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Agent Skill · 研究检索

documentation-implementation(文档实现)

用于辅助文档、README、Markdown、说明文和内容稿件的整理与改写。它适合让 Agent 提炼结构、补齐章节、统一术语、检查链接或把零散材料整理成可读文档。使用时应保留项目已有事实、命令和路径,不要把未确认的信息写成确定结论;涉及对外文案时,还需要控制语气,避免过度营销或夸大能力。

documentation-implementation 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,权限为接触敏感数据;许可证为 MIT,暂无第三方扫描结果,按安装量在研究检索类的 73,675 个 Skill 里排第 6,162。

总安装 23,136周安装 815GitHub Stars 公开资料未说明下载 9,800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
MIT

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:documentation-implementation(文档实现)
来源仓库:https://github.com/jpicklyk/task-orchestrator
仓库路径:skills/documentation-implementation
安装命令:
npx skills add jpicklyk/task-orchestrator --skill "documentation-implementation"
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。

AgentSkills.tonpx skills
npx skills add jpicklyk/task-orchestrator --skill "documentation-implementation"

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。

发现并安装 AI 代理的技能,增强自动化任务编排灵活性。适用于复杂业务流程中嵌入文档相关子任务提升整体协同效率。通过技能注册机制动态加载功能模块无需修改核心代码结构。应评估技能对现有系统的侵入程度,做好回滚预案以防意外中断服务。

documentation-implementation 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/documentation-implementation

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 jpicklyk/task-orchestrator --skill "documentation-implementation";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

    它需要接触敏感数据,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

documentation-implementation 怎么安装?

在终端执行 npx skills add jpicklyk/task-orchestrator --skill "documentation-implementation"。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

documentation-implementation 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。

documentation-implementation 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

documentation-implementation 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

documentation-implementation 用的人多吗?

公开数据是累计安装 23,136 次,近一周安装 815 次,下载 9,800 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。

documentation-implementation 安全吗?

没有查到第三方扫描结果,安全性无法从公开资料判断,安装前请自行审查源码、依赖和命令行为。

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。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 没有第三方扫描结果,安全性只能靠自己读源码判断。
  • 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

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 要求有安全扫描结论才肯安装的团队。
  • 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
documentation-implementation

文档实现 · 本页

23,136—接触敏感数据MIT未收录

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

name
Documentation Implementation
description
Technical documentation, API references, user guides, maintaining documentation quality. Use for documentation, docs, user-docs, api-docs, guide, readme tags. Provides documentation patterns, validation, clarity standards.
allowed-tools
Read, Write, Edit, Grep, Glob

Documentation Implementation Skill

Domain-specific guidance for creating clear, comprehensive technical documentation.

When To Use This Skill

Load this Skill when task has tags:

  • documentation, docs, user-docs, api-docs
  • guide, readme, tutorial, reference

Validation Commands

Check Documentation

# Markdown linting
npx markdownlint **/*.md

# Spell check
npx cspell "**/*.md"

# Link checking
npx markdown-link-check docs/**/*.md

# Build documentation site (if applicable)
npm run docs:build
mkdocs build

Preview Documentation

# Live preview
npm run docs:serve
mkdocs serve

# Static site preview
python -m http.server 8000 -d docs/

Success Criteria (Before Completing Task)

✅ Documentation is accurate (reflects actual behavior) ✅ Documentation is complete (all required sections present) ✅ Examples work (code examples run without errors) ✅ Links are valid (no broken links) ✅ Spelling and grammar correct ✅ Follows project style guide

Common Documentation Tasks

API Documentation

  • Endpoint descriptions (path, method)
  • Request parameters (required, optional, types)
  • Response schemas (success, error)
  • Status codes (200, 400, 401, 404, 500)
  • Example requests/responses
  • Authentication requirements

User Guides

  • Step-by-step instructions
  • Screenshots or diagrams
  • Prerequisites
  • Troubleshooting section
  • FAQs

README Files

  • Project overview
  • Installation instructions
  • Quick start guide
  • Configuration options
  • Contributing guidelines

Code Documentation

  • Function/method descriptions
  • Parameter documentation
  • Return value documentation
  • Usage examples
  • Edge cases and gotchas

Documentation Patterns

API Endpoint Documentation

## POST /api/users

Creates a new user account.

