code-review:executor
npx skills add https://github.com/ridewind/my-skills --skill code-review:executor
Agent 安装分布
Skill 文档
Code Review Executor
æ§è¡ä»£ç 审æ¥ï¼è¯»åé ç½®æä»¶ä¸ç skill é¢è®¾ï¼åè°å¤ä¸ª subagents å¹¶è¡æ§è¡å®¡æ¥ï¼çæç»¼åæ¥åã
Purpose
管ç宿´ç代ç å®¡æ¥æ§è¡æµç¨ï¼
- å 载并éªè¯é ç½®æä»¶
- è®©ç¨æ·éæ©å®¡æ¥é¢è®¾
- æ¶é代ç å 容ï¼diffs, commits, branchesï¼
- åè°å¤ä¸ª subagents å¹¶è¡æ§è¡
- æ±æ»å®¡æ¥ç»æçæç»¼åæ¥å
When to Use
å½ç¨æ·è¯·æ±ä»£ç å®¡æ¥æ¶è§¦åï¼
- “Review my code”
- “Review feature/auth branch”
- “Review MR !1234” / “Review PR #567”
- “Review feature/auth vs dev branch”
- “Do a code review”
Workflow
Step 0: Debug Mode Detection (Optional)
é ç½®: Debug mode å¯éè¿ç¨æ·è¾å ¥æäº¤äºå¼ç¡®è®¤æ§å¶ã
å¯ç¨ Debug Mode çæ¹å¼:
- èªå¨æ£æµ: ç¨æ·è¾å
¥ä¸å
å«å
³é®è¯ï¼
debug,verbose,è°è¯,详ç»,--debug,-vï¼ - 交äºå¼: æç¤ºæ¶éæ© “å¯ç¨è°è¯” å¯ç¨è¯¦ç»æ¥å¿
Debug Mode è®°å½å 容:
- æææ£æ¥ç¹åå³çç¹
- ç¨æ·éæ©å确认
- Subagent å¯å¨åå®æç¶æ
- æ¶é´æ³åè¿åº¦è·è¸ª
- 宿´ç交äºåå²
è¾åº: ä¿åå°å·¥ä½ç®å½ç DEBUG-SESSION.md
Step 1: å 载并éªè¯é ç½®
ä»é ç½®æä»¶å è½½ review skills é ç½®ã
1.1 æ¥æ¾é ç½®æä»¶
æä¼å çº§æ¥æ¾é ç½®æä»¶ï¼é¡¹ç® > ç¨æ· > å ¨å±ï¼ï¼
# 项ç®é
ç½®
.claude/code-review-skills/config.yaml
# ç¨æ·é
ç½®
~/.claude/code-review-skills/config.yaml
# å
¨å±é
ç½®
~/.config/claude/code-review-skills/config.yaml
1.2 æ£æ¥é ç½®æ¯å¦åå¨
妿é ç½®æä»¶ä¸åå¨:
- æç¤ºç¨æ·é ç½®æä»¶ç¼ºå¤±
- 建议è¿è¡
code-review:config-manageråå§åé ç½® - æä¾å¿«éåå§åé项
ç¤ºä¾æç¤º:
æªæ¾å° Code Review é
ç½®æä»¶ã
éè¦å
é
ç½® review skillsã请ï¼
1. è¿è¡ "code-review:config-manager" åå§åé
ç½®
2. æéæ©ä¸æ¹å¿«éåå§å
[å¿«éåå§å] [æå¨é
ç½®] [åæ¶]
1.3 åå¹¶å¤å±çº§é ç½®
妿åå¨å¤å±çº§é
ç½®ï¼è¿è¡ scripts/merge-configs.sh åå¹¶ï¼
../config-manager/scripts/merge-configs.sh
åå¹¶è§åï¼
available_skills: åå¹¶éï¼å»épresets: æåç§°è¦çï¼é¡¹ç® > ç¨æ· > å ¨å±ï¼metadata: åæé«ä¼å 级
1.4 éªè¯é ç½®
è¿è¡ scripts/validate-config.sh éªè¯é
ç½®æä»¶ï¼
../config-manager/scripts/validate-config.sh [é
