output tool.
packages/core/src/agents/runtime/agent-core.ts Ensures wildcard/all-tool inheritance includes deferred tools.
packages/cli/src/ui/commands/contextCommand.ts Ensures token estimates include deferred tools for consistency.
packages/cli/src/nonInteractiveCli.ts Implements structured-output termination behavior in headless mode.
packages/cli/src/nonInteractiveCli.test.ts Updates config mock to include getJsonSchema().
packages/cli/src/nonInteractive/io/BaseJsonOutputAdapter.ts Adds structured_result and forces result to JSON string when structured.
packages/cli/src/nonInteractive/io/BaseJsonOutputAdapter.test.ts Tests structured_result emission and back-compat omission when undefined.
packages/cli/src/config/jsonSchemaArg.test.ts New tests for parsing/reading/validating --json-schema.
packages/cli/src/config/config.ts Adds --json-schema arg parsing + strict Ajv compile-time validation.
Comments suppressed due to low confidence (1)

packages/core/src/utils/schemaValidator.ts:1

  • compileStrict() claims the schema must be a JSON object, but the current guard allows arrays (typeof [] === 'object'). This yields less clear errors (Ajv compile message) instead of the intended descriptive message; update the guard to explicitly reject Array.isArray(schema).

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

Comment thread packages/core/src/tools/tool-search.ts
Comment thread packages/core/src/tools/tool-search.ts Outdated
Resolves 2 #3589 review threads:

- `max_results` schema: declared as unconstrained `number` but the
  implementation clamps to the integer range [1, 20]. Updated to
  `type: 'integer'` with `minimum: 1`, `maximum: HARD_MAX_RESULTS`,
  `default: DEFAULT_MAX_RESULTS` so the model gets accurate contract
  guidance and out-of-range values fail validation early instead of
  silently being clamped after a wasted call.

- `execute()` signature now takes `_signal: AbortSignal` to match the
  base `ToolInvocation.execute` contract. The signal is unused today
  (the search is sync), but matching the shared signature avoids
  accidental divergence and makes future cancellation wiring trivial.

Test: existing `enforces max_results cap` split into:
  - schema-rejection (`max_results: 100` → throws at build time)
  - clamp-on-in-range (`max_results: 20` capped on the candidate side)
21/21 tool-search.test.ts pass; tsc + ESLint clean.

@wenshao wenshao left a comment

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

⚠️ Downgraded from Request Changes to Comment: self-PR (GitHub rejects REQUEST_CHANGES on your own PR).

测试覆盖缺口(无法映射到具体行)

以下关键路径缺少测试,建议补充:

  1. packages/cli/src/nonInteractiveCli.tsstructured_output 成功路径(模型调用 structured_output → emitResult 带 structuredResult → 提前返回)无测试覆盖。
  2. packages/cli/src/nonInteractiveCli.ts--json-schema 纯文本错误路径(模型产生纯文本而非调用 structured_output → process.exitCode=1)无测试覆盖。
  3. packages/core/src/core/client.tsstartChat 中延迟工具恢复扫描(遍历历史重新暴露已用延迟工具)无测试覆盖。
  4. packages/core/src/core/client.tsdeferredTools 传给系统提示的条件逻辑无测试覆盖。

Comment thread packages/core/src/tools/tool-search.ts
Comment thread packages/cli/src/nonInteractiveCli.ts
Comment thread packages/core/src/tools/tool-search.ts
Comment thread packages/core/src/tools/tool-search.ts
Comment thread packages/core/src/tools/tool-search.ts
Comment thread packages/cli/src/nonInteractiveCli.ts
Comment thread packages/core/src/config/config.ts
Comment thread packages/core/src/core/client.ts
Comment thread packages/core/src/core/prompts.ts
…tools

Closes 3 #3589 review threads:

- Critical: `setTools()` failure during reveal was silently swallowed
  via `debugLogger.warn` (off in production). Schemas appeared in
  `llmContent` so the model thought the tools were callable, but the
  chat's declaration list never updated — the next call surfaced as
  an "unknown tool" API error, leaving the session in an unrecoverable
  degraded state. Now returns a proper `ToolResult.error` with the
  concrete failure reason and instructions to retry; schemas are
  withheld from `llmContent` so the model doesn't act on a non-ready
  tool.

- Critical: `collectCandidates` returned every deferred tool that
  matched `shouldDefer && !alwaysLoad` regardless of whether ToolSearch
  had already revealed it earlier in the session. Already-revealed
  tools are in the model's declaration list, so re-surfacing them in
  later keyword searches wasted tokens and risked the model retrying
  a load it already had. Filter now also skips tools where
  `registry.isDeferredToolRevealed(name) === true`. `select:<name>`
  mode is unaffected (the model may legitimately want to re-inspect
  the schema of a loaded tool).