**Authentication:** Required (Bearer token)

**Request Body:**

{ "email": " [email protected] ", // Required, must be valid email "password": "secure123", // Required, min 8 characters "name": "John Doe" // Required }


**Success Response (201 Created):**

{ "id": "550e8400-e29b-41d4-a716-446655440000", "email": " [email protected] ", "name": "John Doe", "createdAt": "2024-01-15T10:30:00Z" }


**Error Responses:**

- **400 Bad Request** - Invalid input

{ "error": "Invalid email format", "code": "VALIDATION_ERROR" }


- **409 Conflict** - Email already exists

{ "error": "Email already registered", "code": "DUPLICATE_EMAIL" }


**Example Request:**

curl -X POST https://api.example.com/api/users \ -H "Authorization: Bearer YOUR_TOKEN" \ -H "Content-Type: application/json" \ -d '{ "email": " [email protected] ", "password": "secure123", "name": "John Doe" }'

User Guide Pattern

# Setting Up User Authentication

This guide walks you through enabling user authentication in your application.

## Prerequisites

- Node.js 18+ installed
- Database configured
- Admin access to the application

## Step 1: Install Required Packages

npm install bcrypt jsonwebtoken express-session


## Step 2: Configure Environment Variables

Create a `.env` file in your project root:

JWT_SECRET=your-secret-key-here SESSION_TIMEOUT=3600


## Step 3: Enable Authentication

Edit `config/app.js` and add:

const authMiddleware = require('./middleware/auth'); app.use(authMiddleware);


## Step 4: Test Authentication

1. Start your application: `npm start`
2. Navigate to http://localhost:3000/login
3. Use test credentials:
   - Email:  [email protected] 
   - Password: test123
4. You should be redirected to the dashboard

## Troubleshooting

**Problem:** Login fails with "Invalid credentials"
**Solution:** Check that you've run database migrations: `npm run migrate`

**Problem:** Session expires immediately
**Solution:** Verify JWT_SECRET is set in `.env` file

Code Documentation Pattern

/**
 * Creates a new user account with the provided information.
 *
 * This function validates the user data, hashes the password using bcrypt,
 * and persists the user to the database. Email uniqueness is enforced at
 * the database level.
 *
 * @param email User's email address (must be valid format and unique)
 * @param password Plain text password (min 8 characters, will be hashed)
 * @param name User's full name
 * @return Created user with generated ID and timestamps
 * @throws ValidationException if email format is invalid or password too short
 * @throws DuplicateEmailException if email already registered
 * @throws DatabaseException if database operation fails
 *
 * @example
 * ```kotlin
 * val user = userService.createUser(
 *     email = " [email protected] ",
 *     password = "secure123",
 *     name = "John Doe"
 * )
 * println(user.id)  // UUID generated by database
 * ```
 *
 * @see User
 * @see validateEmail
 * @see hashPassword
 */
fun createUser(email: String, password: String, name: String): User {
    // Implementation
}

Common Blocker Scenarios

Blocker 1: Implementation Incomplete

Issue: Cannot document features that don't exist yet

What to try:

  • Check if implementation task is truly complete
  • Test the feature manually
  • Check API responses match requirements

If blocked: Report to orchestrator - implementation incomplete or requirements unclear

Blocker 2: API Behavior Unclear

Issue: Don't know what endpoint does, what parameters mean, or what responses look like

What to try:

  • Test API endpoints manually (Postman, curl)
  • Read implementation code
  • Check for existing API specs (OpenAPI, GraphQL schema)
  • Check task requirements

If blocked: Report to orchestrator - need clarification on API behavior

Blocker 3: Missing Design Assets

Issue: User guide needs screenshots but UI not implemented or accessible

What to try:

  • Use placeholder images with captions
  • Describe steps verbally without screenshots
  • Check if mockups/designs available

If blocked: Report to orchestrator - need access to UI or design assets

Blocker 4: Contradictory Information

Issue: Code does X, requirements say Y, existing docs say Z

What to try:

  • Test actual behavior
  • Document what code actually does
  • Note discrepancy in comments

If blocked: Report to orchestrator - need authoritative answer on correct behavior

Blocker 5: Technical Details Missing

Issue: Don't know how something works internally to document it

What to try:

  • Read implementation code
  • Ask implementation engineer (check task history)
  • Document what's observable from outside

If blocked: Report to orchestrator - need technical details from implementer

Blocker Report Format

⚠️ BLOCKED - Requires Senior Engineer

Issue: [Specific problem - implementation incomplete, unclear behavior, etc.]