ç½®æä»¶è·¯å¾]
æ£æ¥ï¼
- YAML è¯æ³æ£ç¡®æ§
- å¿ éåæ®µåå¨
- Preset ç»æææ
- Skill ID æ ¼å¼æ£ç¡®
妿éªè¯å¤±è´¥:
- æ¾ç¤ºéªè¯é误
- å»ºè®®ä¿®å¤æ¹æ³
- æä¾è¿è¡
code-review:config-managerä¿®å¤é ç½®çé项
Step 2: ç¡®å®å®¡æ¥èå´
è¯å«è¦å®¡æ¥ç代ç èå´ã
审æ¥ç±»å:
- 忝: åä¸ªåæ¯ï¼å¦
feature/authï¼- 审æ¥åæ¯ä¸çææåæ´ - 忝坹æ¯: 忝 A vs 忝 Bï¼å¦
feature/authvsdevï¼- éè¦: æ¾å° merge baseï¼ä» merge base å°åæ¯ A ç HEAD è¿è¡ diff - MR/PR: éè¿ç¼å·æ URL æå® Merge Request (GitLab) æ Pull Request (GitHub)
- 项ç®: Monorepo å å«å¤ä¸ªåé¡¹ç® – 询é®è¦å®¡æ¥åªäº
- å ¨é¡¹ç®: å¤ä¸ªç¬ç«é¡¹ç®ææ´ä¸ªä»£ç åº – æ¶éææé¡¹ç®è·¯å¾
æéä¿¡æ¯:
- 忝åç§°ï¼å¦æå¯¹æ¯åæ¯ï¼
- MR/PR ç¼å·æ URL
- 项ç®è·¯å¾ï¼å¯¹äº monorepo æå ¨é¡¹ç®å®¡æ¥ï¼
- ä»åº URLï¼å¦æä¸æ¯å½åç®å½ï¼
å ¨é¡¹ç®å®¡æ¥æ¶: å½ç¨æ·è¦æ± “review entire project” æ “review all code” æ¶ï¼
- 询é®ç¨æ·è¦å®¡æ¥åªäºé¡¹ç®/ç®å½
- æ£æ¥æ¯ä¸ªé¡¹ç®æ¯å¦æ¯ git ä»åº
- æ¶é项ç®å æ°æ®ï¼ææ¯æ ã代ç è¡æ°ãæä»¶æ°éï¼
- ç»§ç»å确认
Step 3: 建ç«å·¥ä½ç®å½
éè¦: å·¥ä½ç®å½åç§°å¿ é¡»å 嫿¥æååºåå·ä»¥é¿å å²çªã
ç®å½å½åè§è: {review_name}-{YYYYMMDD}-{sequence}
çæå¯ä¸å·¥ä½ç®å½:
# è·åå½åæ¥æ
DATE=$(date +%Y%m%d)
# åºç¡ç®å½å
BASE_DIR="{review_name}-${DATE}"
# æ¥æ¾ååçç°æç®å½
EXISTING=$(ls -d reviews/${BASE_DIR}-* 2>/dev/null | wc -l)
# 计ç®ä¸ä¸ä¸ªåºåå·
SEQUENCE=$((EXISTING + 1))
# æç»ç®å½å
WORKING_DIR="${BASE_DIR}-${SEQUENCE}"
示ä¾:
2026-01-30 ç¬¬ä¸æ¬¡å®¡æ¥: mr557-aihub-refactor-20260130-1
åæ¥ç¬¬äºæ¬¡å®¡æ¥: mr557-aihub-refactor-20260130-2
次æ¥ç¬¬ä¸æ¬¡å®¡æ¥: mr557-aihub-refactor-20260131-1
宿´è·¯å¾: {project_root}/reviews/{review_name}-{YYYYMMDD}-{sequence}
ç®å½ç»æ:
reviews/{review_name}-{YYYYMMDD}-{sequence}/
âââ code-context.json # 审æ¥å
æ°æ®
âââ diff.patch # Git diff è¾åº
âââ commits.json # æäº¤åå²
âââ branch-info.json # åæ¯è¯¦æ
âââ DEBUG-SESSION.md # Debug ä¼è¯æ¥å¿ï¼å§ç»å¤§åï¼
âââ {review_name}-{YYYYMMDD}-{sequence}-comprehensive-summary.md # æç»æ¥å
âââ reports/ # å个 skill æ¥å
âââ skill1-report.md
âââ skill2-report.md
âââ ...
