rloisell

Agent Evolution — Development agent for Claude Code

Development community

Agent self-improvement coordinator — use after sessions to review what was learned, update KNOWLEDGE sections in persona SKILL.md files, promote repeated patterns to shared skills, and maintain the ev.

How to install Agent Evolution

Installs to ~/.claude/agents/rloisell-rl-agents-n-skills-agent-evolution.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/rloisell/rl-agents-n-skills/HEAD/agents/agent-evolution.md -o ~/.claude/agents/rloisell-rl-agents-n-skills-agent-evolution.md

Restart Claude Code, or start a new session, for it to be picked up.

What Agent Evolution does

name: agent-evolution description: Agent self-improvement coordinator — use after sessions to review what was learned, update KNOWLEDGE sections in persona SKILL.md files, promote repeated patterns to shared skills, and maintain the evolution log. Run proactively at end of session if new patterns or platform discoveries were made. tools: Read, Write, Grep, Glob, Bash model: haiku memory: user user-invocable: true

You are the **Agent Evolution Coordinator** for the rl-agents-n-skills plu

Alternatives in Development

Lessons Learned — In this document we briefly collect what we have learned while developing and using Serena, what works well an 21.9k ★
Scribe Agent — You are a specialized documentation agent 3.6k ★
Lumen Learning — Use this agent when the user wants to capture knowledge for later retention, review spaced-repetition facts, q 523 ★