- Suggestion: `--json-schema` plain-text terminal path set
  `process.exitCode = 1` and emitted `isError: true` to the JSON
  adapter, but TEXT-mode users only saw a silent exit-code-1 with no
  visible context (`emitResult` is a no-op for the TEXT-mode error
  case). Echo the full `'Model produced plain text instead of calling
  the structured_output tool as required by --json-schema.'` line to
  stderr so headless runs are debuggable without scraping
  `--output-format json`.

Tests: 2 new in `tool-search.test.ts`:
  - `keyword search excludes already-revealed deferred tools`: pins
    the dedupe behavior across two consecutive searches.
  - `returns an error result when setTools() throws`: pins that
    failures don't expose schemas as "ready" and the agent gets the
    underlying message in `error.message`.
23/23 tool-search.test.ts pass; tsc + ESLint clean.

DEFERRED to follow-up PRs (replied on threads):
  - Critical: structured_output + side-effect-tool race in same turn —
    needs a pre-scan + synthesized "skipped" tool_results, design
    overlaps with #3598 PR-2's existing skippedOutput pattern.
  - Suggestion: `+` prefix parsing edge cases (C++, `+ slack`).
  - Suggestion: `instanceof DiscoveredMCPTool` hard couple — needs a
    type tag on AnyDeclarativeTool, broader API surface change.
  - Suggestion: SyntheticOutputTool registered in interactive mode.
  - Suggestion: resume scan O(history × parts) early-exit.
  - Suggestion: deferredToolsSection cap.

@wenshao wenshao left a comment

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

⚠️ Downgraded from Request changes to Comment: self-PR; CI still running.

[Critical] --json-schema cannot work in bare mode because createToolRegistry() returns from the bare-mode branch before registering the synthetic structured_output tool. The CLI accepts the flag in headless mode, but with bare mode the model never receives the only tool that can satisfy the structured-output contract. Register structured_output before the bare-mode early return, or reject --json-schema with bare mode during argument/config validation.

— gpt-5.5 via Qwen Code /review

Comment thread packages/core/src/core/client.ts
Comment thread packages/cli/src/config/config.ts
Comment thread packages/core/src/core/prompts.ts
Comment thread packages/cli/src/nonInteractiveCli.ts

@wenshao wenshao left a comment

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

⚠️ Downgraded from Approve to Comment: self-PR (GitHub rejects APPROVE on own PRs); CI status is pending.

Reviewed the full diff (+1572/-13, 31 files). The deferred-tool mechanism and ToolSearch are well-designed — scoring, select/keyword modes, reveal lifecycle, resume support, and the structured_output flow all check out. No Critical issues found. A few suggestions below.

Comment thread packages/core/src/tools/tools.ts
Comment thread packages/core/src/tools/tool-search.ts
Comment thread packages/core/src/utils/schemaValidator.ts
Comment thread packages/cli/src/nonInteractive/io/BaseJsonOutputAdapter.ts
Comment thread packages/cli/src/config/config.ts
Comment thread packages/core/src/core/client.ts
wenshao added 2 commits May 8, 2026 11:28
The two non-interactive exit paths in `main()` hardcoded `process.exit(0)`
after `runNonInteractive` / `runNonInteractiveStreamJson` returned. This
silently overwrote any `process.exitCode = 1` set inside the run — most
visibly the `--json-schema` plain-text contract: the JSON adapter emits
`isError: true` and stderr gets the explanation, but the shell saw exit
code 0 and assumed success.

Replace the hardcoded 0 with `process.exit(process.exitCode ?? 0)` on
both paths so non-zero exits propagate. The success case is unchanged
(exitCode is undefined → exits 0).
Closes review-flagged coverage gaps for #3589:

`json-schema.test.ts` (6 cases) covers the headless structured-output
contract end-to-end:
  - structured_result emits when the model fills the schema (success path)
  - @path/to/schema.json file-load works
  - parse-time validation rejects invalid JSON, invalid JSON Schema,
    and missing files (no LLM, fast)
  - plain-text path: when structured_output is not callable
    (`--exclude-tools structured_output`), the run exits 1 with
    `is_error: true` and the contract error message — locks in the
    exit-code fix from the prior commit.