Attempted Research:
- [What sources you checked]
- [What you tried to find out]
- [Why it didn't work]

Blocked By: [Task ID / incomplete implementation / unclear requirements]

Partial Progress: [What documentation you DID complete]

Requires: [What needs to happen to unblock documentation]

Documentation Quality Checklist

Clarity

✅ Uses simple, clear language ✅ Defines technical terms on first use ✅ Short sentences (< 25 words) ✅ Active voice ("Click the button" not "The button should be clicked") ✅ Consistent terminology (don't switch between "user" and "account")

Completeness

✅ All required sections present ✅ All parameters documented ✅ All status codes explained ✅ Edge cases covered ✅ Examples provided ✅ Troubleshooting section included

Accuracy

✅ Code examples run without errors ✅ Screenshots match current UI ✅ API responses match actual responses ✅ Links work (no 404s) ✅ Version numbers correct

Formatting

✅ Consistent heading levels ✅ Code blocks have language specified ✅ Lists use consistent bullet style ✅ Tables formatted correctly ✅ Proper markdown syntax

Writing Style Guidelines

Use Active Voice

❌ Passive: "The user object is returned by the API" ✅ Active: "The API returns the user object"

Be Specific

❌ Vague: "Call the endpoint with the data" ✅ Specific: "Send a POST request to /api/users with email, password, and name"

Show, Don't Just Tell

❌ Abstract: "Configure the authentication settings" ✅ Concrete:

Edit config/auth.js and set:

module.exports = { jwtSecret: 'your-secret-here', tokenExpiry: '24h' };

Include Examples

Every documented feature should have:

  • Code example showing usage
  • Expected output
  • Common use cases

Anticipate Questions

After each instruction, ask:

  • What could go wrong here?
  • What might be unclear?
  • What would I wonder about?

Add troubleshooting for those questions.

Common Patterns to Follow

  1. Start with overview - what it is, why it matters
  2. Prerequisites first - what user needs before starting
  3. Step-by-step instructions - numbered, one action per step
  4. Examples that work - test all code examples
  5. Troubleshooting section - common problems and solutions
  6. Clear formatting - headings, code blocks, lists
  7. Links to related docs - help users find more information

What NOT to Do

❌ Don't use jargon without explaining it ❌ Don't assume prior knowledge ❌ Don't skip error cases ❌ Don't provide untested code examples ❌ Don't use vague terms ("simply", "just", "obviously") ❌ Don't forget to update docs when code changes ❌ Don't document implementation details users don't need

Focus Areas

When reading task sections, prioritize:

  • requirements - What needs documenting
  • context - Purpose and audience
  • documentation - Existing docs to update
  • implementation - How it actually works

Remember

  • Accuracy is critical - test everything you document
  • Clarity over cleverness - simple language wins
  • Examples are essential - every feature needs working examples
  • Update, don't duplicate - check if docs already exist
  • Test your instructions - follow them yourself
  • Report blockers promptly - missing information, incomplete features
  • Users read docs when stuck - be helpful and thorough

Additional Resources

For deeper patterns and examples, see:

  • PATTERNS.md - Advanced documentation patterns, style guides (load if needed)
  • BLOCKERS.md - Detailed documentation-specific blockers (load if stuck)
  • examples.md - Complete documentation examples (load if uncertain)

平台分布

windsurf

26.56%
按下载量换算2,603

OpenCode

24.11%
按下载量换算2,363

Codex

17.46%
按下载量换算1,711

Claude Code

11.8%
按下载量换算1,156

Antigravity

8.25%
按下载量换算809

Gemini CLI

3.4%
按下载量换算333

安全审计

暂无安全审计结果可展示。

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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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