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Agent Skill · 研究检索

skill-creator(技能创建器)

skill-creator 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。

skill-creator 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,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 55,679。

总安装 470周安装 19GitHub Stars 8下载 147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:skill-creator(技能创建器)
来源仓库:https://github.com/vamseeachanta/workspace-hub
仓库路径:skills/skill-creator
安装命令:
npx skills add https://github.com/vamseeachanta/workspace-hub --skill skill-creator
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/vamseeachanta/workspace-hub --skill skill-creator

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。

用于查找、检索和筛选相关信息,适合根据关键词、任务场景或来源线索快速定位候选结果。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。

安装命令:npx skills add https://github.com/vamseeachanta/workspace-hub --skill skill-creator 适用于 Codex、Claude、Cursor、Gemini CLI 等宿主环境。

来源仓库内路径:skills/skill-creator

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/vamseeachanta/workspace-hub --skill skill-crea…;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

skill-creator 怎么安装?

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

skill-creator 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。

skill-creator 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。

skill-creator 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。

skill-creator 用的人多吗?

公开数据是累计安装 470 次,近一周安装 19 次,下载 147 次,GitHub 8 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。

skill-creator 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。
  • 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。
  • 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

  • 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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

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
skill-creator

技能创建器 · 本页

4708需要联网MIT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

Skill Creator Skill

Overview

This skill guides the creation of new Claude Code skills. Skills are specialized instruction sets that enhance Claude's capabilities for specific domains, tasks, or workflows.

Quick Start

  1. Define scope - Answer: What problem? Who uses it? What outputs?
  2. Create structure - .claude/skills/skill-name/SKILL.md
  3. Write frontmatter - Name, description, version, category
  4. Add content - Overview, Instructions, Examples, Best Practices
  5. Test - Verify skill triggers correctly
# Create skill directory
mkdir -p .claude/skills/my-new-skill

# Create SKILL.md with template
cat > .claude/skills/my-new-skill/SKILL.md << 'EOF'
---
name: my-new-skill
description: Action-oriented description. Use for X, Y, and Z.
version: 1.0.0
category: [builders|tools|content-design|communication|meta]
---

# My New Skill

## Overview
[1-2 sentences explaining purpose]

## Instructions
[Step-by-step guidance]

## Examples
[Concrete examples]
EOF

When to Use

  • Building custom skills for specific domains
  • Creating reusable workflow templates
  • Standardizing organizational processes
  • Extending Claude Code capabilities
  • Documenting specialized knowledge

Skill Anatomy

File Structure

.claude/skills/
└── skill-name/
    ├── SKILL.md           # Required: Main skill definition
    └── resources/         # Optional: Supporting files
        ├── templates/
        ├── examples/
        └── data/

SKILL.md Structure

---
name: skill-name
description: One-line description of what this skill does and when to use it.
version: 1.0.0
category: builders
last_updated: 2026-01-02
related_skills:
  - related-skill-1
  - related-skill-2
---

# Skill Title

## Overview
Brief explanation of the skill's purpose and capabilities.

## Quick Start
Fastest path to value.

## When to Use
- Scenario 1
- Scenario 2
- Scenario 3

## Instructions
Detailed instructions for how to apply the skill.

## Examples
Concrete examples of the skill in action.

## Best Practices
Guidelines for effective use.

## Error Handling
Common issues and solutions.

## Metrics
How to measure success.

## Related Skills
Links to complementary skills.

## Version History
- **1.0.0** (YYYY-MM-DD): Initial release

Skill Design Principles

1. Clear Triggering

The description field is crucial--it determines when the skill activates:

Good descriptions:

description: Create professional presentations with python-pptx. Use for slide decks, pitch presentations, and visual reports.

