Evolve Skill

SkillFiles & storage

Cluster related instincts into higher-level skills. Analyzes instinct patterns and generates consolidated skill files.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Evolve Skill skill

What this skill tells your AI

The instructions your AI receives, as published by luohaothu/everything-codex in skills/evolve/SKILL.md and read by ahel’s review.

Analyze instincts and cluster related ones into higher-level skills.

Usage

/evolve                    # Analyze all instincts and suggest evolutions
/evolve --domain testing   # Only evolve instincts in testing domain
/evolve --dry-run          # Show what would be created
/evolve --threshold 5      # Require 5+ related instincts to cluster

Evolution Process

  1. Read all instincts from ~/.codex/instincts/
  2. Group instincts by domain similarity, trigger pattern overlap, and action sequence
  3. For each cluster of 3+ related instincts, determine evolution type
  4. Generate the appropriate skill file
  5. Save to ~/.codex/evolved/skills/

Evolution Types

Skill (Auto-Triggered)

When instincts describe behaviors that should happen automatically:

  • Pattern-matching triggers
  • Error handling responses
  • Code style enforcement

Example: prefer-functional + use-immutable + avoid-classesfunctional-patterns skill

Output Format

Evolve Analysis
==================

Found N clusters ready for evolution:

## Cluster 1: <Name>
Instincts: <list>
Type: Skill
Confidence: X% (based on N observations)

Would create: <skill-name> skill
Files:
  - ~/.codex/evolved/skills/<name>/SKILL.md

Flags

  • --execute: Actually create the evolved structures (default is preview)
  • --dry-run: Preview without creating
  • --domain <name>: Only evolve instincts in specified domain
  • --threshold <n>: Minimum instincts required to form cluster (default: 3)

Signals

GitHub stars
24
Forks
5
Last commit
Aug 2026
Hacker News mentions
20
Advanced
Catalog kind
skill
Gateway key
evolve-luohaothu
Source
github.com/luohaothu/everything-codex