SuperAPI AI Directory

skill-generator

Agents & models

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Updated 11-05 08:45

About this skill

Skill Generator

Generate new skills with proper format, structure, and conventions. This meta-skill helps agents create skills without hallucinating the format.

Quick Start

To generate a new skill:

bash scripts/generate-skill.sh <skill-name> [target-directory]

This creates a complete skill scaffold with:

  • SKILL.md with proper frontmatter
  • scripts/ directory for executable helpers
  • references/ directory for documentation
  • Placeholder content following conventions

Skill Format Conventions

Every skill MUST include:

  1. SKILL.md (required) - Main skill file with:

    • YAML frontmatter (name, description)
    • Markdown body with instructions
  2. Bundled Resources (optional):

    • scripts/ - Executable code (bash/python/etc)
    • references/ - Documentation loaded on-demand
    • assets/ - Files used in output (templates, etc)

Frontmatter Requirements

---
name: skill-name
description: What the skill does AND when to use it. Include triggering scenarios.
---

The description field is critical for skill discovery and triggering. Include:

  • What the skill does
  • When to use it (specific triggers)
  • What contexts activate it

Directory Structure

skill-name/
├── SKILL.md (required)
├── scripts/ (optional)
│   └── example-script.sh
├── references/ (optional)
│   └── conventions.md
└── assets/ (optional)
    └── template-file

Writing Effective Skills

Keep SKILL.md Lean

Target <500 lines in SKILL.md. Move detailed content to references/:

  • Core workflow → SKILL.md
  • Detailed examples → references/
  • API docs → references/
  • Long explanations → references/

Use Imperative Form

Write instructions as commands:

  • "Read the file first" ✓
  • "You should read the file" ✗
  • "Check for patterns" ✓
  • "Consider checking patterns" ✗

Progressive Disclosure

Skills use three-level loading:

  1. Metadata (~100 words) - Always in context
  2. SKILL.md body (<5k words) - When skill triggers
  3. Bundled resources (unlimited) - Loaded as needed

Bundled Resources

scripts/

Executable code for deterministic tasks:

  • When the same code is rewritten repeatedly
  • When reliability is critical
  • Run via bash/python without loading to context

Make scripts executable:

chmod +x scripts/my-script.sh

references/

Documentation loaded on-demand:

  • Database schemas
  • API documentation
  • Detailed workflow guides
  • Domain knowledge

Keep reference files focused. For files >100 lines, include a table of contents.

Reference from SKILL.md with clear guidance on when to read:

See references/api-docs.md for complete API reference.

assets/

Files used in output (not loaded to context):

  • Templates
  • Images/icons
  • Boilerplate code
  • Fonts/typography

What NOT to Include

Do NOT create these files:

  • README.md
  • INSTALLATION_GUIDE.md
  • QUICK_REFERENCE.md
  • CHANGELOG.md

Skills should contain only what an AI agent needs to execute the task. No auxiliary documentation.

Validation

Before finalizing, validate the skill:

bun scripts/validate-skill.ts path/to/skill

Checks:

  • YAML frontmatter format
  • Required fields present
  • No TODO placeholders
  • No extraneous files
  • Naming conventions

Reference

See references/conventions.md for complete skill format specification.