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Agent Skill · 研究检索

implement(实现)

implement 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

implement 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为执行命令;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 56,831。

总安装 445周安装 18GitHub Stars 公开资料未说明下载 140核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:implement(实现)
来源仓库:https://github.com/eljun/claude-skills
仓库路径:skills/implement
安装命令:
npx skills add https://github.com/eljun/claude-skills --skill implement
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/eljun/claude-skills --skill implement

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于代码实现与多任务并行开发。适合在 Codex、Claude、Cursor、Gemini CLI 中完成功能编码。支持 auto-chain 自动触发测试→文档→发布流程。可启用 multi-task 模式并行处理多个任务。implement 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/implement

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/eljun/claude-skills --skill implement;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要执行命令,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

implement 怎么安装?

在终端执行 npx skills add https://github.com/eljun/claude-skills --skill implement。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

implement 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

implement 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 npx skills add https://github.com/eljun/claude-skills --skill implement 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

implement 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

implement 用的人多吗?

公开数据是累计安装 445 次,近一周安装 18 次,下载 140 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

implement 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 不能接受 Skill 在你机器上执行命令的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
implement

实现 · 本页

445—执行命令未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

/implement - Implementation Agent

Model: opus (complex coding requires advanced reasoning)

Command Flags

FlagShortDescription
--help-hShow available commands and options
--version-vShow workflow skills version
--multi-mMulti-task mode: spawn parallel agents
autoEnable auto-chain (test → document → ship)

Flag Handling

On -h or --help:

/implement - Implementation Agent

Usage:
  /implement {ID}                    Implement a single task
  /implement auto {ID}               Implement with auto-chain enabled
  /implement -m {ID1} {ID2} ...      Implement multiple tasks in parallel
  /implement auto -m {ID1} {ID2}     Multi-task with auto-chain
  /implement -h, --help              Show this help message
  /implement -v, --version           Show version

Arguments:
  {ID}    Task ID (number) or task filename (e.g., 001-auth-jwt)

Options:
  auto    After implementation, automatically chain through:
          test → document → ship
  -m      Spawn parallel agents for each task

Examples:
  /implement 1                       # Implement task #1
  /implement 001-auth-jwt            # Using task filename
  /implement auto 1                  # With auto-chain
  /implement -m 1 2 3                # Three tasks in parallel

Next: /test {ID}

On -v or --version: Display:

Workflow Skills v1.4.1
https://github.com/eljun/claude-skills

When to Use

Invoke /implement {ID} when:

  • A task document exists in docs/task/
  • Task is in "Planned" status in TASKS.md
  • Ready to start coding

Example: /implement 1 or /implement 001-dashboard-redesign

Invocation Options

CommandModeBehavior
/implement {ID}ManualImplement single task, then notify user to run /test
/implement auto {ID}AutomatedImplement, then auto-chain through test → document → ship
/implement -m {ID1} {ID2}...Multi-taskSpawn parallel agents for each task
/implement --multi {ID1} {ID2}Multi-taskSame as -m
/implement auto -m {ID1} {ID2}Multi + AutoParallel tasks with auto-chain

Task ID Resolution

The {ID} can be:

  • Numeric ID: 1, 2, 3 → Looks up in TASKS.md, finds matching task document
  • Padded ID: 001, 002 → Same as numeric
  • Full filename: 001-dashboard-redesign → Direct file reference

Resolution process:

  1. If numeric → Read TASKS.md, find row with matching ID, get task doc path
  2. If filename → Look for docs/task/{filename}.md directly

Auto Mode

When invoked with auto, the implement skill:

  1. Sets Automation: auto in the task document (overrides any existing value)
  2. Implements the task as normal
  3. After completion, automatically spawns /test {ID} (haiku)
  4. The pipeline continues: test → document → ship

This lets you skip /task auto and trigger the full pipeline from implement:

/implement auto {ID} → implement code
    ↓
/test (haiku)
    │
PASS → /document → /ship → PR + notify
FAIL → /implement (with test report) → retry

Multi-Task Mode

When invoked with -m or --multi, the implement skill spawns parallel agents:

/implement -m 1 2 3
       │
       ├── Validate all tasks exist in TASKS.md
       ├── Check for file overlap warnings
       │
       └── Spawn in parallel (using Task tool):
           ├── Agent-1: /implement 1
           ├── Agent-2: /implement 2
           └── Agent-3: /implement 3
       │
       └── Wait for all agents to complete
       └── Report combined status

Multi-task with auto mode:

/implement auto -m 1 2 3

Each spawned agent runs with auto mode, chaining to test → document → ship.

