skill-creator（技能创建器）

Skill Creator

Guide for creating effective skills that extend Claude's capabilities.

About Skills

Skills are modular, self-contained packages that provide:

1. Specialized workflows - Multi-step procedures for specific domains
2. Tool integrations - Instructions for working with specific file formats or APIs
3. Domain expertise - Company-specific knowledge, schemas, business logic
4. Bundled resources - Scripts, references, and assets for complex tasks

Core Principles

Concise is Key

The context window is a public good. Only add context Claude doesn't already have.

• Challenge each piece of information: "Does Claude really need this?"
• Prefer concise examples over verbose explanations
• Default assumption: Claude is already very smart

Set Appropriate Degrees of Freedom

Anatomy of a Skill

skill-name/
├── SKILL.md (required)
│   ├── YAML frontmatter (name, description)
│   └── Markdown instructions
└── Bundled Resources (optional)
    ├── scripts/      - Executable code
    ├── references/   - Documentation loaded as needed
    └── assets/       - Files used in output (templates, etc.)

SKILL.md (Required)

Frontmatter (YAML):

• name: Skill identifier (lowercase, hyphenated)
• description: What it does AND when to trigger it

Body (Markdown):

• Instructions and guidance
• Only loaded AFTER the skill triggers

Bundled Resources (Optional)

scripts/ - Executable code for deterministic tasks

• When: Same code rewritten repeatedly, or reliability needed
• Benefits: Token efficient, deterministic

references/ - Documentation loaded as needed

• When: Detailed info Claude should reference while working
• Best practice: Keep SKILL.md lean, load refs only when needed

assets/ - Files used in output

• When: Templates, images, boilerplate needed in final output
• Examples: logo.png, template.docx, starter code

What NOT to Include

• README.md
• INSTALLATION_GUIDE.md
• CHANGELOG.md
• User-facing documentation
• Setup/testing procedures

Skill Creation Process

1. Understand with Concrete Examples

• What functionality should the skill support?
• What would users say to trigger it?
• Get example use cases

2. Plan Reusable Contents

For each example:

1. Consider how to execute from scratch
2. Identify helpful scripts, references, assets

3. Create the Skill Structure

mkdir skill-name
touch skill-name/SKILL.md

4. Write SKILL.md

Frontmatter example:

---
name: my-skill
description: Does X when Y. Triggers include A, B, C.
---

Body: Include only essential procedural instructions.

5. Add Resources (if needed)

• Create scripts/, references/, assets/ as needed
• Test scripts to ensure they work
• Delete any unused example files

6. Iterate

• Use the skill on real tasks
• Notice struggles or inefficiencies
• Update SKILL.md or resources
• Test again

Progressive Disclosure Patterns

Pattern 1: High-level guide with references

# PDF Processing

## Quick start
[Basic example]

## Advanced features
- **Form filling**: See [FORMS.md](references/FORMS.md)
- **API reference**: See [REFERENCE.md](references/REFERENCE.md)

Pattern 2: Domain-specific organization

bigquery-skill/
├── SKILL.md (overview + navigation)
└── references/
    ├── finance.md
    ├── sales.md
    └── product.md

Pattern 3: Framework variants

cloud-deploy/
├── SKILL.md (workflow + selection)
└── references/
    ├── aws.md
    ├── gcp.md
    └── azure.md

Best Practices

1. Keep SKILL.md under 500 lines
2. Split content into reference files when approaching limit
3. Keep references one level deep from SKILL.md
4. Include table of contents for files >100 lines
5. Use imperative/infinitive form in writing