A Super AI Lab with massive AI Doctors as Assistants. Best IDE for Research via AI Power.
$ npx -y skills add OpenLAIR/dr-claw --agent claude-code
Repo: OpenLAIR/dr-claw
What's inside
[!NOTE] Excited about Anthropic's Claude Science (launched June 30, 2026)? Dr. Claw has been shipping the same vision since February 2026 — and it's fully open source, model-agnostic (Claude Code, Gemini CLI, Codex, plus hundreds of models via OpenRouter), and runs on your own machine with your own data and GPUs. It also covers the full research lifecycle — survey → ideation → experiments → paper writing → slides & promotion — not just computational analysis. Free to use; no subscription required.
Dr. Claw is a general-purpose AI research assistant designed to help researchers and builders execute end-to-end projects across different domains. From shaping an initial idea to running experiments and preparing publication-ready outputs, Dr. Claw keeps the full workflow in one place so teams can focus on research quality and iteration speed.
Manual work is too slow. Fully automated AI is too generic. Vibe Researching is the new frontier. Dr. Claw turns your Research Taste into outsized outcomes with Agentic Execution--so you can move faster, think bigger, and still hold the line on scientific rigor.
2026-08-22 — Our paper Dr. Claw: An AI Scientist Workspace for Vibe Research has been accepted to the EMNLP 2026 System Demonstrations track! Catch the live demo in Budapest, Hungary, October 24–29, 2026.2026-04-08 — One click to launch fully autonomous research! Pick a tool pack (ARIS, Autoresearch, DeepScientist), hit configure, choose a workflow in Chat — and watch the agent run your entire research pipeline from idea to paper while you sleep.2026-04-06 — Dr. Claw now runs as a native desktop app! Grab the .dmg / .exe from GitHub Releases, or run npx dr-claw for zero-setup instant start.2026-04-06 — Research Lab and Files now live side-by-side as switchable tabs in the right sidebar — everything you need, one glance away.2026-04-06 — Preview any project file inline with a sleek pill toggle and sidebar browser — no more context-switching!2026-04-06 — Love the terminal? Run dr-claw chat for a fully agentic session with any OpenRouter model — zero browser required.2026-03-30 — Fine-tune your AI's thinking! Codex reasoning effort and Gemini thinking strength selectors are now right in Chat.2026-03-30 — Dr. Claw automatically detects your local GPU resources — ready to put that hardware to work.2026-03-28 — Unlock hundreds of models (GPT-5, Claude, Gemini, DeepSeek, Llama, Kimi, and more) with a single API key. The world's models at your fingertips!2026-03-26 — Crashed mid-session? No sweat — hit the retry button and pick up right where you left off.2026-03-26 — Port already taken? Dr. Claw finds a free one automatically. One less thing to worry about.2026-03-26 — Tasks auto-load into Chat with a handy badge dropdown — just click and go!2026-03-26 — Sessions are now auto-tagged by research stage — instantly see where each conversation stands.2026-03-24 — New skill for crafting review rebuttals — turn reviewer feedback into publication-ready responses.2026-03-21 — Run multiple sessions in parallel with smart naming — juggle projects like a pro!2026-03-21 — Accidentally deleted a project? Relax — it's in the trash, ready to be restored.2026-03-21 — Full CLI control plus an OpenClaw integration for mobile-friendly, voice-ready research management.2026-03-20 — Manage your papers with a streamlined picker and local Zotero support — your literature, organized.2026-03-20 — Stage, commit, diff, and switch branches without ever leaving the app. Version control, built in.2026-03-14 — Stay on top of research-relevant updates right inside your workspace — never miss a trending paper!inno-pipeline-planner skill to interactively generate a structured research brief and task list — no manual templates needed| Artifact | Location | Description | |
|---|---|---|---|
| 📚 | Survey reports | Survey/reports/ | Literature reviews with citations from arXiv, Semantic Scholar, and web sources |
| 💡 | Research ideas | Ideation/ideas/ | Brainstorming outputs with multi-persona evaluation scores |
| 🔬 | Experiment code | Experiment/core_code/ | Implementation from the plan → implement → judge loop |
| 📊 | Analysis results | Experiment/analysis/ | Statistical analysis, tables, and paper-ready figures |
| 📝 | Paper draft | Publication/paper/ | Academic manuscript (IEEE/ACM format) with citations and LaTeX math |
| 🎞️ | Presentation | Promotion/slides/ | Slide deck, TTS narration audio, and demo video |
See docs/pipeline-outputs.md for the full artifact list and project directory structure.
FAQ
dr-claw is a Claude Code plugin with 174 hand-picked skills for automation work, indexed on Flowy. Install it with the command on its page. It includes dr-claw, academic-researcher, autogpt. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.
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