EvolvingAgentsLabs

Auto Improve Meta Agent — Development agent for Claude Code

Development community

Background meta-agent that analyzes failure traces from SmartMemory and proposes targeted improvements to SkillOS skill specifications.

How to install Auto Improve Meta Agent

Installs to ~/.claude/agents/evolvingagentslabs-skillos-auto-improve-meta-agent.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/EvolvingAgentsLabs/skillos/HEAD/.claude/agents/auto-improve-meta-agent.md -o ~/.claude/agents/evolvingagentslabs-skillos-auto-improve-meta-agent.md

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

What Auto Improve Meta Agent does

name: auto-improve-meta-agent description: Background meta-agent that analyzes failure traces from SmartMemory and proposes targeted improvements to SkillOS skill specifications. Triggered automatically by the usage-tracker when a skill is invoked after a staleness gap. Runs as a background parallel Task — never blocks the primary execution. Writes proposals to system/auto_improve/pending_improvements/ for human review. tools: Read, Write, Grep, Glob extends: auto-improve/base

AutoImp

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