éè¦æä»¶å½åè§è:
- å·¥ä½ç®å½:
{review_name}-{YYYYMMDD}-{sequence}ï¼æ¥æ + åºåå·ä¿è¯å¯ä¸æ§ï¼ - æ»ç»æä»¶:
{review_name}-{YYYYMMDD}-{sequence}-comprehensive-summary.mdï¼å 嫿¥æ+åºåå·ï¼ - Debug ä¼è¯æä»¶:
DEBUG-SESSION.mdï¼å§ç»å¤§åï¼åºå®åç§°ï¼ - ç¬ç«æ¥å:
{skill-name}-report.mdï¼ä½¿ç¨ skill ççåç§°ï¼ - ä¸ä¸ææä»¶: å°åå è¿å符ï¼code-context.json, diff.patch çï¼
Step 4: 鿩审æ¥é¢è®¾
ä»é ç½®æä»¶ä¸å è½½é¢è®¾é ç½®ï¼è®©ç¨æ·éæ©ã
4.1 读åé¢è®¾é ç½®
ä½¿ç¨ Read å·¥å
·è¯»åé
ç½®æä»¶ä¸ç presets é¨åã
4.2 æ¾ç¤ºå¯ç¨é¢è®¾
åç¨æ·å±ç¤ºææå¯ç¨çé¢è®¾é ç½®ï¼
å¯ç¨é¢è®¾é
ç½®ï¼
1. å¿«éå®¡æ¥ (2 个 skills)
æè¿°: è½»é级快é审æ¥ï¼éç¨äºæ¥å¸¸å¼å
å
å«: code-review:code-review, codebase-cleanup:code-reviewer
2. å
¨é¢å®¡æ¥ (5 个 skills)
æè¿°: å
嫿æç»´åº¦ç深度审æ¥
å
å«: code-review:code-review, security-scanning:security-auditor,
application-performance:performance-engineer, ...
3. å®å
¨ä¼å
(3 个 skills)
æè¿°: éç¹å
³æ³¨å®å
¨é®é¢ç审æ¥
å
å«: security-scanning:security-auditor, ...
4. æ§è½ä¼å (3 个 skills)
æè¿°: å
³æ³¨æ§è½åæ¶æç审æ¥
å
å«: application-performance:performance-engineer, ...
4.3 ç¨æ·éæ©é¢è®¾
å¦æåªæä¸ä¸ªé¢è®¾: è·³è¿éæ©ï¼ç´æ¥ä½¿ç¨è¯¥é¢è®¾ã
妿æå¤ä¸ªé¢è®¾: ä½¿ç¨ AskUserQuestion è®©ç¨æ·éæ©ï¼
AskUserQuestion(
questions=[
{
"question": "è¯·éæ©å®¡æ¥é¢è®¾é
ç½®",
"header": "éæ©é¢è®¾",
"options": [
{
"label": "å¿«é审æ¥",
"description": "2 个 skills - è½»é级快é审æ¥"
},
{
"label": "å
¨é¢å®¡æ¥",
"description": "5 个 skills - å
嫿æç»´åº¦"
},
# ... æ´å¤é¢è®¾
],
"multiSelect": False
}
]
)
ç¨æ·æå®é¢è®¾åç§°æ¶: å¦æç¨æ·æç¡®æå®äºé¢è®¾åç§°ï¼å¦ “使ç¨å¿«é审楔ï¼ï¼è·³è¿éæ©æ¥éª¤ã
4.4 å è½½éä¸çé¢è®¾
ä»é
ç½®æä»¶ä¸æåéä¸é¢è®¾ç skills å表ã
Step 5: æ¶é代ç å 容
æ¶é宿´ç审æ¥ä¿¡æ¯å¹¶ä¿åå°å·¥ä½ç®å½ã
ä½¿ç¨ scripts/collect-review-data.sh èªå¨åæ°æ®æ¶éã
ä¿å为 code-context.json:
{
"review_type": "branch_comparison|branch|mr|pr",
"source_branch": "feature/auth",
"target_branch": "dev",
"merge_base": "abc123",
"mr_number": "!1234",
"pr_number": "567",
"repository": "git@gitlab.com:group/project.git",
"project_path": "/path/to/project",
"working_directory": "/path/to/reviews/auth-feature-20260130-1",
"review_date": "2026-01-30",
"review_sequence": 1,
"timestamp": "2026-01-30T14:30:22Z"
}
ä¿å为 diff.patch:
- 使ç¨
git diff merge_base...source_branchè¿è¡åæ¯å¯¹æ¯ - 使ç¨