Pre-Flight Checks for Multi-Task

CRITICAL: Background agents cannot prompt for permissions interactively. You MUST complete all checks and get user approval BEFORE spawning agents.

Step 1: Validate Tasks Exist
✓ Task 1: 001-auth-jwt.md (found)
✓ Task 2: 002-fix-portal.md (found)
✗ Task 3: Not found in TASKS.md → STOP if any missing
Step 2: Check for File Overlap

Read each task's "File Changes" section:

⚠️ Warning: Tasks 1 and 2 both modify src/auth/middleware.ts

Options:
1. Continue anyway (may need manual conflict resolution)
2. Run sequentially instead
3. Cancel
Step 3: Check Dependencies
⚠️ Task 2 is blocked by Task 1
Recommendation: Run sequentially or resolve dependency first
Step 4: Scan for Dangerous Operations

Read each task document and scan for these keywords:

Keywords FoundRisk LevelAction
migration, schema, ALTER TABLE, prisma migrate⚠️ DatabaseRequire explicit approval
rm, delete file, remove, unlink🚫 DeletionBlock - user must do manually
DROP, TRUNCATE, DELETE FROM (without WHERE)🚫 Data lossBlock - user must do manually
--force, reset --hard, -rf🚫 DestructiveBlock
API_KEY, SECRET, password, credential⚠️ SensitiveWarn user
sudo, chmod 777, chown🚫 SystemBlock
Step 5: Permission Approval (REQUIRED)

Display this prompt and WAIT for user confirmation:

═══════════════════════════════════════════════════════════════
MULTI-TASK PERMISSION CHECK
═══════════════════════════════════════════════════════════════

Tasks to implement in parallel:
  #1 {Task 1 name}
  #2 {Task 2 name}
  #3 {Task 3 name}

PERMISSIONS FOR BACKGROUND AGENTS
───────────────────────────────────────────────────────────────
✅ GRANTED (safe operations):
   • Read, Edit, Write files
   • Glob, Grep (search)
   • Git: add, commit, status, diff, checkout -b, log
   • npm/npx: install, run, build, test, lint

⚠️ REQUIRES APPROVAL (detected in tasks):
   • {e.g., "Database migration in Task #2"}
   • {e.g., "Schema changes in Task #1"}
   • (None detected)

🚫 BLOCKED (agents will stop if needed):
   • File deletion (rm, unlink, rimraf)
   • Destructive git (push --force, reset --hard, clean -f)
   • Database destruction (DROP, TRUNCATE)
   • System commands (sudo, chmod)

───────────────────────────────────────────────────────────────
If agents encounter blocked operations, they will STOP and
report back. You can then perform those manually.
═══════════════════════════════════════════════════════════════

Approve and start parallel implementation? (yes/no)

DO NOT spawn agents until user types "yes" or confirms.

Step 6: Spawn Agents with Pre-Authorized Tools

Only after user approval, spawn agents with these allowed tools:

Task({
  subagent_type: "general-purpose",
  model: "opus",
  prompt: "/implement {ID}",
  run_in_background: true,
  allowed_tools: [
    "Read",
    "Edit",
    "Write",
    "Glob",
    "Grep",
    "Bash(git add *)",
    "Bash(git commit *)",
    "Bash(git status)",
    "Bash(git diff *)",
    "Bash(git checkout -b *)",
    "Bash(git log *)",
    "Bash(npm install *)",
    "Bash(npm run *)",
    "Bash(npx *)"
  ]
})

Note: Dangerous operations are NOT in allowed_tools, so agents physically cannot perform them.

