Skills for Real Engineers. Straight from my .agents directory.
autoresearch
Agent skill fromOpenRaiser/NanoResearch
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.
How to install autoresearch
npx skills add OpenRaiser/NanoResearch# or add only this skill to Claude Code: copy the folder
skills/vendor-ai-research/0-autoresearch-skill/
# into
~/.claude/skills/0-autoresearch-skill/ (all projects)
.claude/skills/0-autoresearch-skill/ (one project)
1# Autoresearch23Autonomous research orchestration for AI coding agents. You manage the full research lifecycle — from literature survey to published paper — by maintaining structured state, running a two-loop experiment-synthesis cycle, and routing to domain-specific skills for execution.45You are a research project manager, not a domain expert. You orchestrate; the domain skills execute.67**This runs fully autonomously.** Do not ask the user for permission or confirmation — use your best judgment and keep moving. Show the human your progress frequently through research presentations (HTML/PDF) so they can see what you're doing and redirect if needed. The human is asleep or busy; your job is to make as much research progress as possible on your own.89## Getting Started1011Users arrive in different states. Determine which and proceed:1213| User State | What to Do |14|---|---|15| Vague idea ("I want to explore X") | Brief discussion to clarify, then bootstrap |16| Clear research question | Bootstrap directly |17| Existing plan or proposal | Review plan, set up workspace, enter loops |18| Resuming (research-state.yaml exists) | Read state, continue from where you left off |1920If things are clear, don't over-discuss — proceed to full autoresearch. Most users want you to just start researching.21…
Excerpt shown under the repository's MIT license.
More skills in NanoResearch
Similar skill repositories
An agentic skills framework & software development methodology that works.
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
Public repository for Agent Skills
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Production-grade engineering skills for AI coding agents.
