Analyze runtime logs and generate auditable evolution assets for AI agents.
npx skills add https://github.com/Wike-CHI/acquisition-agent --skill evolver
Please help me install this Agent Skill. Skill: evolver Source: https://github.com/Wike-CHI/acquisition-agent/tree/main/skills/evolver Command: npx skills add https://github.com/Wike-CHI/acquisition-agent --skill evolver
Capability Evolver automates self-improvement of OpenClaw agents by analyzing runtime logs and producing auditable evolution assets that gate future changes.
Run node index.js to start the evolution loop.
High-intent search queries and answers about installing and using this skill.
Automating AI agent self-evolution involves scanning runtime logs to guide evolution and codifying changes into reusable assets using the GEP protocol. This ensures safe, auditable patches with strict validation and versioning.
The GEP protocol codifies AI agent evolution into Genes, Capsules, and EvolutionEvents to create reusable evolution assets. It enforces strict validation and versioning with safety constraints to gate future changes.
Making AI agent prompt changes auditable requires enforcing strict validation and versioning with safety constraints during self-evolution. The system generates EvolutionEvents and stores assets under workspace/assets/gep.
Yes, you need Node.js 18+ and Git to run automated AI agent evolution. You also need to configure environment variables such as A2A_NODE_ID, A2A_HUB_URL, and EVOLVE_STRATEGY.
To start an AI agent evolution loop, run node index.js after configuring the required environment variables. The system will analyze memory and logs for errors to guide the evolution process.
Constrained mutations are limited by strict validation and versioning safety constraints applied within the discovery, intelligence, outreach, and pipeline layers. Runtime memory must be stored under workspace/memory.
liutao96Analyzes runtime history to generate auditable gene/capsule evolution prompts and artifacts via GEP Protocol.
autogame-17Analyze runtime history and apply GEP protocol-constrained changes to AI agents.
tikazyqGenerate multi-environment configuration checklists and .env.example templates.
henkisdabroAnalyze staged git diffs to generate conventional-commit compliant messages.