Bad descriptions:

description: A skill for presentations.  # Too vague
description: This skill helps you...     # Starts with filler

Tips for descriptions:

  • Start with an action verb
  • Include specific use cases
  • Mention key technologies/tools
  • Keep under 200 characters

2. Progressive Disclosure

Structure content from general to specific:

## Overview
High-level purpose (always loaded)

## Quick Start
Fastest path to value

## Detailed Instructions
Comprehensive guidance

## Advanced Usage
Edge cases and optimization

## Reference
Complete API/options reference

3. Actionable Content

Every section should guide action:

## Bad: Conceptual only
CSS is a styling language for web pages.

## Good: Actionable
To style a button with hover effects:
\`\`\`css
.button {
    background: #007bff;
    transition: background 0.2s;
}
.button:hover {
    background: #0056b3;
}
\`\`\`

Creating a New Skill

Step 1: Define the Skill Scope

Answer these questions:

  1. What specific problem does this skill solve?
  2. Who is the target user?
  3. What inputs does it expect?
  4. What outputs does it produce?
  5. What tools/technologies does it use?

Step 2: Write the Frontmatter

---
name: lowercase-kebab-case
description: Action-oriented description with use cases. Use for X, Y, and Z.
version: 1.0.0
category: builders
last_updated: 2026-01-02
related_skills:
  - related-skill-1
---

Naming conventions:

  • Use lowercase with hyphens: api-testing, data-viz
  • Be descriptive but concise
  • Avoid generic names like helper or utils

Step 3: Structure the Content

Overview Section
## Overview

[1-2 sentences explaining what this skill enables]

**Key Capabilities:**
- Capability 1
- Capability 2
- Capability 3
Instructions Section
## Instructions

### [Task Category 1]

[Step-by-step instructions]

\`\`\`language
// Code example
\`\`\`

### [Task Category 2]

[More instructions with examples]
Examples Section
## Examples

### Example 1: [Scenario Name]

**Input:** [What user provides]

**Process:** [What skill does]

**Output:** [What user receives]

\`\`\`
// Complete working example
\`\`\`

Step 4: Add Supporting Materials

If needed, create resources:

skill-name/
├── SKILL.md
└── resources/
    ├── templates/
    │   └── starter.template
    ├── examples/
    │   └── complete-example.py
    └── config/
        └── defaults.yaml

Reference them in SKILL.md:

See [starter template](resources/templates/starter.template) for a quick start.

Skill Templates

Technical Skill Template

---
name: tech-skill-name
description: Technical capability description. Use for specific technical tasks.
version: 1.0.0
category: builders
---

# Technical Skill Name

## Overview

This skill provides [capability] using [technology/tool].

## Prerequisites

- Dependency 1
- Dependency 2

## Installation

\`\`\`bash
# Installation commands
\`\`\`

## Quick Start

\`\`\`language
// Minimal working example
\`\`\`

## Core Operations

### Operation 1

\`\`\`language
// Code
\`\`\`

### Operation 2

\`\`\`language
// Code
\`\`\`

## Configuration Options

| Option | Type | Default | Description |
|--------|------|---------|-------------|
| option1 | string | "default" | Description |

## Error Handling

### Common Errors

**Error: [Error Name]**
- Cause: [Why it happens]
- Solution: [How to fix]

## Best Practices

1. Practice 1
2. Practice 2
3. Practice 3

Process Skill Template

---
name: process-skill-name
description: Process/workflow description. Use for organizational tasks.
version: 1.0.0
category: communication
---

# Process Skill Name

## Overview

This skill guides [process type] for [outcome].

## When to Use

- Situation 1
- Situation 2
- Situation 3

## Process Steps

### Step 1: [Name]

[Instructions]

**Checklist:**
- [ ] Item 1
- [ ] Item 2

### Step 2: [Name]

[Instructions]

**Template:**
\`\`\`
[Template content]
\`\`\`

### Step 3: [Name]

[Instructions]

## Templates

### [Template Name]

\`\`\`
[Full template]
\`\`\`

## Examples

### [Scenario]

[Complete worked example]

## Tips

- Tip 1
- Tip 2
- Tip 3

Creative Skill Template

---
name: creative-skill-name
description: Creative capability description. Use for design/content creation.
version: 1.0.0
category: content-design
---

# Creative Skill Name

## Overview

This skill enables creation of [output type] with [characteristics].

