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gene
Manage the gene pool — compounding library of proven skill improvement strategies. Use when user asks to view genes, check gene pool, apply a gene, or /gene.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Manage the gene pool — compounding library of proven skill improvement strategies. Use when user asks to view genes, check gene pool, apply a gene, or /gene.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when you need to generate or enhance user interface and user experience designs.
Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks Clawdbot to add a task to Things, list inbox/today/upcoming, search tasks, or inspect projects/areas/tags.
Collaborative thinking partner for exploring complex problems through questioning
Use when you need to access and apply superpowers within your Claude projects.
A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolve the codebase. Auto-triggers on skill completion/error with hooks-based self-correction.
Use when you need to analyze your own reasoning process to improve accuracy.
| name | gene |
| description | Manage the gene pool — compounding library of proven skill improvement strategies. Use when user asks to view genes, check gene pool, apply a gene, or /gene. |
Implements EvoMap's Genome Evolution Protocol (GEP) locally: a content-addressable library of proven improvement strategies that grows more powerful with each skill evolution cycle.
Every successful skill-evolve improvement extracts a Gene — the pattern of what was broken
and how it was fixed. Future improvements try matching genes first (free, instant) before
falling back to AI generation. Confidence compounds: each re-application increases the gene's
trust score.
Gene types (EvoMap-inspired):
repair — fixes missing structure (Output section, code blocks, short descriptions)optimize — improves trigger clarity and invocation precisioninnovate — rewrites for clarity when no structural issue is detected# View all genes in the pool (sorted by confidence)
python3 _scripts/skill_evolution.py gene list
# Filter by type
python3 _scripts/skill_evolution.py gene list --type repair
# Gene pool statistics (most proven gene, average confidence)
python3 _scripts/skill_evolution.py gene stats
# Manually apply a specific gene to a skill
python3 _scripts/skill_evolution.py gene apply --id <gene_id> --skill <skill_name>
Genes are automatically extracted and applied during /skill skill-evolve evolve. You rarely
need to invoke this skill directly — the compounding happens in the background.
_logs/gene_pool.json — the growing library of proven strategies (content-addressable by SHA256)