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Agent Skill · 研究检索

concept-workflow(概念工作流程)

concept-workflow 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。

concept-workflow 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,权限为需要联网;许可证为 MIT,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 17,245。

总安装 6,720周安装 280GitHub Stars 66,315下载 2,240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:concept-workflow(概念工作流程)
来源仓库:https://github.com/leonardomso/33-js-concepts
仓库路径:skills/concept-workflow
安装命令:
npx skills add https://github.com/leonardomso/33-js-concepts --skill concept-workflow
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/leonardomso/33-js-concepts --skill concept-workflow

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。

提供端到端的概念页面创建流程,整合资源整理、文档编写和质量检查。自动执行 SEO 优化、技术验证和测试用例生成等质量保障环节。确保新创建的概念页面具备完整性和搜索可见性。安装前需确认权限范围和维护状态,注意是否涉及联网、命令执行或文件读写操作。

concept-workflow 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/concept-workflow

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/leonardomso/33-js-concepts --skill concept-wor…;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

    它需要需要联网,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

concept-workflow 怎么安装?

在终端执行 npx skills add https://github.com/leonardomso/33-js-concepts --skill concept-workflow。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

concept-workflow 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。

concept-workflow 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

concept-workflow 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。

concept-workflow 用的人多吗?

公开数据是累计安装 6,720 次,近一周安装 280 次,下载 2,240 次,GitHub 66,315 星。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。

concept-workflow 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 来源仓库有 66,315 星,维护活跃度相对可查。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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

  • 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
concept-workflow

概念工作流程 · 本页

6,72066,315需要联网MIT有提醒

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

Skill: Complete Concept Workflow

Use this skill to create a complete, high-quality concept page from start to finish. This skill orchestrates all five specialized skills in the optimal order:

  1. Resource Curation — Find quality learning resources
  2. Concept Writing — Write the documentation page
  3. Test Writing — Create tests for code examples
  4. Fact Checking — Verify technical accuracy
  5. SEO Review — Optimize for search visibility

When to Use

  • Creating a brand new concept page from scratch
  • Completely rewriting an existing concept page
  • When you want a full end-to-end workflow with all quality checks

For partial tasks, use individual skills instead:

  • Just adding resources? Use resource-curator
  • Just writing content? Use write-concept
  • Just adding tests? Use test-writer
  • Just verifying accuracy? Use fact-check
  • Just optimizing SEO? Use seo-review

Workflow Overview

┌─────────────────────────────────────────────────────────────────────────────┐
│                     COMPLETE CONCEPT WORKFLOW                                │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                              │
│  INPUT: Concept name (e.g., "hoisting", "event-loop", "promises")           │
│                                                                              │
│  ┌──────────────────┐                                                        │
│  │ PHASE 1: RESEARCH │                                                       │
│  │ resource-curator  │  Find MDN refs, articles, videos                      │
│  └────────┬─────────┘                                                        │
│           ▼                                                                  │
│  ┌──────────────────┐                                                        │
│  │ PHASE 2: WRITE   │                                                        │
│  │ write-concept    │  Create the documentation page                         │
│  └────────┬─────────┘                                                        │
│           ▼                                                                  │
│  ┌──────────────────┐                                                        │
│  │ PHASE 3: TEST    │                                                        │
│  │ test-writer      │  Generate tests for all code examples                  │
│  └────────┬─────────┘                                                        │
│           ▼                                                                  │
│  ┌──────────────────┐                                                        │
│  │ PHASE 4: VERIFY  │                                                        │
│  │ fact-check       │  Verify accuracy, run tests, check links               │
│  └────────┬─────────┘                                                        │
│           ▼                                                                  │
│  ┌──────────────────┐                                                        │
│  │ PHASE 5: OPTIMIZE│                                                        │
│  │ seo-review       │  SEO audit and final optimizations                     │
│  └────────┬─────────┘                                                        │
│           ▼                                                                  │
│  OUTPUT: Complete, tested, verified, SEO-optimized concept page              │
│                                                                              │
└─────────────────────────────────────────────────────────────────────────────┘

