Skills

Skill Creator

Create, edit, improve, or audit skills for SwarmClaw agents.

Install

npx skills add swarmclawai/swarmclaw --skill skill-creator -g -a claude-code -y
Category
AI and agents
Updated
4mo ago
License
MIT
Context cost
Lightabout 1,310 tokens
Runs scripts
Yes, review before use

What it does

Create, edit, improve, or audit skills for SwarmClaw agents. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md file. Also use when editing or restructuring a skill directory. Triggers on phrases like "create a skill", "author a skill", "tidy up a skill", "improve this skill", "review the skill", "clean up the skill", "audit the skill".

Skill Creator

Guidance for creating effective skills that extend SwarmClaw agent capabilities.

About Skills

Skills are modular, self-contained packages that provide specialized knowledge, workflows, and tools. They transform a general-purpose agent into a specialized one equipped with procedural knowledge that no model can fully possess.

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, company-specific knowledge, schemas, business logic
  4. Bundled resources, scripts, references, and assets for complex and repetitive tasks

Core Principles

Concise is Key

The context window is a shared resource. Only add context the agent doesn't already have. Challenge each piece of information: "Does the agent really need this explanation?" Prefer concise examples over verbose explanations.

Set Appropriate Degrees of Freedom

  • High freedom (text instructions): Multiple valid approaches, context-dependent decisions
  • Medium freedom (pseudocode/parameterized scripts): Preferred pattern exists, some variation OK
  • Low freedom (specific scripts): Fragile operations, consistency critical, exact sequence required

Anatomy of a Skill

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

Frontmatter

  • name: Skill name (hyphen-case, lowercase)
  • description: Primary triggering mechanism. Include what the skill does AND when to use it. All "when to use" info goes here, not in the body.

Scripts (scripts/)

Read the whole SKILL.md on GitHub

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