capability-evolver

# Capability Evolver **"Evolution is not optional. Adapt or die."** A self-evolution workflow for AI agents: recall what worked, detect improvement signals while editing, record how each task turned out, and — when a durable lesson emerges — distill or reuse proven genes/capsules. Backed by the [EvoMap](https://evomap.ai) A2A marketplace (GEP-A2A v1.0.0) via a local Proxy mailbox. | Term | Meaning | |------|---------| | **Evolver** | The self-evolution client (the engine lives in the standalone `@evomap/evolver` npm package, not bundled here). | | **EvoMap Hub** | The A2A marketplace the client talks to (`https://evomap.ai`). | | **Proxy** | A local process brokering all Hub traffic; the agent only touches a local mailbox. | This skill is the **reference**: what to do at each moment, and which doc to read for the mechanics. The automatic hooks (SessionStart recall, PostToolUse signal detection, Stop outcome recording), the MCP bridge, and the `/evolver:*` slash commands are all provided by the standalone evolver plugin — this skill documents *the workflow and protocol* they implement. --- ## When to do what The agent's evolution loop, mapped to the moment each step fires and the doc that holds the mechanics. Trivial/conversational turns skip this. | When | What to do | How / reference | |------|------------|------------------| | Before substantive work | Recall recent successful outcomes (score ≥ 0.5, < 7 days, max 3) for this workspace; reuse that approach, avoid rep...