git diff dev...feature/authæ ¼å¼ï¼ä¸ä¸ªç¹ï¼æ¾å°æ£ç¡®ç merge base - å å«å®æ´ä¸ä¸æç¨äºå®¡æ¥
ä¿å为 commits.json:
{
"commits": [
{
"hash": "def456",
"author": "John Doe",
"date": "2025-01-28T09:00:00Z",
"message": "Add login form",
"files_changed": ["src/auth/login.js"]
}
]
}
ä¿å为 branch-info.json:
{
"source_branch": {
"name": "feature/auth",
"head_commit": "def456",
"is_merged": false
},
"target_branch": {
"name": "dev",
"head_commit": "abc123"
}
}
忝坹æ¯çå ³é®ç¹: 对æ¯åæ¯ A vs 忝 B æ¶ï¼
- æ¾å° merge base:
git merge-base A B - ä» merge base å° A è¿è¡ diff:
git diff merge_base...A - ç¡®ä¿åªå®¡æ¥ A ä¸çç¬ç¹åæ´
åç¨æ·ç¡®è®¤: æ¶éå®ä»£ç ä¸ä¸æåï¼ä½¿ç¨ AskUserQuestion å·¥å ·åç°ç»ç¨æ·ï¼
ç¤ºä¾ AskUserQuestion è°ç¨:
AskUserQuestion(
questions=[
{
"question": "代ç 审æ¥ä¿¡æ¯å·²æ¶éï¼æ¯å¦ç»§ç»ï¼",
"header": "确认审æ¥",
"options": [
{
"label": "ç»§ç»å®¡æ¥",
"description": "å¼å§æ§è¡ä»£ç 审æ¥ï¼å¯å¨å¹¶è¡å代ç"
},
{
"label": "åæ¶",
"description": "åæ¶æ¬æ¬¡å®¡æ¥ï¼éåºæè½"
}
],
"multiSelect": False
}
]
)
é®é¢æè¿°ä¸åç°çä¿¡æ¯:
审æ¥ç±»å: 忝坹æ¯
æºåæ¯: feature/auth
ç®æ 忝: dev
åæ´ç»è®¡:
- 15 个æä»¶ä¿®æ¹
- +350 è¡, -120 è¡
å·¥ä½ç®å½: /path/to/reviews/auth-feature-20260130-1
çå¾ ç¨æ·ç¡®è®¤åç»§ç»ï¼ä¸è¦å¨æ²¡æç¨æ·ç¡®è®¤çæ åµä¸ç»§ç»å° Step 6ã
Step 6: å¹¶è¡æ§è¡å®¡æ¥
å¯å¨å¤ä¸ª subagents å¹¶è¡æ§è¡å®¡æ¥ï¼æ¯ä¸ªä½¿ç¨é ç½®ç skillã
6.1 åå¤ Subagent ä»»å¡
对äºéä¸çé¢è®¾ä¸çæ¯ä¸ª skillï¼
- ä»
available_skillsè·å skill ç详ç»ä¿¡æ¯ - åå¤ skill ä¸ç¨ç prompt
- 设置è¾åºæä»¶è·¯å¾
6.2 å¯å¨å¹¶è¡ Subagents
ä½¿ç¨ Task å·¥å
·å¯å¨ subagentsï¼è®¾ç½® run_in_background=trueï¼
éè¦: å¨åä¸ªæ¶æ¯ä¸å¯å¨ææ subagents 以å®ç°çæ£çå¹¶è¡æ§è¡ã
ç¤ºä¾ Task è°ç¨:
<!-- 第ä¸ä¸ª subagent -->
Task subagent_type="general-purpose"
prompt="ä½¿ç¨ code-review:code-review skill 审æ¥ä»¥ä¸ä»£ç ..."
run_in_background="true"
description="Review code with code-review skill">
<!-- 第äºä¸ª subagent -->
Task subagent_type="general-purpose"
prompt="ä½¿ç¨ security-scanning:security-auditor skill 审æ¥ä»¥ä¸ä»£ç ..."
run_in_background="true"
description="Review code with security-auditor skill">
<!-- 第ä¸ä¸ª subagent -->
Task subagent_type="general-purpose"
prompt="ä½¿ç¨ application-performance:performance-engineer skill 审æ¥ä»¥ä¸ä»£ç ..."