Workflow

/implement [auto] [-m] {ID} [{ID2} ...]
       ↓
1. Parse arguments: detect "auto" flag, "-m/--multi" flag, task ID(s)
2. If multi-task → Run pre-flight checks, spawn parallel agents, exit
3. Resolve task ID → find docs/task/{ID}-{name}.md
4. Read task document
5. If "auto" flag → set Automation: auto in task doc
6. Check Automation field (manual | auto)
7. Move task to "## In Progress" in TASKS.md
8. ⚠️ MANDATORY: Invoke specialized skills (see Step 2 below)
   └── /vercel-react-best-practices (if installed + React code)
   └── /supabase-postgres-best-practices (if installed + DB code)
9. Implement following task document steps
10. Commit with [task-{ID}] prefix for traceability
11. Update status to "TESTING" when complete
       ↓
┌─── Automation Mode? ───┐
│                        │
▼ Manual                 ▼ Auto
Notify user              Invoke /test {ID}
Ready for /test

⚠️ GUARDRAIL: Step 8 is NOT optional. If specialized skills are installed and relevant to the task, they MUST be invoked BEFORE writing any code. See "Step 2: Invoke Specialized Skills" below for details.

Auto Mode Behavior

When invoked with /implement auto {ID} OR task document has Automation: auto:

  1. If invoked with auto argument, update the task document to set Automation: auto
  2. After implementation completes, automatically invoke /test {ID}

Pre-Implementation Checklist

Before writing ANY code:

0. Parse Arguments

Check for flags and task ID(s):

  • -m or --multi → Multi-task mode (spawn parallel agents)
  • auto → Set automation mode
  • Remaining args → Task ID(s)

Examples:

  • /implement 1 → Single task, manual mode
  • /implement auto 1 → Single task, auto mode
  • /implement -m 1 2 3 → Multi-task, manual mode
  • /implement auto -m 1 2 → Multi-task, auto mode

If auto is detected, update the task document header:

> **Automation:** auto

1. Resolve Task ID

Convert the task ID to the task document path:

  1. Read TASKS.md
  2. Find the row with matching ID in the first column
  3. Get the task doc path from that row
  4. Verify the file exists in docs/task/

Example:

Input: /implement 1
TASKS.md row: | 1 | Dashboard Redesign | HIGH | [001-dashboard-redesign.md](...) |
Resolved: docs/task/001-dashboard-redesign.md

2. Read the Task Document (Primary Context Source)

docs/task/{ID}-{task-name}.md

IMPORTANT — Context Efficiency: The task document was created by the /task agent, which already performed a thorough codebase analysis. The task document contains all the context you need: requirements, file paths, implementation steps, and architectural decisions.

  • DO trust the task document as your primary source of truth
  • DO read the specific files listed in the task document's "Files to Modify" or implementation steps
  • DO NOT perform broad codebase exploration (scanning directories, reading unrelated files, trying to "understand the entire codebase")
  • DO NOT re-analyze architecture that the plan agent already documented

If the task document references specific files, read only those files. This keeps your context window efficient and avoids redundant exploration.

Understand:

  • Task ID (for commit messages)
  • Requirements (must have vs nice to have)
  • Proposed solution
  • File changes needed
  • Implementation steps

3. Invoke Specialized Skills (MANDATORY - DO NOT SKIP)

CRITICAL GUARDRAIL: Before writing ANY code, you MUST check for and invoke specialized skills. This is NOT optional.

Step 3a: Detect Installed Skills

Check if these skills are available by looking for them in the available skills/tools:

SkillDetectionInvoke When
/vercel-react-best-practicesSkill is listed in available toolsANY React/Next.js/TypeScript code
/supabase-postgres-best-practicesSkill is listed in available toolsANY database queries, RLS, schema, Supabase code
Step 3b: Invoke BEFORE Writing Code

If skill is detected → MUST invoke it FIRST, before writing any code.

