exponen-agi

Improve Agent — Development skill for Claude Code

Development community

/improve-agent — Recursive Agent Improvement Loop.

How to install Improve Agent

Installs to ~/.claude/commands/exponen-agi-recursive-agentic-improvements-improve-agent.md

Terminal

mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/exponen-agi/recursive-agentic-improvements/HEAD/.claude/commands/improve-agent.md -o ~/.claude/commands/exponen-agi-recursive-agentic-improvements-improve-agent.md

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

What Improve Agent does

/improve-agent — Recursive Agent Improvement Loop

Derive probes from the agent's own specification, run them against the live agent, judge each PASS/FAIL, apply targeted fixes, and iterate until all probes pass.

**Usage:** `/improve-agent [framework] [agent-path]` **Examples:**

/improve-agent agno agents/my-bot/agent.py
/improve-agent crewai src/my-crew
/improve-agent langgraph src/my-agent
/improve-agent google-adk my_agent
/improve-agent (will ask)

Step 1 — Ide

Alternatives in Development

Hermes Agent Self Evolution — ⚒ Evolutionary self-improvement for Hermes Agent — optimize skills, prompts, and code using DSPy + GEPA 5.2k ★
Harness Improvement — Update Kandev harness files from session learnings or explicit cross-platform harness requests 697 ★
Kaizen — Applies continuous improvement methodology with multiple analytical approaches, based on Japanese Kaizen philo 663 ★