Skill Forge

Generates production-grade Claude Code skills from unstructured brain dumps. Creates complete plugin packages with SKILL.md, agents, commands, and hooks. Use when the user asks to "create a skill", "build a skill", "add a skill", "make a skill that...", "write a skill for...", or "generate a skill". Do NOT use for general code generation, documentation writing, or modifying an existing skill — use improve-skill for that last case.

Scaffolds an agentic harness into a target repository — AGENTS.md or CLAUDE.md, feature_list.json, progress.md, init.sh, and session-handoff.md. Detects the target's stack (Node, Python, PHP, Go, Rust, Java, .NET) and emits stack-appropriate verification commands — framework-aware for Laravel/Filament, Django, and uv-managed Python. Use when the user asks to "scaffold a harness", "add AGENTS.md", "set up CLAUDE.md", "make this repo agent-ready", "create a feature tracker for this repo", "add session continuity", or "audit this repo's agent harness". Do NOT use for creating a Claude Code skill (use forge-skill instead) or for improving an existing skill (use improve-skill).

Analyzes and optimizes existing Claude Code skills for better trigger precision, structural compliance, instruction quality, and agent efficiency. Produces measurable before/after scorecards. Use when the user asks to "improve a skill", "optimize a skill", "review a skill", "audit skill quality", "fix skill triggers", or references an existing SKILL.md that needs work. Do NOT use for creating new skills (use create-skill instead) or for reviewing non-skill code (use code-review instead).