run_in_background="true"
description="Review code with performance-engineer skill">
Subagent Prompt ç»æ:
ä½¿ç¨ {skill_id} skill 审æ¥ä»¥ä¸ä»£ç åæ´ã
ä¸ä¸æä¿¡æ¯:
- å·¥ä½ç®å½: {working_directory}
- 审æ¥ç±»å: {review_type}
- Diff æä»¶: diff.patch
- æäº¤ä¿¡æ¯: commits.json
- åæ¯ä¿¡æ¯: branch-info.json
请:
1. ä½¿ç¨ {skill_id} skill æ§è¡å®¡æ¥
2. å°æ¥åä¿åå° {working_directory}/reports/{skill-name}-report.md
3. 使ç¨åèææ¡£ä¸å®ä¹çæ¥åæ ¼å¼
4. æ æ³¨é®é¢åç°ä½ç½®å严éç¨åº¦
6.3 çå¾ Subagents 宿
æ¶éææ subagent ç task IDï¼ä½¿ç¨ TaskOutput å·¥å ·çå¾ å®æï¼
task_ids = ["task_id_1", "task_id_2", "task_id_3"]
for task_id in task_ids:
TaskOutput(task_id=task_id, block=True, timeout=300000)
è¶ æ¶è®¾ç½®:
- å°ååæ´ (<500 è¡): 1 åé
- ä¸ååæ´ (500-2000 è¡): 3 åé
- 大ååæ´ (2000-10000 è¡): 5 åé
- è¶ å¤§ååæ´ (>10000 è¡): 10 åé
6.4 å¤ç失败çä»»å¡
妿æä¸ª subagent 失败ï¼
- è®°å½å¤±è´¥ä¿¡æ¯å° DEBUG-SESSION.md
- ç»§ç»çå¾ å ¶ä» subagents
- å¨æç»æ¥å䏿 注该 skill 审æ¥å¤±è´¥
Step 7: æ±æ»å®¡æ¥ç»æ
æ¶éææ subagent çæ¥åï¼çæç»¼åæ»ç»ã
7.1 è¯»åæææ¥å
ä» reports/ ç®å½è¯»åææçæçæ¥åï¼
ls reports/*-report.md
7.2 è§£ææ¥åå 容
仿¯ä¸ªæ¥å䏿åï¼
- é®é¢å表ï¼ä½ç½®ãæè¿°ã严éç¨åº¦ï¼
- åç°è¯¥é®é¢ç skill(s)
7.3 å»éé®é¢
æä»¥ä¸æ¡ä»¶å¯¹é®é¢è¿è¡å»éï¼
- ç¸åæä»¶è·¯å¾
- ç¸åè¡å·æèå´
- ç¸åçé®é¢ç±»å
å»éé»è¾:
issues = []
for report in reports:
for issue in report.issues:
key = (issue.file_path, issue.line_range, issue.type)
if key not in seen_issues:
seen_issues.add(key)
issues.append(issue)
7.4 æä¸¥éç¨åº¦åç±»
å°é®é¢å为以ä¸ç级ï¼
- Critical: å¿ é¡»ä¿®å¤çå®å ¨é®é¢æä¸¥é bug
- High: åºè¯¥ä¿®å¤çéè¦é®é¢
- Medium: 建议修å¤çä¸è¬é®é¢
- Low: å¯éæ¹è¿çé®é¢
- Info: ä¿¡æ¯æ§å»ºè®®
7.5 çæç»¼åæ¥å
çæ {review_name}-{YYYYMMDD}-{sequence}-comprehensive-summary.md
æ¥åæ ¼å¼:
# 代ç 审æ¥ç»¼åæ¥å
## 审æ¥ä¿¡æ¯
- **å®¡æ¥æ¥æ**: 2026-01-30
- **审æ¥ç±»å**: 忝坹æ¯
- **æºåæ¯**: feature/auth
- **ç®æ 忝**: dev
- **使ç¨çé¢è®¾**: å
¨é¢å®¡æ¥
- **审æ¥ç skills**: 5 个
## åæ´ç»è®¡
- æä»¶ä¿®æ¹: 15 个
- æ°å¢ä»£ç : +350 è¡
- å é¤ä»£ç : -120 è¡
## é®é¢æ±æ»
### Critical (0 个)
æ
### High (3 个)
#### 1. SQL 注å
¥é£é©å¨ auth/login.js:45
- **ä½ç½®**: `src/auth/login.js:45`
- **严éç¨åº¦**: High
- **æè¿°**: ç¨æ·è¾å
¥æªç»éªè¯ç´æ¥æ¼æ¥å° SQL æ¥è¯¢ä¸
- **建议**: 使ç¨åæ°åæ¥è¯¢
- **åç°è
**: security-scanning:security-auditor, code-review:code-review
#### 2. ...
### Medium (5 个)
...