Phase 1: Resource Curation

Skill: resource-curator Goal: Gather high-quality external resources before writing

What to Do

  1. Identify the concept category (fundamentals, async, OOP, etc.)
  2. Search for MDN references — Official documentation
  3. Find quality articles — Target 4-6 from trusted sources
  4. Find quality videos — Target 3-4 from trusted creators
  5. Evaluate each resource — Check quality criteria
  6. Write specific descriptions — 2 sentences each
  7. Format as Card components — Ready to paste into the page

Deliverables

  • List of 2-4 MDN/reference links with descriptions
  • List of 4-6 article links with descriptions
  • List of 3-4 video links with descriptions
  • Optional: 1-2 courses or books

Quality Gates

Before moving to Phase 2:

  • All links verified working (200 response)
  • All resources are JavaScript-focused
  • Descriptions are specific, not generic
  • Mix of beginner and advanced content

Phase 2: Concept Writing

Skill: write-concept Goal: Create the full documentation page

What to Do

  1. Determine the category for file organization
  2. Create the frontmatter (title, sidebarTitle, description)
  3. Write the opening hook — Question that draws readers in
  4. Add opening code example — Simple example in first 200 words
  5. Write "What you'll learn" box — 5-7 bullet points
  6. Write main content sections:

- What is [concept]? (with 40-60 word definition for featured snippet) - Real-world analogy - How it works (with diagrams) - Code examples (multiple, progressive complexity) - Common mistakes - Edge cases

  1. Add Key Takeaways — 8-10 numbered points
  2. Add Test Your Knowledge — 5-6 Q&A accordions
  3. Add Related Concepts — 4 Cards linking to related topics
  4. Add Resources — Paste resources from Phase 1

Deliverables

  • Complete .mdx file at /docs/concepts/{concept-name}.mdx
  • File added to docs.json navigation (if new)

Quality Gates

Before moving to Phase 3:

  • Frontmatter complete (title, sidebarTitle, description)
  • Opens with question hook
  • Code example in first 200 words
  • "What you'll learn" Info box present
  • All required sections present
  • Resources section complete
  • 1,500+ words

Phase 3: Test Writing

Skill: test-writer Goal: Create comprehensive tests for all code examples

What to Do

  1. Scan the concept page for all code examples
  2. Categorize examples:

- Testable (console.log, return values) - DOM-specific (needs jsdom) - Error examples (toThrow) - Conceptual (skip)

  1. Create test file at tests/{category}/{concept}/{concept}.test.js
  2. Create DOM test file (if needed) at tests/{category}/{concept}/{concept}.dom.test.js
  3. Write tests for each code example with source line references
  4. Run tests to verify all pass

Deliverables

  • Test file: tests/{category}/{concept-name}/{concept-name}.test.js
  • DOM test file (if applicable): tests/{category}/{concept-name}/{concept-name}.dom.test.js
  • All tests passing

Quality Gates

Before moving to Phase 4:

  • All testable code examples have tests
  • Source line references in comments
  • Tests pass: npm test -- tests/{category}/{concept}/
  • DOM tests in separate file with jsdom directive

Phase 4: Fact Checking

Skill: fact-check Goal: Verify technical accuracy of all content

What to Do

  1. Verify code examples:

- Run tests: npm test -- tests/{category}/{concept}/ - Check any untested examples manually - Verify output comments match actual outputs

  1. Verify MDN/spec claims:

- Click all MDN links — verify they work - Compare API descriptions to MDN - Check ECMAScript spec for nuanced claims

  1. Verify external resources:

- Check all article/video links work - Skim content for accuracy - Verify descriptions match content

  1. Audit technical claims:

- Look for "always/never" statements - Verify performance claims - Check for common misconceptions

  1. Generate fact-check report

Deliverables

  • Fact-check report documenting:

