ClaudSkills / Science & Research / research-methods

autoresearch

Q: What is a Claude Code skill and how does the autoresearch skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. autoresearch is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: research-methods · Last updated: 2026-05-31

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. Th — from Orchestra-Research/AI-research-SKILLs

About this skill (catalog notes)

autoresearch includes 7 code blocks for direct copy-paste. At roughly 3,478 words the SKILL.md is on the longer end of the catalog distribution.

Source: orchestra-research.com
License: MIT
Original author: Orchestra Research
Indexed lastmod: 2026-05-31
Catalog position: Science & Research · research-methods
Indexed related skills: 10

How autoresearch fits the catalog

autoresearch sits in the Science & Research category under the research-methods sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Autonomous 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.

What this skill does

autoresearch is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/autoresearch-skill/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The autoresearch Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 76,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/autoresearch-skill
curl -L https://claudskills.com/skills/autoresearch-skill/SKILL.md \
  -o ~/.claude/skills/autoresearch-skill/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/autoresearch-skill/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/autoresearch-skill/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\autoresearch-skill\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the autoresearch Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/autoresearch-skill/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the autoresearch skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the autoresearch skill?

Use autoresearch when your Claude Code task falls under the Science & Research category — specifically in the research methods area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use autoresearch" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the autoresearch skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. autoresearch is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/Orchestra-Research/AI-research-SKILLs/blob/HEAD/0-autoresearch-skill/SKILL.md
License: MIT
Author: Orchestra Research
Website: http://orchestra-research.com

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

Orchestra Research. (2026). autoresearch [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/autoresearch-skill/

BibTeX

@misc{autoresearch-skill-2026,
  author    = {Orchestra Research},
  title     = {autoresearch [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/autoresearch-skill/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

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Browse all Science & Research skills → Top 100 skills

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