This repository behaves like a lab: skills are genes, usage is telemetry, and every approved upgrade is a mutation that improves survival. Track, summarize, and evolve with skills-summarizer and skills-updater under human oversight.
Safety-first adaptation
Metadata-only telemetry
Human approval loop
Each skill is a protocol. Each protocol is versioned. Each change is audited.
skills-summarizer drafts. skills-updater applies. Humans approve.
The library organizes functions into specialized skills you can call directly. These are a few high-impact protocols that show how the system evolves.
Collect usage metadata to see which skills thrive and where friction appears.
skills-summarizer renders behavior into upkeep reports and candidate improvements.
skills-updater proposes conservative edits with reviewable diffs.
Human approval gates evolution so the genome improves without drift.
Protocols define what every skill must do.
Metadata-only signals capture friction and success.
Upkeep reports and candidate improvements.
Branch-first proposals with clear diffs.
Selection gates keep evolution safe.
skills-summarizer only consumes metadata, never prompts or user text.
using-superpowers enforces skill invocation before any action.
brainstorming, writing-plans, and test-driven-development stay rigorous.