- Code verification results - Link check results - Any issues found and fixes made

Quality Gates

Before moving to Phase 5:

  • All tests passing
  • All MDN links valid
  • All external resources accessible
  • No technical inaccuracies found
  • No common misconceptions

Phase 5: SEO Review

Skill: seo-review Goal: Optimize for search visibility

What to Do

  1. Audit title tag:

- 50-60 characters - Primary keyword in first half - Ends with "in JavaScript" - Contains compelling hook

  1. Audit meta description:

- 150-160 characters - Starts with action word (Learn, Understand, Discover) - Contains primary keyword - Promises specific value

  1. Audit keyword placement:

- Keyword in title - Keyword in description - Keyword in first 100 words - Keyword in at least one H2

  1. Audit content structure:

- Question hook opening - Code in first 200 words - "What you'll learn" box - Short paragraphs

  1. Audit featured snippet optimization:

- 40-60 word definition after "What is" H2 - Question-format H2s - Numbered steps for how-to content

  1. Audit internal linking:

- 3-5 related concepts linked - Descriptive anchor text - Related Concepts section complete

  1. Calculate score and fix any issues

Deliverables

  • SEO audit report with score (X/27)
  • All high-priority fixes implemented

Quality Gates

Before marking complete:

  • Score 24+ out of 27 (90%+)
  • Title optimized
  • Meta description optimized
  • Keywords placed naturally
  • Featured snippet optimized
  • Internal links complete

Complete Workflow Checklist

Use this master checklist to track progress through all phases.

# Concept Workflow: [Concept Name]

**Started:** YYYY-MM-DD
**Target Category:** {category}
**File Path:** `/docs/concepts/{concept-name}.mdx`
**Test Path:** `/tests/{category}/{concept-name}/`

---

## Phase 1: Resource Curation
- [ ] MDN references found (2-4)
- [ ] Articles found (4-6)
- [ ] Videos found (3-4)
- [ ] All links verified working
- [ ] Descriptions written (specific, 2 sentences)
- [ ] Resources formatted as Cards

**Status:** ⬜ Not Started | 🟡 In Progress | ✅ Complete

---

## Phase 2: Concept Writing
- [ ] Frontmatter complete
- [ ] Opening hook written
- [ ] Opening code example added
- [ ] "What you'll learn" box added
- [ ] Main content sections written
- [ ] Key Takeaways added
- [ ] Test Your Knowledge added
- [ ] Related Concepts added
- [ ] Resources pasted from Phase 1
- [ ] Added to docs.json (if new)

**Status:** ⬜ Not Started | 🟡 In Progress | ✅ Complete

---

## Phase 3: Test Writing
- [ ] Code examples extracted and categorized
- [ ] Test file created
- [ ] DOM test file created (if needed)
- [ ] All testable examples have tests
- [ ] Source line references added
- [ ] Tests run and passing

**Test Results:** X passing, X failing

**Status:** ⬜ Not Started | 🟡 In Progress | ✅ Complete

---

## Phase 4: Fact Checking
- [ ] All tests passing
- [ ] Code examples verified accurate
- [ ] MDN links checked (X/X valid)
- [ ] External resources checked (X/X valid)
- [ ] Technical claims audited
- [ ] No misconceptions found
- [ ] Issues fixed

**Status:** ⬜ Not Started | 🟡 In Progress | ✅ Complete

---

## Phase 5: SEO Review
- [ ] Title tag optimized (50-60 chars)
- [ ] Meta description optimized (150-160 chars)
- [ ] Keywords placed correctly
- [ ] Content structure verified
- [ ] Featured snippet optimized
- [ ] Internal links complete

**SEO Score:** X/27 (X%)

**Status:** ⬜ Not Started | 🟡 In Progress | ✅ Complete

---

## Final Status

**All Phases Complete:** ⬜ No | ✅ Yes
**Ready to Publish:** ⬜ No | ✅ Yes
**Completed:** YYYY-MM-DD

Execution Instructions

When executing this workflow, follow these steps:

