/skill-writer
Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
$ npx -y skills add pytorch/pytorch --skill skill-writer --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/skill-writer
Context preview
The summary Claude sees to decide when to auto-load this skill.
Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
SKILL.md
skill-writer.SKILL.mdname: skill-writer
description: Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
Skill Writer
This Skill helps you create well-structured Agent Skills for Claude Code that follow best practices and validation requirements.
When to use this Skill
Use this Skill when:
- Creating a new Agent Skill
- Writing or updating SKILL.md files
- Designing skill structure and frontmatter
- Troubleshooting skill discovery issues
- Converting existing prompts or workflows into Skills
Instructions
Step 1: Determine Skill scope
First, understand what the Skill should do:
1. **Ask clarifying questions**:
- What specific capability should this Skill provide?
- When should Claude use this Skill?
- What tools or resources does it need?
- Is this for personal use or team sharing?
2. **Keep it focused**: One Skill = one capability
- Good: "PDF form filling", "Excel data analysis"
- Too broad: "Document processing", "Data tools"
Step 2: Choose Skill location
Determine where to create the Skill:
**Personal Skills** (`~/.claude/skills/`):
- Individual workflows and preferences
- Experimental Skills
- Personal productivity tools
**Project Skills** (`.claude/skills/`):
- Team workflows and conventions
- Project-specific expertise
- Shared utilities (committed to git)
Step 3: Create Skill structure
Create the directory and files:
# Personal
mkdir -p ~/.claude/skills/skill-name
# Project
mkdir -p .claude/skills/skill-name
For multi-file Skills:
skill-name/
├── SKILL.md (required)
├── reference.md (optional)
├── examples.md (optional)
├── scripts/
│ └── helper.py (optional)
└── templates/
└── template.txt (optional)Step 4: Write SKILL.md frontmatter
Create YAML frontmatter with required fields:
---
name: skill-name
description: Brief description of what this does and when to use it
---
**Field requirements**:
- **name**:
- Lowercase letters, numbers, hyphens only
- Max 64 characters
- Must match directory name
- Good: `pdf-processor`, `git-commit-helper`
- Bad: `PDF_Processor`, `Git Commits!`
- **description**:
- Max 1024 characters
- Include BOTH what it does AND when to use it
- Use specific trigger words users would say
- Mention file types, operations, and context
**Optional frontmatter fields**:
- **allowed-tools**: Restrict tool access (comma-separated list)
allowed-tools: Read, Grep, Glob
Use for:
- Read-only Skills
- Security-sensitive workflows
- Limited-scope operations
Step 5: Write effective descriptions
The description is critical for Claude to discover your Skill.
**Formula**: `[What it does] + [When to use it] + [Key triggers]`
**Examples**:
✅ **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.
✅ **Good**:
description: Analyze Excel spreadsheets, create pivot tables, and generate charts. Use when working with Excel files, spreadsheets, or analyzing tabular data in .xlsx format.
❌ **Too vague**:
description: Helps with documents
description: For data analysis
**Tips**:
- Include specific file extensions (.pdf, .xlsx, .json)
- Mention common user phrases ("analyze", "extract", "generate")
- List concrete operations (not generic verbs)
- Add context clues ("Use when...", "For...")
Step 6: Structure the Skill content
Use clear Markdown sections:
# Skill Name
Brief overview of what this Skill does.
## Quick start
Provide a simple example to get started immediately.
## Instructions
Step-by-step guidance for Claude:
1. First step with clear action
2. Second step with expected outcome
3. Handle edge cases
## Examples
Show concrete usage examples with code or commands.
## Best practices
- Key conventions to follow
- Common pitfalls to avoid
- When to use vs. not use
## Requirements
List any dependencies or prerequisites:
```bash
pip install package-name
Advanced usage
For complex scenarios, see [reference.md](reference.md).
### Step 7: Add supporting files (optional)
Create additional files for progressive disclosure:
**reference.md**: Detailed API docs, advanced options
**examples.md**: Extended examples and use cases
**scripts/**: Helper scripts and utilities
**templates/**: File templates or boilerplate
Reference them from SKILL.md:
```markdown
For advanced usage, see [reference.md](reference.md).
Run the helper script:
\`\`\`bash
python scripts/helper.py input.txt
\`\`\`
Step 8: Validate the Skill
Check these requirements:
✅ **File structure**:
- [ ] SKILL.md exists in correct location
- [ ] Directory name matches frontmatter `name`
✅ **YAML frontmatter**:
- [ ] Opening `---` on line 1
- [ ] Closing `---` before content
- [ ] Valid YAML (no tabs, correct indentation)
- [ ] `name` follows naming rules
- [ ] `description` is specific and < 1024 chars
✅ **Content quality**:
- [ ] Clear instructions for Claude
- [ ] Concrete examples provided
- [ ] Edge cases handled
- [ ] Dependencies listed (if any)
✅ **Testing**:
- [ ] Description matches user questions
- [ ] Skill activates on relevant queries
- [ ] Instructions are clear and actionable
Step 9: Test the Skill
1. **Restart Claude Code** (if running) to load the Skill
2. **Ask relevant questions** that match the description:
Can you help me extract text from this PDF?
3. **Verify activation**: Claude should use the Skill automatically
4. **Check behavior**: Confirm Claude follows the instructions correctly
Step 10: Debug if needed
If Claude doesn't use the Skill:
1. **Make description more specific**:
- Add trigger words
- Include file types
- Mention common user phrases
2.