`tool-search.test.ts` (3 cases) covers the deferred-tool flow:
  - select:<name> reveals a tool and the model can invoke it in the
    same turn (asserts call order so a missed reveal would surface as
    an unknown-tool API error instead of a silent pass)
  - keyword query (no select: prefix) hits the tool_search tool
  - feature-flag-off: with experimental.cron disabled, cron tools
    are never registered and never appear in tool calls

LLM-dependent tests use the cron tools as a deterministic deferred
target (gated by experimental.cron, no MCP server required).

Copilot AI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Copilot reviewed 34 out of 34 changed files in this pull request and generated 4 comments.

Comment thread packages/core/src/utils/schemaValidator.ts Outdated
Comment thread packages/core/src/tools/tool-search.ts
Comment thread packages/cli/src/nonInteractiveCli.ts
Comment thread packages/cli/src/config/config.ts
wenshao added 2 commits May 8, 2026 11:54
Closes 3 #3589 review threads:

- Schemas like `{"type":"string"}` and `{"type":"array"}` compiled
  fine (they're valid JSON Schemas in isolation), but the
  `--json-schema` value becomes the synthetic structured_output tool's
  parameter schema and tool-call arguments are object-shaped. Reject
  any non-undefined top-level type that is not "object" so the user
  sees the contract violation at parse time, not as an unrecoverable
  runtime mismatch.

- `SchemaValidator.compileStrict` accepted arrays since
  `typeof [] === 'object'` — Ajv would later emit a confusing error.
  Add an explicit `Array.isArray` guard so the contract stated by
  the function name is honored at the boundary.

- `compileStrict` shared the project-wide Ajv instances configured
  with `strictSchema: false` (intentionally lenient so MCP servers
  can ship custom keywords without breaking runtime validation).
  That leniency is wrong for the `--json-schema` surface — typos
  like `propertees` were silently ignored. Compile inside a dedicated
  `strict: true` Ajv so user-supplied schemas surface mistakes
  immediately.

Tests:
  - jsonSchemaArg: rejects non-object top-level type ("string"/"array").
  - schemaValidator.compileStrict: rejects arrays; flags unknown
    keywords (typos) under strict mode.
Closes 1 #3589 review thread.

`loadAndReturnSchemas` revealed each requested tool BEFORE calling
`setTools()` because `getFunctionDeclarations()` filters by the
revealedDeferred set — the reveal has to be in place when setTools()
rebuilds the chat's declaration list. But if setTools() throws (e.g.
chat not yet initialised), the registry was left holding orphaned
reveals: the tool was marked "revealed" while the API never received
its schema. Subsequent keyword searches would then exclude that tool
from candidates (per `collectCandidates`'s isDeferredToolRevealed
filter), making it unreachable until `/clear`.

Track the names this call NEWLY revealed (skipping tools that were
already revealed by an earlier ToolSearch in the same session) and
unreveal them on setTools() failure. Added `unrevealDeferredTool`
to the registry as the one-tool inverse of `revealDeferredTool`;
`clearRevealedDeferredTools` is unchanged and still wipes the whole
set on `/clear`.

Test: extends the existing `setTools() throws` test to also assert
that (a) the failed call's reveal is rolled back and (b) a tool
revealed by an earlier call stays revealed (not whole-set wiped).

Copilot AI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Copilot reviewed 34 out of 34 changed files in this pull request and generated 1 comment.

Comment thread packages/core/src/tools/tool-search.ts
Closes one of the test-coverage gaps in #3589 reviews (gpt-5.5 review
S8). Adds two deterministic L1 unit tests in nonInteractiveCli.test.ts
that mock the LLM at sendMessageStream — no model API hit, no flake,
~10ms total.

  1. structured_output success path: model fires the synthetic tool
     once, runtime sets structuredSubmission, aborts background tasks,
     and emitResult fires exactly once with `structuredResult` matching
     the model's args. No follow-up turn is issued (single-shot
     contract).

  2. plain-text error path under --json-schema: model emits text only;
     runtime sets process.exitCode=1, writes the contract-violation
     line to stderr, and emits an isError result with the canonical
     "Model produced plain text" message.

Both tests inject a stub adapter via runNonInteractive's `options.adapter`
hook, so they assert against direct emitResult calls instead of parsing
JSON stdout. process.exitCode is snapshot/restored to keep the test
hermetic.

The L2 integration tests in integration-tests/cli/json-schema.test.ts
remain as smoke coverage against a real model.

Copilot AI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Copilot reviewed 34 out of 34 changed files in this pull request and generated 2 comments.

Comment thread packages/core/src/tools/tool-registry.ts
Comment thread packages/cli/src/config/config.ts Outdated

Copilot AI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Copilot reviewed 36 out of 36 changed files in this pull request and generated 2 comments.