Step 1: Initialize

Starting concept workflow for: [CONCEPT NAME]

Category: [fundamentals/functions-execution/web-platform/etc.]
File: /docs/concepts/[concept-name].mdx
Tests: /tests/[category]/[concept-name]/

Step 2: Execute Each Phase

For each phase:

  1. Announce the phase: ## Phase X: [Phase Name] Using skill: [skill-name]
  2. Load the skill to get detailed instructions
  3. Execute the phase following the skill's methodology
  4. Report completion: Phase X complete: - [Deliverable 1] - [Deliverable 2] - Quality gates: ✅ All passed
  5. Move to next phase only after quality gates pass

Step 3: Final Report

After all phases complete:

# Workflow Complete: [Concept Name]

## Summary
- **Concept Page:** `/docs/concepts/[concept-name].mdx`
- **Test File:** `/tests/[category]/[concept-name]/[concept-name].test.js`
- **Word Count:** X,XXX words
- **Code Examples:** XX (XX tested)
- **Resources:** X MDN, X articles, X videos

## Quality Metrics
- **Tests:** XX passing
- **Fact Check:** ✅ All verified
- **SEO Score:** XX/27 (XX%)

## Files Created/Modified
1. `/docs/concepts/[concept-name].mdx` (created)
2. `/docs/docs.json` (updated navigation)
3. `/tests/[category]/[concept-name]/[concept-name].test.js` (created)

## Ready to Publish: ✅ Yes

Phase Dependencies

Some phases can be partially parallelized, but the general flow should be:

Phase 1 (Resources) ──┐
                      ├──► Phase 2 (Writing) ──► Phase 3 (Tests) ──┐
                      │                                             │
                      │         ┌───────────────────────────────────┘
                      │         ▼
                      └──► Phase 4 (Fact Check) ──► Phase 5 (SEO)
  • Phase 1 before Phase 2: Resources inform what to write
  • Phase 2 before Phase 3: Need content before writing tests
  • Phase 3 before Phase 4: Tests are part of fact-checking
  • Phase 4 before Phase 5: Fix accuracy issues before SEO polish

Skill Reference

PhaseSkillPurpose
1resource-curatorFind and evaluate external resources
2write-conceptWrite the documentation page
3test-writerGenerate tests for code examples
4fact-checkVerify technical accuracy
5seo-reviewOptimize for search visibility

Each skill has detailed instructions in its own SKILL.md file. Load the appropriate skill at each phase for comprehensive guidance.


Time Estimates

PhaseEstimated TimeNotes
Phase 1: Resources15-30 minDepends on availability of quality resources
Phase 2: Writing1-3 hoursDepends on concept complexity
Phase 3: Tests30-60 minDepends on number of code examples
Phase 4: Fact Check15-30 minMost automated via tests
Phase 5: SEO15-30 minMostly checklist verification
Total2-5 hoursFor a complete concept page

Quick Start

To start the workflow for a new concept:

1. Determine the concept name and category
2. Load this skill (concept-workflow)
3. Execute Phase 1: Load resource-curator, find resources
4. Execute Phase 2: Load write-concept, write the page
5. Execute Phase 3: Load test-writer, create tests
6. Execute Phase 4: Load fact-check, verify accuracy
7. Execute Phase 5: Load seo-review, optimize SEO
8. Generate final report
9. Commit changes

Example prompt to start:

"Create a complete concept page for 'hoisting' using the concept-workflow skill"

This will trigger the full end-to-end workflow, creating a complete, tested, verified, and SEO-optimized concept page.

平台分布

Claude Code

27.25%
按下载量换算610

goose

24.63%
按下载量换算552

Antigravity

17.25%
按下载量换算386

Gemini CLI

13.27%
按下载量换算297

OpenCode

8.96%
按下载量换算201

Cursor

3.51%
按下载量换算79

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。

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