Skip to main content
affpapa.org
RU EN
skill CX Codex

autoresearchclaw-autonomous-research — Claude Code skill

A skill that wires up AutoResearchClaw, a 23-stage pipeline turning one topic string into a paper with verified citations and experiment code.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add reason-machines/trending-skills --skill autoresearchclaw-autonomous-research -a claude-code
Open on GitHub

What autoresearchclaw-autonomous-research does

The skill covers AutoResearchClaw, an external research engine you run from the terminal or from Python. Give it a topic and it searches arXiv and Semantic Scholar, forms hypotheses, writes experiment code, executes it in a sandbox and drafts a conference-style paper. Output lands in artifacts/rc-…/deliverables/, including paper.tex, references.bib and a citation integrity report.

Setup happens outside the agent: clone the repo, create a venv, pip install -e .. Python 3.11+ is required, plus configuration in config.arc.yaml. An LLM provider has to be picked there too. OpenAI and OpenRouter read keys from environment variables; the ACP option leans on an agent CLI for login instead.

Three stages stop for approval — literature screening, experiment design, final quality gate — so a long run does not go off the rails unnoticed. Adding --auto-approve drops those pauses. If a provider key or the agent CLI is missing, the run will not start.

What it helps with

  • turn a topic phrase into a full paper draft
  • run generated experiments in a sandbox and collect metrics
  • check citations against real sources before submission
  • produce LaTeX that matches conference formatting
  • resume a finished or interrupted run from a chosen stage

Example prompts for the agent

  • Run the autonomous pipeline on “efficient attention for long context” with --auto-approve
  • Generate a paper from my idea and show the citation verification report
  • Run only the stages from LITERATURE_COLLECT to KNOWLEDGE_EXTRACT

How to install autoresearchclaw-autonomous-research

1Skills CLI (Vercel)

npx skills add reason-machines/trending-skills --skill autoresearchclaw-autonomous-research -a claude-code

2Manually: put the files in place

~/.claude/skills/autoresearchclaw-autonomous-research/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/autoresearchclaw-autonomous-research/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about autoresearchclaw-autonomous-research

How to install autoresearchclaw-autonomous-research in Claude Code?

Run npx skills add reason-machines/trending-skills --skill autoresearchclaw-autonomous-research -a claude-code. The skill file then sits at ~/.claude/skills/autoresearchclaw-autonomous-research/SKILL.md.

What does autoresearchclaw-autonomous-research do?

It documents how to drive AutoResearchClaw, which takes a research topic through literature collection, sandboxed experiments, peer review and LaTeX drafting.

Does it need an API key?

With the openai or openrouter provider, yes — the key comes from an environment variable. Under ACP the agent CLI handles authentication on its own.

Similar skills

All skills for Science and research →
anysearch anysearch-ai This skill gives an agent web search, domain-specific queries, parallel batch search, and page extraction. Use it when a task needs current information or a claim needs checking. CX Codex +1 38,500installs academic-paper Imbad0202 This skill runs a 12-agent academic pipeline across 11 modes. It guides projects from literature searches and outlines to citation audits and rebuttal reviews. CX Codex +1 10,800installs nature-figure Yuan1z0825 A skill that builds, revises and audits scientific figures for manuscripts in Python or R. Useful when plots go to submission, not to a report. CX Codex +1 18,800installs academic-paper-reviewer Imbad0202 This skill reviews an academic paper through five role-based perspectives. Use it for peer review, revision checks, or a focused methodology assessment. CX Codex +1 9,800installs nature-polishing Yuan1z0825 A skill that polishes, translates and tightens existing academic prose. Facts, terminology and evidence boundaries stay intact. CX Codex +1 17,500installs nature-citation Yuan1z skill, refactored into static/dynamic layers Finds Nature and CNS-family papers for manuscript claims, maps claims to sources, and prepares a reference-manager export. Use it when the journal scope matters. CX Codex +1 15,600installs

From the same set139

ui-ux-pro-max-skill Describe a product to get a proposed page structure, visual style, palette, and font pairing. Use it to shape interface decisions before implementation. CX Codex +1 2,000installs everything-claude-code-harness The skill builds out an agent harness: subagents, slash commands, memory hooks and a security scan. Useful when every Claude session starts from a blank slate. CX Codex +1 1,800installs gstack-workflow-assistant A set of workflows for planning, code review, releases, and browser QA. Call the workflow you need with a slash command. CX Codex +1 1,700installs shannon-ai-pentester A white-box pentester that reads your source, runs live exploits against a running app, and reports only findings it can reproduce. CX Codex +1 1,700installs deepseek-ocr Teaches your coding agent to run DeepSeek-OCR for document parsing and markdown extraction. Works with images and PDFs via vLLM or Transformers. CX Codex +1 1,600installs paperclip-ai-orchestration Teaches coding assistants to manage Paperclip, an open-source platform that runs autonomous AI agents with org charts, task tickets, and budget caps. CX Codex +1 1,500installs marketingskills-ai-agents Connect an AI coding agent to marketing skills for SEO, copy, analytics, and conversion work. Start by giving the agent shared context about your product. CX Codex +1 1,500installs gsd-2-agent-framework A skill that documents the GSD 2 CLI, which walks a spec through milestone, slice and task levels and writes the code unattended. Handy when you want a long job to run while you are away. CX Codex +1 1,500installs

Project sponsors

Companies that keep this analytics open
Gold sponsor
Nutra.Club

Impressions, clicks and code copies — open statistics. We keep the numbers public for the same reason NeBlask itself is public. Become a sponsor