Orchestrates end-to-end autonomous AI research projects using a two-loop architecture.
Part of AI Research Skills (Orchestra)Pack · 98 skills
by Orchestra-Research· ResearchUnclaimed · Yours? Claim it
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Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports continuous agent operation via Claude Code /loop and OpenClaw heartbeat, and produces research presentations and papers. Use when starting a research project, running autonomous experiments, or managing a multi-hypothesis research effort.
Skills people install alongside autoresearch.
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Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill ~/.copilot/skills/autoresearch
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npx -y degit Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill ~/.cursor/skills/autoresearch
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npx -y degit Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill ~/.claude/skills/autoresearch
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
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npx -y degit Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill ~/.agents/skills/autoresearch
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Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill ~/.gemini/skills/autoresearch
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npx -y degit Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill .agents/skills/autoresearch
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npx -y degit Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill ~/.openclaw/skills/autoresearch
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npx -y degit Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill ~/.config/opencode/skills/autoresearch
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npx -y degit Orchestra-Research/AI-Research-SKILLs/0-autoresearch-skill ~/.hermes/skills/autoresearch
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Write a reviewSkills people install alongside autoresearch.
Khazix's everyday skills: goal briefs for long agent runs, disk cleanup, AI news, doc tidy-ups, deep research and Chinese long-form writing.
A library of AI research skills that lets your agent fine-tune, train, evaluate and serve models, and take a project from idea to paper.
A six-step competitive analysis for product managers, from the market landscape to rivals' strategic direction, ending in battle cards.
Researches tech and advanced-manufacturing investment themes by finding supply-chain bottlenecks, then ranks which companies to study first.
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Safe to install in every agent it supports. Runs in your agent, as instructions.