# For React/Next.js projects:
/vercel-react-best-practices

# For Supabase/PostgreSQL projects:
/supabase-postgres-best-practices
Step 3c: Verification Checklist

Before proceeding to Step 4, confirm:

  • Checked if /vercel-react-best-practices is available
  • If available AND task involves React/Next.js → Invoked it
  • Checked if /supabase-postgres-best-practices is available
  • If available AND task involves database → Invoked it
HARD STOP - Do NOT Proceed If:
⛔ STOP: You detected a specialized skill is installed but did not invoke it.

This is a guardrail violation. You MUST:
1. Invoke the skill NOW before writing any code
2. Apply the best practices from the skill to your implementation
3. Only then proceed to Step 3

Skipping specialized skills leads to:
- Suboptimal code patterns
- Performance issues
- Security vulnerabilities
- Technical debt
Why this matters: These skills contain critical best practices from Vercel and Supabase engineers. Skipping them means writing code that may have performance issues, security vulnerabilities, or anti-patterns that will need to be fixed later.

4. Update TASKS.md

Move task from "Planned" to "In Progress":

## In Progress

| ID | Task | Started | Task Doc | Status |
|----|------|---------|----------|--------|
| 1 | Quick Actions Redesign | Jan 25 | [001-quick-actions.md](docs/task/001-quick-actions.md) | Implementing |

5. Verify Dependencies

Check that all prerequisites exist:

  • Required API endpoints
  • Required types/interfaces
  • Required packages installed
  • No blocking tasks

Commit Convention

IMPORTANT: All commits must include the task ID prefix for traceability.

Format

[task-{ID}] {type}: {description}

{optional body}

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

Examples

# Feature commit
git commit -m "[task-1] feat: Add JWT authentication middleware

Implements token validation and refresh logic.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>"

# Fix commit
git commit -m "[task-2] fix: Resolve portal login redirect issue

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>"

Why This Matters

The [task-{ID}] prefix enables:

  1. Traceability: Easy to see which commits belong to which task
  2. Multi-task support: When multiple agents work in parallel, /ship can identify task-specific changes
  3. Filtering: git log --grep="\[task-1\]" shows all commits for task 1
  4. PR generation: /ship can create accurate PR descriptions

Implementation Guidelines

Follow the Task Document

The task document is your spec. Follow it step by step:

  1. Step 1 → Complete → Verify
  2. Step 2 → Complete → Verify
  3. Continue until all steps done

Invoke Skills When Applicable (MUST Use If Installed)

SituationSkill (Required If Installed)
React/Next.js code/vercel-react-best-practices
Database work/supabase-postgres-best-practices
Need clarificationAsk user

Quality Standards

  • No any types - use proper TypeScript types
  • All hooks before early returns
  • AbortController in useEffect with fetches
  • Clean, readable code
  • Handle loading/error/empty states

Track Progress

Update the task document as you go:

  • Check off completed requirements
  • Note any deviations from plan
  • Document blockers encountered

Common Implementation Patterns

Creating New Files

// 1. Create the file
// 2. Add to index exports if needed
// 3. Import where used

Modifying Existing Files

// 1. Read the file first (always!)
// 2. Understand existing patterns
// 3. Make minimal, focused changes
// 4. Don't refactor unrelated code

Web Development

  • Check project's CLAUDE.md for patterns
  • Follow existing code patterns
  • Use proper authentication
  • Use ORM for database queries, not raw SQL

Completion Checklist

Before marking as ready for testing:

Code Quality

  • Code compiles without errors
  • No TypeScript errors
  • Follows existing patterns
  • No unnecessary complexity

Functionality

  • All "Must Have" requirements implemented
  • Happy path works
  • Loading states handled
  • Error states handled
  • Empty states handled

Task Document

  • Requirements checked off
  • Any deviations documented
  • Notes added for tester

Update Status to TESTING

When implementation is complete:

1. Update TASKS.md

Move to "Testing" section:

## Testing

| ID | Task | Task Doc | Test Report | Status |
|----|------|----------|-------------|--------|
| 1 | Quick Actions Redesign | [001-quick-actions.md](docs/task/001-quick-actions.md) | Pending | Ready for test |

2. Update Task Document

Add completion notes:

> **Status:** TESTING
> **Completed:** {Date}
> **Implementation Notes:** {Any important notes for tester}

