Agent skill

evolve

Create, test, and improve functions at runtime — agents write their own code

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Install this agent skill to your Project

npx add-skill https://github.com/iii-hq/agentos/tree/main/plugin/skills/evolve

SKILL.md

Self-evolving functions:

  1. Generate: curl -X POST http://localhost:3111/api/evolve/generate -H 'Content-Type: application/json' -d '{"goal": "<what>", "name": "<name>", "agentId": "claude-code"}'
  2. Register: curl -X POST http://localhost:3111/api/evolve/register -H 'Content-Type: application/json' -d '{"functionId": "<id>"}'
  3. Evaluate: curl -X POST http://localhost:3111/api/eval/run -H 'Content-Type: application/json' -d '{"functionId": "<id>", "input": {...}, "expected": {...}}'
  4. Improve: curl -X POST http://localhost:3111/api/feedback/review -H 'Content-Type: application/json' -d '{"functionId": "<id>"}'

Functions evolve through: draft -> staging -> production. The feedback loop auto-improves underperforming functions.

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