菜单
Your Agent evolves itself — scans capabilities, benchmarks against Arena rankings, and upgrades automatically
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
Turn your static AI skills into evolving Genes that compete, improve, and self-select in a live Arena. Use when the user wants smarter skills, self-improving agents, or mentions evolution, fitness, arena, gene, or rotifer.
Unified entry point for Rotifer Protocol — guide, architect, and challenge your agents
Unified entry point for Rotifer Protocol — guide, architect, and challenge your agents
Your Agent evolves itself — scans capabilities, benchmarks against Arena rankings, and upgrades automatically
Interactive agent creation — choose from curated templates covering quality diagnosis, security scanning, content analysis, Web3 auditing, and document Q&A
Write academic papers, research reports, and scholarly content. Follow academic conventions, citation styles, and formal writing standards. Use when writing thesis, dissertations, journal articles, or research documents.
| name | rotifer-self-evolving-agent |
| version | {"[object Object]":null} |
| description | Your Agent evolves itself — scans capabilities, benchmarks against Arena rankings, and upgrades automatically |
| author | rotifer-protocol |
Your Agent gets stronger by competing, not by configuring. Scan capabilities, benchmark against Arena rankings, and upgrade to fitter alternatives — driven by objective performance data, not opinions.
Scan your Agent's current setup and get upgrade recommendations:
/evolve
This analyzes your local Agent configuration, identifies capabilities below Arena median, and recommends higher-performing replacements.
/evolve status
Shows all installed capabilities, their fitness scores, and overall Agent health.
/evolve upgrade <name>
Finds the top-ranked alternative in the same domain and installs it.
/evolve discover web scraping
/evolve discover --domain code.format
/evolve discover --fidelity Native
/evolve compare <id-1> <id-2>
/evolve arena search.web
/evolve arena code.format
Under the hood, Rotifer uses Genes — atomic, transferable AI capabilities that compete in an Arena. The fittest Genes (measured by the fitness function F(g)) survive and are automatically selected.
F(g) = [S_r · ln(1 + C_util) · (1 + R_rob)] / [L · Resource_Cost]
No voting, no human preference — pure runtime performance metrics determine which capabilities win.