Read more
name: skill-writer description: Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
Skill Writer
This Skill helps you create well-structured Agent Skills for Claude Code that follow best practices and validation requirements.
When to use this Skill
Use this Skill when:
- Creating a new Agent Skill
- Writing or updating SKILL.md files
- Designing skill structure and frontmatter
- Troubleshooting skill discovery issues
- Converting existing prompts or workflows into Skills
Instructions
Step 1: Determine Skill scope
First, understand what the Skill should do:
1. **Ask clarifying questions**:
- What specific capability should this Skill provide?
- When should Claude use this Skill?
- What tools or resources does it need?
- Is this for personal use or team sharing?
2. **Keep it focused**: One Skill = one capability
- Good: "PDF form filling", "Excel data analysis"
- Too broad: "Document processing", "Data tools"
Step 2: Choose Skill location
Determine where to create the Skill:
**Personal Skills** (`~/.claude/skills/`):
- Individual workflows and preferences
- Experimental Skills
- Personal productivity tools
**Project Skills** (`.claude/skills/`):
- Team workflows and conventions
- Project-specific expertise
- Shared utilities (committed to git)
Step 3: Create Skill structure
Create the directory and files:
# Personal mkdir -p ~/.claude/skills/skill-name # Project mkdir -p .claude/skills/skill-name
For multi-file Skills:
skill-name/
├── SKILL.md (required)
├── reference.md (optional)
├── examples.md (optional)
├── scripts/
│ └── helper.py (optional)
└── templates/
└── template.txt (optional)Step 4: Write SKILL.md frontmatter
Create YAML frontmatter with required fields:
--- name: skill-name description: Brief description of what this does and when to use it ---
**Field requirements**:
- **name**:
- Lowercase letters, numbers, hyphens only
- Max 64 characters
- Must match directory name
- Good: `pdf-processor`, `git-commit-helper`
- Bad: `PDF_Processor`, `Git Commits!`
- **description**:
- Max 1024 characters
- Include BOTH what it does AND when to use it
- Use specific trigger words users would say
- Mention file types, operations, and context
**Optional frontmatter fields**:
- **allowed-tools**: Restrict tool access (comma-separated list)
allowed-tools: Read, Grep, Glob
Use for:
- Read-only Skills
- Security-sensitive workflows
- Limited-scope operations
Step 5: Write effective descriptions
The description is critical for Claude to discover your Skill.
**Formula**: `[What it does] + [When to use it] + [Key triggers]`
**Examples**:
✅ **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.
✅ **Good**:
description: Analyze Excel spreadsheets, create pivot tables, and generate charts. Use when working with Excel files, spreadsheets, or analyzing tabular data in .xlsx format.
❌ **Too vague**:
description: Helps with documents description: For data analysis
**Tips**:
- Include specific file extensions (.pdf, .xlsx, .json)
- Mention common user phrases ("analyze", "extract", "generate")
- List concrete operations (not generic verbs)
- Add context clues ("Use when...", "For...")
Step 6: Structure the Skill content
Use clear Markdown sections:
# Skill Name Brief overview of what this Skill does. ## Quick start Provide a simple example to get started immediately. ## Instructions Step-by-step guidance for Claude: 1. First step with clear action 2. Second step with expected outcome 3. Handle edge cases ## Examples Show concrete usage examples with code or commands. ## Best practices - Key conventions to follow - Common pitfalls to avoid - When to use vs. not use ## Requirements List any dependencies or prerequisites: ```bash pip install package-name
Advanced usage
For complex scenarios, see [reference.md](reference.md).
### Step 7: Add supporting files (optional) Create additional files for progressive disclosure: **reference.md**: Detailed API docs, advanced options **examples.md**: Extended examples and use cases **scripts/**: Helper scripts and utilities **templates/**: File templates or boilerplate Reference them from SKILL.md: ```markdown For advanced usage, see [reference.md](reference.md). Run the helper script: \`\`\`bash python scripts/helper.py input.txt \`\`\`
Step 8: Validate the Skill
Check these requirements:
✅ **File structure**:
- [ ] SKILL.md exists in correct location
- [ ] Directory name matches frontmatter `name`
✅ **YAML frontmatter**:
- [ ] Opening `---` on line 1
- [ ] Closing `---` before content
- [ ] Valid YAML (no tabs, correct indentation)
- [ ] `name` follows naming rules
- [ ] `description` is specific and < 1024 chars
✅ **Content quality**:
- [ ] Clear instructions for Claude
- [ ] Concrete examples provided
- [ ] Edge cases handled
- [ ] Dependencies listed (if any)
✅ **Testing**:
- [ ] Description matches user questions
- [ ] Skill activates on relevant queries
- [ ] Instructions are clear and actionable
Step 9: Test the Skill
1. **Restart Claude Code** (if running) to load the Skill
2. **Ask relevant questions** that match the description:
Can you help me extract text from this PDF?
3. **Verify activation**: Claude should use the Skill automatically
4. **Check behavior**: Confirm Claude follows the instructions correctly
Step 10: Debug if needed
If Claude doesn't use the Skill:
1. **Make description more specific**:
- Add trigger words
- Include file types
- Mention common user phrases
2.
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