### Low (2 个)
...
### Info (3 个)
...
## è¯¦ç»æ¥å
å skill çè¯¦ç»æ¥åï¼
- [code-review-report.md](reports/code-review-report.md)
- [security-auditor-report.md](reports/security-auditor-report.md)
- ...
Debug è¾åº
å½ Debug Mode å¯ç¨æ¶ï¼å¨æ¯ä¸ªæ¥éª¤è®°å½è¯¦ç»æ¥å¿ï¼
ð DEBUG [Step 1/7]: å 载并éªè¯é
ç½®
ð DEBUG [Step 2/7]: ç¡®å®å®¡æ¥èå´ - 忝坹æ¯
ð DEBUG [Step 3/7]: 建ç«å·¥ä½ç®å½ - mr557-20260130-1
ð DEBUG [Checkpoint 1]: æ¶é代ç å
容宿ï¼çå¾
ç¨æ·ç¡®è®¤
ð DEBUG [Step 4/7]: 鿩审æ¥é¢è®¾ - å
¨é¢å®¡æ¥ (5 个 skills)
ð DEBUG [Step 5/7]: æ¶é代ç å
容
ð DEBUG [Step 6/7]: å¯å¨ 5 ä¸ªå¹¶è¡ subagents
ð DEBUG [Checkpoint 2]: ææ subagents 宿
ð DEBUG [Step 7/7]: æ±æ»å®¡æ¥ç»æ
é误å¤ç
é ç½®æä»¶ç¼ºå¤±
- æç¤ºç¨æ·è¿è¡
code-review:config-manageråå§åé ç½® - æä¾å¿«éåå§åé项
é ç½®éªè¯å¤±è´¥
- æ¾ç¤ºéªè¯é误详æ
- å»ºè®®ä¿®å¤æ¹æ³
- æä¾è¿è¡
code-review:config-managerä¿®å¤é ç½®çé项
Preset ä¸åå¨
- ååºå¯ç¨çé¢è®¾
- è®©ç¨æ·éæ°éæ©
Skill ä¸å¯ç¨
- è¦åç¨æ·è¯¥ skill å¨å½åç¯å¢ä¸ä¸å¯ç¨
- è¯¢é®æ¯å¦è·³è¿è¯¥ skill æåæ¶å®¡æ¥
Subagent æ§è¡å¤±è´¥
- è®°å½å¤±è´¥è¯¦æ
- ç»§ç»æ§è¡å ¶ä» subagents
- å¨æç»æ¥å䏿 注失败ç skill
é ç½®æä»¶ä¾èµ
Executor ä¾èµä»¥ä¸é ç½®æä»¶ç»æï¼
metadata:
version: "0.1.0"
last_updated: "2025-01-15"
auto_sync: true
available_skills:
- id: "code-review:code-review"
name: "åºç¡ä»£ç 审æ¥"
category: "代ç è´¨é"
description: "..."
tags: ["basic", "quality"]
recommended_for: ["ææé¡¹ç®"]
presets:
- name: "å¿«é审æ¥"
description: "..."
skills:
- "code-review:code-review"
注æäºé¡¹
- é ç½®ä¼å 级: å§ç»å æ£æ¥é¡¹ç®çº§é ç½®ï¼ç¶åç¨æ·çº§ï¼æåå ¨å±çº§
- å¹¶è¡æ§è¡: ææ subagents å¿ é¡»å¨åä¸ªæ¶æ¯ä¸å¯å¨ä»¥å®ç°çæ£çå¹¶è¡
- ç¨æ·ç¡®è®¤: å¨å¯å¨ subagents åå¿ é¡»è·å¾ç¨æ·ç¡®è®¤
- æä»¶å½å: å·¥ä½ç®å½åæ¥åæä»¶å¿ é¡»å 嫿¥æååºåå·
- é误æ¢å¤: 妿æä¸ª subagent 失败ï¼ç»§ç»æ§è¡å ¶ä» subagents 并卿¥å䏿 注