Skill Generator

The skill generator tool creates persistent skill definitions (SKILL.md files) that extend Mudabbir’s capabilities across sessions.

How It Works

1. The agent uses skill_gen to create a new skill
2. A SKILL.md file is written to ~/.claude/skills/ (the standard Claude SDK location)
3. The skill loader is reloaded to pick up the new skill
4. The skill is available in all future sessions

What is a Skill?

A skill is a markdown file that provides instructions for the agent on how to handle specific types of requests. Skills can define:

• Trigger phrases — When the skill should be activated
• Step-by-step instructions — How to accomplish the task
• Tool chains — Which tools to use and in what order
• Output templates — How to format the response

Example

User: Create a skill for writing daily standup summaries

Agent: [uses skill_gen tool]
  → Creates ~/.claude/skills/daily-standup.md

The generated skill file might contain:

# Daily Standup Summary

## Trigger
When the user asks for a standup summary or daily update.

## Steps
1. Check the user's calendar for today's events
2. Review recent git commits (if in a project directory)
3. Summarize completed and upcoming tasks

## Output Format
- **Yesterday**: [completed items]
- **Today**: [planned items]
- **Blockers**: [any blockers]

Skill Storage

Skills are written to ~/.claude/skills/, the standard location used by the Claude Agent SDK for auto-discovery. Mudabbir’s SkillLoader also scans this directory, so skills are available in both systems.

~/.claude/skills/
├── daily-standup.md
├── code-review.md
└── meeting-notes.md

The loader also checks ~/.agents/skills/ and ~/.mudabbir/skills/ for backwards compatibility.

Policy Group

Belongs to group:skills (includes both skill_gen and the SDK Skill tool).