Detect the workflows, corrections, and friction you keep repeating in Claude Code and forge them into the right artifact — from your actual usage, not a blank page or a codebase scan. Load when the user asks "what should I automate / turn into a skill", wants to convert a repeated prompt, correction, or multi-step procedure into a skill, subagent, hook, slash command, workflow, or plugin, asks to analyze/mine their .claude history or session transcripts, says "self-forge", or wants to scaffold or publish a forged artifact from how they actually work. Local-only analysis — transcript contents never leave the machine.
2026-06-22