Skill Creator

Skill Creator

This skill provides guidance for creating effective skills during the Spec Kit planning workflow.

About Skills

Skills are modular, self-contained packages that extend Copilot's capabilities by providing specialized knowledge, workflows, and tools. Think of them as "onboarding guides" for specific domains or tasks.

What Skills 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 - Project-specific knowledge, schemas, business logic
4. Bundled resources - Scripts, references, and assets for complex and repetitive tasks

Skill Anatomy

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

When to Create Skills (Spec Kit Integration)

During /speckit.specify, create skills when:

1. Tech stack detected → Create stack-specific testing/build skills
2. Repeated workflows identified → Encapsulate into reusable skill
3. Domain expertise needed → Document schemas, APIs, business logic
4. TDD patterns required → Create project-specific test templates

Quick Start: Initialize a Skill

# Bash/Mac/Linux
python .github/skills/skill-creator/scripts/init_skill.py <skill-name> --path .github/skills

# PowerShell/Windows
python .github\skills\skill-creator\scripts\init_skill.py <skill-name> --path .github\skills

The script creates:

• SKILL.md with proper frontmatter and TODO placeholders
• Example scripts/, references/, and assets/ directories
• Placeholder files to customize or delete

Writing Effective Skills

Frontmatter (Required)

---
name: my-skill-name
description: Clear description of what the skill does AND when to use it. Include specific triggers like file types, commands, or task types.
---

CRITICAL: The description is the primary triggering mechanism. Include:

• What the skill does
• Specific triggers/contexts for when to use it
• Example scenarios

Body Guidelines

• Keep under 500 lines (use references/ for detailed docs)
• Use imperative form ("Create", "Run", "Verify")
• Include concrete examples, not abstract explanations
• Reference scripts as black boxes: "Run scripts/foo.py --help"

Core Principles

Concise is Key

The context window is shared. Only add what Copilot doesn't already know. Challenge each piece: "Does this justify its token cost?"

Progressive Disclosure

1. Metadata (~100 tokens) - Always in context
2. SKILL.md body (<5k tokens) - When skill triggers
3. Bundled resources - Only when referenced

Degrees of Freedom

• High freedom: Text instructions for context-dependent decisions
• Medium freedom: Pseudocode/scripts with parameters
• Low freedom: Specific scripts for fragile/critical operations

Spec Kit Skill Creation Workflow

1. During /speckit.specify:

   • Detect tech stack (Node.js, Python, etc.)
   • Identify repeated workflows
   • Run init_skill.py for each skill needed

2. During /speckit.plan:

   • Reference skills in implementation plan
   • Document skill dependencies

3. During /speckit.tasks:

   • Include skill usage in task descriptions
   • Mark which tasks trigger which skills

4. During @Coder / Ralph:

   • Skills auto-activate based on description matching
   • No explicit invocation needed

Resources

• scripts/init_skill.py - Initialize new skill directories
• scripts/init_skill.ps1 - PowerShell wrapper for Windows