Comment thread packages/cli/src/nonInteractiveCli.ts Outdated
Comment thread packages/core/src/utils/schemaValidator.ts
…esized

Closes 1 #3589 review thread (Copilot).

The pre-scan comment claimed siblings receive a "synthesized
'skipped' tool_result" after structured_output succeeds. The
implementation actually breaks out of the loop without emitting any
tool_result for the skipped calls. The transcript is missing the
function_response entries for them, but the session terminates via
emitResult immediately so no follow-up API call ever sees the
mismatch — the missing entries are harmless in the single-shot
contract.

Update the comment to describe what the code actually does. The
existing tests already pin the contract (no executeToolCall for
the skipped tool, no emitToolResult for its callId).

Copilot AI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Copilot reviewed 36 out of 36 changed files in this pull request and generated 1 comment.

Comment thread packages/core/src/tools/tool-search.ts Outdated

@wenshao wenshao left a comment

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

No review findings. Downgraded from Approve to Comment: self-PR. — gpt-5.5 via Qwen Code /review

Copilot AI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Copilot reviewed 36 out of 36 changed files in this pull request and generated 1 comment.

Comment thread packages/cli/src/nonInteractiveCli.ts Outdated

@wenshao wenshao left a comment

Copy link
Copy Markdown
Collaborator Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

⚠️ Downgraded from Request Changes to Comment: self-PR.

[Critical] --json-schema + --bare 静默损坏:createToolRegistry() 在 bare 模式下仅注册 ReadFile/Edit/Shell 后提前返回(packages/core/src/config/config.ts:2884),structured_output 工具在后续才注册。用户看到误导性错误 "Model produced plain text instead of calling structured_output"——模型从未见到该工具。建议在 bare 模式提前返回前注册 structured_output,或在 CLI .check() 中拒绝 --json-schema + --bare 组合。

[Critical] 5 处 TypeScript 类型错误:config.test.ts:1693,1698,1711,1725(4 处 possibly 'undefined')+ nonInteractiveCli.test.ts:2775(类型转换错误 TS2352)。tsc --noEmit 报错。建议添加显式断言或类型保护。

— deepseek-v4-pro via Qwen Code /review

Comment thread packages/core/src/agents/runtime/agent-core.ts
Comment thread packages/core/src/tools/tool-search.ts
Comment thread packages/cli/src/ui/commands/contextCommand.ts
…uplicate stderr

Closes 3 #3589 review threads (Copilot + deepseek-v4-pro):

1. ToolSearch was calling `revealDeferredTool` AND triggering
   `setTools()` for every tool that `select:` resolved, including
   non-deferred / `alwaysLoad` tools (the model is allowed to use
   `select:` to re-inspect any tool's schema, including core ones).
   That polluted `revealedDeferred` with names that aren't deferred
   AND could fail with `GeminiClient not initialised` for what is
   purely a schema-inspection call. Gate both reveal and the
   setTools() trigger on `tool.shouldDefer && !tool.alwaysLoad`,
   and only call setTools() when this call newly revealed at least
   one deferred tool.

2. The `--json-schema` plain-text fallback wrote the error message
   to stderr via `writeStderrLine(...)` AFTER calling
   `adapter.emitResult({isError:true,...})`. The JsonOutputAdapter
   already writes `errorMessage` to stderr in TEXT-mode isError
   responses (see JsonOutputAdapter.ts:68-73), so the extra line
   produced two copies of the same message in headless TEXT runs.
   The comment claiming `emitResult` was a no-op in TEXT mode was
   wrong. Remove the duplicate write and the unused
   `writeStderrLine` import; let the adapter own per-format
   surfacing.

3. agent-core's wildcard-subagent path uses `getFunctionDeclarations({
   includeDeferred: true })` so subagents inherit MCP / lsp / cron_*
   tools, but no test exercised it — the existing mocks returned
   `getFunctionDeclarations: () => []` and `tools: ['*']` was never
   asserted. A refactor that silently dropped `includeDeferred`
   would break existing wildcard subagent configs without warning.
   Add three cases:
     - tools:["*"] inherits deferred tools (asserts the call args
       passed to getFunctionDeclarations).
     - absent toolConfig also takes the wildcard path.
     - explicit tools list does NOT use the wildcard branch
       (uses getFunctionDeclarationsFiltered instead).

