tripleyak/skillforge

Overview

This skill is an intelligent router and creator for Claude Code skills that analyzes any user input to recommend, improve, or build new skills. It prevents duplication by scanning an ecosystem index, applies deep iterative analysis with multiple thinking models, and produces production-ready skill specifications and artifacts.

How this skill works

On any input it runs a Phase 0 triage that classifies intent (create, improve, use, compose, or clarify) and matches against a 250+ skill index with confidence scoring. For new or improvement flows it expands requirements, applies 11 thinking models and automated questioning, generates a formal specification and scripts when needed, then routes results through a multi-agent synthesis panel for unanimous approval before delivery.

When to use it

• You want to create a new Claude Code skill without duplicating existing functionality
• You have a task, error, or snippet and need the best existing skill recommendation
• You want to improve an existing skill to handle new cases or domains
• You need a composed chain of skills for a multi-domain workflow
• You prefer an automated spec-first or plan-only output before execution

Best practices

• Always run triage first to avoid duplicate skills
• Provide explicit goals and relevant examples to reduce clarification rounds
• Include acceptance criteria and desired automation level up front
• Favor small, testable scripts for verification and agentic operation
• Require a timelessness rationale and a minimum viability score before packaging

Example use cases

• User pastes a TypeError or stack trace and receives a routing recommendation to debugging skills
• Request: 'create a skill for automated code review' → produces a full spec, scripts, and approval-ready artifacts
• Ask: 'do I have a skill for database migrations?' → returns matching skills or suggests composing migration + schema skills
• Improvement request: 'improve TestGen for React components' → loads the skill, analyzes gaps, and generates enhancement plan
• Multi-domain prompt: 'API, auth, and testing' → suggests a composed skill chain with roles and handoff points