iLearn-Lab

Self Evolution Triage — Development skill for Claude Code

Development community

Decide whether a trace should stop, distill memory, revise a command, or revise a skill.

How to install Self Evolution Triage

Installs to ~/.claude/skills/ilearn-lab-evoharness-self-evolution-triage/SKILL.md

Terminal

mkdir -p ~/.claude/skills/ilearn-lab-evoharness-self-evolution-triage && curl -fsSL https://raw.githubusercontent.com/iLearn-Lab/EvoHarness/HEAD/.claude/skills/self-evolution-triage.md -o ~/.claude/skills/ilearn-lab-evoharness-self-evolution-triage/SKILL.md

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

What Self Evolution Triage does

name: self-evolution-triage description: Decide whether a trace should stop, distill memory, revise a command, or revise a skill.

Self Evolution Triage

Use this skill when judging whether Evo should mutate the harness from a real session trace.

prefer stop when the signal is weak, ambiguous, or not yet repeatable
prefer distill_memory when the run succeeded and surfaced a reusable lesson
prefer revise_command when the active command constrained the task or lacked a recov

Alternatives in Development

Hermes Agent Self Evolution — ⚒ Evolutionary self-improvement for Hermes Agent — optimize skills, prompts, and code using DSPy + GEPA 5.2k ★
/triage — Quick triage to decide: submit or kill 1.8k ★
Auto Continue — You are the auto-continue gate for Omux's Main Agent 94 ★