Tests:
  - tool-search: select: a non-deferred tool does not reveal +
    does not call setTools. Same for alwaysLoad tools.
  - nonInteractiveCli: existing plain-text test no longer asserts
    on a stderr `qwen --json-schema:` line; the adapter is
    responsible for that surfacing per format.
  - agent-core: 3 new prepareTools cases as described above.
…clarations

Closes 1 #3589 review thread (deepseek-v4-pro): the
`{ includeDeferred: true }` arg in `collectContextData` is what
keeps the "all tools" token estimate aligned with the per-tool
breakdown (which iterates `getAllTools()` unfiltered). If a refactor
silently dropped the option, `displayBuiltinTools` (clamped via
`Math.max(0, …)`) would collapse to 0 — visible in `/context detail`
but not caught by anything.

New focused test stands up minimal Config / ToolRegistry mocks,
calls the exported `collectContextData(...)`, and asserts the spy
on `getFunctionDeclarations` was invoked exactly once with
`{ includeDeferred: true }`. The token-math itself is not a target
of this test (it's covered by the visible UI); the contract being
pinned is the call argument.

Copilot AI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Copilot reviewed 38 out of 38 changed files in this pull request and generated no new comments.

Closes 1 #3589 review thread (deepseek-v4-pro): previously the
`ensureTool()` and `setTools()` failure paths only logged via
`debugLogger.warn`, which is a no-op when DEBUG is unset (the
production default). Operators running headless against a freshly-
initialised session would see opaque "missing" entries or
`setTools failed` ToolResult errors with no upstream diagnosis.

Mirror each `debugLogger.warn` with a `process.stderr.write` so the
underlying cause (factory throw, chat-not-initialised, network) is
visible in the run's stderr stream regardless of DEBUG. Used
`process.stderr.write` directly rather than `console.warn` because
the core package's eslint config bans `console.*` in src and there
is no shared cross-package "operator-visible logger" yet (filing
that as a separate follow-up — `core` and `cli` would both benefit).

The `[ToolSearch]` prefix tags the source so multi-source headless
logs can grep cleanly. The existing tests don't spy on stderr so
no test changes were required; the new writes show up only on real
failure paths.

Copilot AI left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Copilot encountered an error and was unable to review this pull request. You can try again by re-requesting a review.

@tanzhenxin tanzhenxin left a comment

Copy link
Copy Markdown
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Review

Wave-4 closes prior minors cleanly: the pre-scan reorder branch now has its missing test (a [write_file, structured_output] batch that genuinely exercises the structIdx > 0 hoist), the misleading "synthesized 'skipped' tool_result" comment is fixed, and scoping reveal/setTools to genuinely-deferred tools is a tight cleanup. The ToolSearch description rewrite — "callable next turn" — also avoids a class of model confusion.

Preference: split this PR

ToolSearch is ready to land on its own. The four open criticals all sit on the --json-schema side and share a shape — every one is a place where the structured_output single-shot terminal contract isn't honored end-to-end. They're tractable in isolation and a much cleaner follow-up than gating ToolSearch on them. Strongly preferred path: ship ToolSearch now (this PR, scope reduced) and address --json-schema criticals in a focused follow-up. Approving as-is since none of the four block ToolSearch and the carryover minors are cosmetic, but a split would be the better outcome.

For the record:

1. Drain-path structured_output discarded (severity: medium · confidence: very high)

If the model returns structured_output(...) from inside the drain loop (e.g. a cron firing mid---json-schema run), the synthetic tool's result is treated as an ordinary tool result, the drain continues, and the post-drain branch fires the plain-text fallback — exit code 1, structured payload lost. The terminal contract only exists in the main turn's loop.

2. Early return drops monitor finalize + queued notifications (severity: medium · confidence: very high)

The successful-structured_output early return only aborts the registry and emits the result — it skips the queued-notification flush and one-shot monitor finalization that the success and cancel paths run. The finally then aborts monitors with notify: false, so any monitor active earlier in the session emits task_started without its paired task_notification.

3. --bare plus --json-schema makes the contract unfulfillable (severity: medium · confidence: very high)

The bare-mode branch returns early before the structured_output registration runs, so qwen -p "..." --json-schema '<schema>' --bare leaves the synthetic tool unregistered. Plain-text fallback fires every time, exit 1, payload discarded. Either move the registration ahead of the bare-mode early return, or reject the flag combination at parse time.

4. Subagents call structured_output and silently consume the payload (severity: medium · confidence: high)

structured_output is alwaysLoad: true and not in the subagent exclusion list, so dispatched subagents see it and — following its description — will call it. The subagent's tool scheduler runs it, consumes the "session will end" result as an ordinary tool result, and the parent never receives the structured payload. Add structured_output to the subagent exclusion list.

Verdict

APPROVE — ToolSearch is ready. Splitting --json-schema into a follow-up PR is the preferred path; flagging the four criticals here for that follow-up's scope.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

type/feature-request New feature or enhancement request

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants