Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algo…
Part of AI Research Skills (Orchestra)Pack · 98 skills
by Orchestra-Research· AI & agentsUnclaimed · Yours? Claim it
About
Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-improving agents, optimizing agent prompts and skills against benchmarks, or implementing automated agent evaluation loops.
Skills people install alongside evolving-ai-agents.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/14-agents/a-evolve ~/.copilot/skills/evolving-ai-agents
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/14-agents/a-evolve ~/.cursor/skills/evolving-ai-agents
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/14-agents/a-evolve ~/.claude/skills/evolving-ai-agents
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/14-agents/a-evolve ~/.agents/skills/evolving-ai-agents
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/14-agents/a-evolve ~/.gemini/skills/evolving-ai-agents
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/14-agents/a-evolve .agents/skills/evolving-ai-agents
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/14-agents/a-evolve ~/.openclaw/skills/evolving-ai-agents
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/14-agents/a-evolve ~/.config/opencode/skills/evolving-ai-agents
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/14-agents/a-evolve ~/.hermes/skills/evolving-ai-agents
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Write a reviewSkills people install alongside evolving-ai-agents.
Has your agent write a tight, ready-to-paste prompt for the AI tool you name, from Claude Code and Cursor to Midjourney and Sora.
Turns a task into a copy-ready /goal command for Claude Code or Codex, with a checkable finish line and a stop bound.
The .NET team's skill for picking the right AI or ML stack in .NET 8+ apps, from ML.NET to Microsoft.Extensions.AI and Agent Framework.
Turn a repeated workflow, prompt set or SOP into a tested, packaged agent skill, or audit and improve a skill you already have.
Nobody has shared how they use evolving-ai-agents yet.
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Safe to install in every agent it supports. Runs in your agent, as instructions.