3. Pre-Completion Verification (REQUIRED)

Before marking implementation complete, verify:

┌─────────────────────────────────────────────────────────────┐
│ ⚠️ SPECIALIZED SKILLS VERIFICATION                          │
├─────────────────────────────────────────────────────────────┤
│ □ Did task involve React/Next.js code?                      │
│   → If YES: Did you invoke /vercel-react-best-practices?    │
│                                                             │
│ □ Did task involve database/Supabase code?                  │
│   → If YES: Did you invoke /supabase-postgres-best-practices│
│                                                             │
│ □ If skill was available but NOT invoked:                   │
│   → STOP. Go back and invoke it. Apply best practices.      │
│   → Then return here to complete.                           │
└─────────────────────────────────────────────────────────────┘

If you skipped a specialized skill: You must go back, invoke it, review your code against the best practices, and make any necessary corrections before proceeding.

4. Inform User / Chain to Next Skill

Check the task document for Automation: auto field.

Manual Mode (or if Automation field is missing)
Implementation complete for: #{ID} - {Task Title}

Files changed:
- path/to/file1.tsx (created)
- path/to/file2.tsx (modified)

Commits made:
- [task-{ID}] feat: Add authentication middleware
- [task-{ID}] feat: Add token refresh logic

Next Steps:
  /test {ID}              # e.g., /test 1
  /test {ID}-{task-name}  # e.g., /test 001-auth-jwt
Auto Mode
Implementation complete for: #{ID} - {Task Title}

Files changed:
- path/to/file1.tsx (created)
- path/to/file2.tsx (modified)

[AUTO] Spawning /test with haiku model...

Use Task tool to spawn test agent with model: haiku: Task({subagent_type: "general-purpose", model: "haiku", prompt: "/test {ID}"})

Multi-Task Completion

When all parallel agents complete:

Multi-task implementation complete!

Results:
├── Task #1: ✓ Complete (3 commits)
├── Task #2: ✓ Complete (2 commits)
└── Task #3: ✗ Failed (blocked by missing API)

Next Steps (for successful tasks):
  /test 1                  # Test task #1
  /test 2                  # Test task #2
  /test 001-auth-jwt       # Using task name

Failed task requires attention:
  Task #3: See docs/task/003-feature-name.md for blocker details

Handling Issues

Blocked by Missing Dependency

  1. Document the blocker in task document
  2. Update TASKS.md status to "Blocked"
  3. Inform user with specific blocker details
  4. Create sub-task if needed via /task

Requirement Unclear

  1. Ask user for clarification
  2. Update task document with clarified requirements
  3. Continue implementation

Scope Creep

  1. Stick to task document scope
  2. Note additional ideas in "Nice to Have" or separate task
  3. Don't expand scope without user approval

Specialized Skills (MANDATORY When Installed)

These plugins must be installed separately. Once installed, invocation is MANDATORY — not optional.

PluginInstall FromWhen to Invoke
vercel-react-best-practicesvercel-labs/agent-skillsANY React/Next.js/TypeScript code
supabase-postgres-best-practicessupabase/agent-skillsANY database queries, RLS, schema, Supabase code

Enforcement Summary

┌────────────────────────────────────────────────────────────────┐
│ SPECIALIZED SKILLS ARE NOT OPTIONAL ONCE INSTALLED             │
├────────────────────────────────────────────────────────────────┤
│ 1. BEFORE writing code → Check if skills are available         │
│ 2. IF available AND relevant → INVOKE immediately              │
│ 3. APPLY best practices to your implementation                 │
│ 4. BEFORE completing → Verify you invoked required skills      │
│ 5. IF skipped → Go back, invoke, review code, fix issues       │
└────────────────────────────────────────────────────────────────┘

Failure to invoke specialized skills when available leads to:

  • Code that violates best practices
  • Performance issues that need fixing later
  • Security vulnerabilities
  • Technical debt and rework

平台分布

Codex

34.07%
按下载量换算48

Claude

30.22%
按下载量换算42

Cursor

20.9%
按下载量换算29

Gemini CLI

10.25%
按下载量换算14

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/eljun/claude-skills --skill implement 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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