## Design Principles

### Principle 1: [Name]
[Explanation]

### Principle 2: [Name]
[Explanation]

## Styles & Variations

### Style 1: [Name]
[Description and examples]

### Style 2: [Name]
[Description and examples]

## Creation Process

### Phase 1: [Name]
[Instructions]

### Phase 2: [Name]
[Instructions]

## Technical Implementation

\`\`\`language
// Code for creating the output
\`\`\`

## Quality Checklist

- [ ] Criterion 1
- [ ] Criterion 2
- [ ] Criterion 3

## Inspiration & Examples

[Gallery of examples with explanations]

Execution Checklist

Before creating a skill:

  • Scope clearly defined (problem, users, inputs, outputs)
  • Name follows kebab-case convention
  • Description is action-oriented with use cases

During creation:

  • Frontmatter complete (name, description, version, category)
  • Overview explains value in 2-3 sentences
  • Quick Start provides immediate value
  • Instructions are actionable, not conceptual
  • Examples are complete and runnable

After creation:

  • Skill triggers correctly when invoked
  • Code examples tested and working
  • Related skills referenced in new skill's frontmatter
  • Existing related skills updated — search for skills that overlap or compose with this one; add this skill to their related_skills: frontmatter (bidirectional linking is mandatory)
  • Version history added

Skill Quality Checklist

Content Quality

  • Description clearly states purpose and trigger conditions
  • Overview explains value proposition in 2-3 sentences
  • Instructions are actionable, not just conceptual
  • Examples are complete and runnable
  • Best practices are specific and justified

Structure Quality

  • Follows progressive disclosure (general -> specific)
  • Uses consistent heading hierarchy
  • Code blocks have language tags
  • Tables are properly formatted
  • Lists are parallel in structure

Usability

  • Can be used without reading entire document
  • Quick start enables immediate value
  • Error scenarios are addressed
  • Edge cases are documented
  • Related skills are referenced

Technical Accuracy

  • Code examples are tested and work
  • Dependencies are listed
  • Version requirements are specified
  • Installation steps are complete

Error Handling

Common Errors

Error: Skill not triggering

  • Cause: Description too vague or doesn't match user intent
  • Solution: Rewrite description with specific use cases and action verbs

Error: Skill content too large

  • Cause: Too much content in single SKILL.md
  • Solution: Move large examples to resources/ folder, keep SKILL.md under 500 lines

Error: Circular skill references

  • Cause: Skills reference each other in loops
  • Solution: Review related_skills, ensure DAG structure

Error: Outdated code examples

  • Cause: Dependencies or APIs changed
  • Solution: Test examples regularly, update version history

Skill Maintenance

Versioning

Track significant changes:

<!-- At end of SKILL.md -->

---
## Version History

- **1.2.0** (2025-01-15): Added new feature X
- **1.1.0** (2024-12-01): Updated examples for tool v2
- **1.0.0** (2024-10-15): Initial release

Deprecation

When retiring a skill:

---
name: old-skill-name
description: DEPRECATED - Use new-skill-name instead. [Original description]
deprecated: true
deprecated_date: 2026-01-02
replacement: new-skill-name
---

Metrics

Track skill effectiveness:

MetricTargetHow to Measure
Trigger accuracy>90%Skill activates when intended
Completion rate>85%Users complete skill workflow
Error rate<10%Failed executions / total
Update frequencyMonthlyLast update within 30 days
User satisfaction>4/5Feedback ratings

Integration with Claude Code

Skill Discovery

Skills are discovered from:

  1. .claude/skills/ in project directory
  2. ~/.claude/skills/ for user-level skills

Skill Loading

  • Metadata: Always loaded (name, description)
  • Body: Loaded when skill is triggered
  • Resources: Loaded on demand

Best Practices for Performance

  1. Keep SKILL.md focused (under 500 lines ideal)
  2. Move large examples to resources/
  3. Reference external documentation for comprehensive APIs
  4. Use code blocks sparingly--quality over quantity

Related Skills


Version History

  • 2.0.0 (2026-01-02): Upgraded to v2 template - added Quick Start, When to Use, Execution Checklist, Error Handling, Metrics sections; enhanced frontmatter with version, category, related_skills
  • 1.0.0 (2024-10-15): Initial release with skill anatomy, design principles, templates, quality checklist

平台分布

Claude Code

27.48%
按下载量换算40

windsurf

21.33%
按下载量换算31

trae

17.17%
按下载量换算25

OpenCode

14.04%
按下载量换算21

Cursor

7.32%
按下载量换算11

Codex

3.91%
按下载量换算6

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

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。

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