create-agent-skills（创造 Agent 技能）

Creating Skills & Commands

This skill teaches how to create effective Claude Code skills following the official specification from code.claude.com/docs/en/skills.

Commands and Skills Are Now The Same Thing

Custom slash commands have been merged into skills. A file at .claude/commands/review.md and a skill at .claude/skills/review/SKILL.md both create /review and work the same way. Existing .claude/commands/ files keep working. Skills add optional features: a directory for supporting files, frontmatter to control invocation, and automatic context loading.

If a skill and a command share the same name, the skill takes precedence.

When To Create What

Use a command file (commands/name.md) when:

• Simple, single-file workflow
• No supporting files needed
• Task-oriented action (deploy, commit, triage)

Use a skill directory (skills/name/SKILL.md) when:

• Need supporting reference files, scripts, or templates
• Background knowledge Claude should auto-load
• Complex enough to benefit from progressive disclosure

Both use identical YAML frontmatter and markdown content format.

Standard Markdown Format

Use YAML frontmatter + markdown body with standard markdown headings. Keep it clean and direct.

---
name: my-skill-name
description: What it does and when to use it
---

# My Skill Name

## Quick Start
Immediate actionable guidance...

## Instructions
Step-by-step procedures...

## Examples
Concrete usage examples...

Frontmatter Reference

All fields are optional. Only description is recommended.

Invocation Control

Use disable-model-invocation: true for workflows with side effects: /deploy, /commit, /triage-prs, /send-slack-message. You don't want Claude deciding to deploy because your code looks ready.

Use user-invocable: false for background knowledge that isn't a meaningful user action: coding conventions, domain context, legacy system docs.

Dynamic Features

Arguments

Use $ARGUMENTS placeholder for user input. If not present in content, arguments are appended automatically.

---
name: fix-issue
description: Fix a GitHub issue
disable-model-invocation: true
---

Fix GitHub issue $ARGUMENTS following our coding standards.

Access individual args: $ARGUMENTS[0] or shorthand $0, $1, $2.

Dynamic Context Injection

Skills support dynamic context injection: prefix a backtick-wrapped shell command with an exclamation mark, and the preprocessor executes it at load time, replacing the directive with stdout. Write an exclamation mark immediately before the opening backtick of the command you want executed (for example, to inject the current git branch, write the exclamation mark followed by git branch --show-current wrapped in backticks).

Important: The preprocessor scans the entire SKILL.md as plain text — it does not parse markdown. Directives inside fenced code blocks or inline code spans are still executed. If a skill documents this syntax with literal examples, the preprocessor will attempt to run them, causing load failures. To safely document this feature, describe it in prose (as done here) or place examples in a reference file, which is loaded on-demand by Claude and not preprocessed.

For a concrete example of dynamic context injection in a skill, see official-spec.md § "Dynamic Context Injection".

Running in a Subagent

Add context: fork to run in isolation. The skill content becomes the subagent's prompt. It won't have conversation history.

---
name: deep-research
description: Research a topic thoroughly
context: fork
agent: Explore
---

Research $ARGUMENTS thoroughly:
1. Find relevant files
2. Analyze the code
3. Summarize findings

Progressive Disclosure

Keep SKILL.md under 500 lines. Split detailed content into reference files:

my-skill/
├── SKILL.md           # Entry point (required, overview + navigation)
├── reference.md       # Detailed docs (loaded when needed)
├── examples.md        # Usage examples (loaded when needed)
└── scripts/
    └── helper.py      # Utility script (executed, not loaded)

Link from SKILL.md: For API details, see [reference.md](reference.md).

Keep references one level deep from SKILL.md. Avoid nested chains.

Effective Descriptions

The description enables skill discovery. Include both what it does and when to use it.

Good:

description: Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.

Bad:

description: Helps with documents

What Would You Like To Do?

1. Create new skill - Build from scratch
2. Create new command - Build a slash command
3. Audit existing skill - Check against best practices
4. Add component - Add workflow/reference/example
5. Get guidance - Understand skill design

Creating a New Skill or Command

Step 1: Choose Type

Ask: Is this a manual workflow (deploy, commit, triage) or background knowledge (conventions, patterns)?

• Manual workflow → command with disable-model-invocation: true
• Background knowledge → skill without disable-model-invocation
• Complex with supporting files → skill directory

Step 2: Create the File

Command:

---
name: my-command
description: What this command does
argument-hint: [expected arguments]
disable-model-invocation: true
allowed-tools: Bash(gh *), Read
---

# Command Title

## Workflow

### Step 1: Gather Context
...

### Step 2: Execute
...

## Success Criteria
- [ ] Expected outcome 1
- [ ] Expected outcome 2

Skill:

---
name: my-skill
description: What it does. Use when [trigger conditions].
---

# Skill Title

## Quick Start
[Immediate actionable example]

## Instructions
[Core guidance]

## Examples
[Concrete input/output pairs]

Step 3: Add Reference Files (If Needed)

Link from SKILL.md to detailed content:

For API reference, see [reference.md](reference.md).
For form filling guide, see [forms.md](forms.md).

Step 4: Test With Real Usage

1. Test with actual tasks, not test scenarios
2. Invoke directly with /skill-name to verify
3. Check auto-triggering by asking something that matches the description
4. Refine based on real behavior

Audit Checklist

• Valid YAML frontmatter (name + description)
• Description includes trigger keywords and is specific
• Uses standard markdown headings (not XML tags)
• SKILL.md under 500 lines
• disable-model-invocation: true if it has side effects
• allowed-tools set if specific tools needed
• References one level deep, properly linked
• Examples are concrete, not abstract
• Tested with real usage

Anti-Patterns to Avoid

• XML tags in body - Use standard markdown headings
• Vague descriptions - Be specific with trigger keywords
• Deep nesting - Keep references one level from SKILL.md
• Missing invocation control - Side-effect workflows need disable-model-invocation: true
• Too many options - Provide a default with escape hatch
• Punting to Claude - Scripts should handle errors explicitly

Reference Files

For detailed guidance, see:

• official-spec.md - Official skill specification
• best-practices.md - Skill authoring best practices

Sources

• Extend Claude with skills - Official Docs
• GitHub - anthropics/skills