renchris

Evolve Skill — AI skill for Claude Code

AI community

SPIKE — GEPA/DSPy-style offline A/B evolution of ONE prompt-only skill's SKILL.md body against a small fixture set, scored by an LLM-judge or a deterministic gate.

How to install Evolve Skill

Installs to ~/.claude/skills/renchris-claude-infrastructure-evolve-skill/SKILL.md

Terminal

mkdir -p ~/.claude/skills/renchris-claude-infrastructure-evolve-skill && curl -fsSL https://raw.githubusercontent.com/renchris/claude-infrastructure/HEAD/commands/evolve-skill.md -o ~/.claude/skills/renchris-claude-infrastructure-evolve-skill/SKILL.md

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

What Evolve Skill does

name: evolve-skill description: SPIKE — GEPA/DSPy-style offline A/B evolution of ONE prompt-only skill's SKILL.md body against a small fixture set, scored by an LLM-judge or a deterministic gate. API-only (~$2-10/run), no GPU. Emits a winning diff for human apply — NEVER hot-swaps. Hermes self-evolution analog (Hermes does not actually run this on its own skills). allowed-tools: Read, Write, Edit, Bash, Glob, AskUserQuestion argument-hint: " [--gate typecheck|qa] — defaults to LL

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