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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.
Table of Contents
- Overview
- What's New
- Highlights
- Quick Start
- Configuration
- OpenClaw Integration
- Research Lab - Quick Example
- Usage Guide
- Claude Code Plugin
- Additional Details
- Contributing
- FAQ
- License
- Citation
- Acknowledgments
- Support & Community
Overview
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.
Product Screenshot
📰 News Dashboard — A unified, scored feed across arXiv, HuggingFace, GitHub, WeChat 公众号, X, and Xiaohongshu
📚 Skills Library — 100+ built-in research skills, auto-discovered and applied by agents

The Philosophy: Leveraged Cognition

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.
What's New
- 🩹 v1.3.1: New Session fixes
2026-11-10 — A new session keeps its first message on screen and always starts in Research mode.
- 🧩 v1.3.0: Choose Your Skills, Compact Sidebars
2026-11-06 — Pick which skills are on by default (globally or per project) in a new card-based Skills Library, or choose a preset on first launch. The built-in library is trimmed to 121 working skills, and skills you import now live outside the app so updates keep them. The left sidebar shows one line per project and session and can search inside session messages; the Files panel is a compact tree. The first launch after installing or upgrading also loads reliably now.
- 🧭 v1.2.0: Redesigned Research Workbench
2026-11-05 — A project-centered workspace with a cleaner chat composer and unified controls. The desktop app signs you in automatically, and local models can now run on vLLM and SGLang as well as Ollama. Download it from GitHub Releases.
- 🎉 Accepted to EMNLP 2026
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.
- 🧪 Auto Research Hub
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.
- 🖥️ Desktop App & npx
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.
- 🗂️ Multi-Tab Sidebar
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.
- 📂 File Preview Overlay
2026-04-06 — Preview any project file inline with a sleek pill toggle and sidebar browser — no more context-switching!
- 💬 Terminal Chat
2026-04-06 — Love the terminal? Run dr-claw chat for a fully agentic session with any OpenRouter model — zero browser required.
- 🎛️ Reasoning Controls
2026-03-30 — Fine-tune your AI's thinking! Codex reasoning effort and Gemini thinking strength selectors are now right in Chat.
- 🖥️ Local GPU Detection
2026-03-30 — Dr. Claw automatically detects your local GPU resources — ready to put that hardware to work.
- 🌐 OpenRouter Provider
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!
- 🔄 Session Recovery
2026-03-26 — Crashed mid-session? No sweat — hit the retry button and pick up right where you left off.
Earlier updates
- 📡 Auto Port Fallback
2026-03-26 — Port already taken? Dr. Claw finds a free one automatically. One less thing to worry about.
- 🏷️ Smart Prompt Loading
2026-03-26 — Tasks auto-load into Chat with a handy badge dropdown — just click and go!
- 🏷️ Session Stage Tags
2026-03-26 — Sessions are now auto-tagged by research stage — instantly see where each conversation stands.
- ✍️ Rebuttal Skill
2026-03-24 — New skill for crafting review rebuttals — turn reviewer feedback into publication-ready responses.
- 🧑💻 Multi-Session Support
2026-03-21 — Run multiple sessions in parallel with smart naming — juggle projects like a pro!
- 🗑️ Trash Bin
2026-03-21 — Accidentally deleted a project? Relax — it's in the trash, ready to be restored.
- 🤖 Dr. Claw CLI & OpenClaw
2026-03-21 — Full CLI control plus an OpenClaw integration for mobile-friendly, voice-ready research management.
- 📚 Reference Library
2026-03-20 — Manage your papers with a streamlined picker and local Zotero support — your literature, organized.
- 🔀 Git Source Control
2026-03-20 — Stage, commit, diff, and switch branches without ever leaving the app. Version control, built in.
- 📰 News Dashboard
2026-03-14 — Stay on top of research-relevant updates right inside your workspace — never miss a trending paper!
Highlights
- 🔬 Research Lab — Structured dashboard for end-to-end research: define your brief, generate a pipeline of tasks, track progress across Survey → Ideation → Experiment → Publication → Promotion, and inspect source papers, ideas (rendered with LaTeX math), and cache artifacts — all at a glance
- ⚡ Auto Research — Start one-click sequential task execution directly from the Project Dashboard, open the generated session live, and receive an email when the run completes
- 📚 100+ Research Skills — A curated library spanning idea generation, code survey, experiment development & analysis, paper writing, review response, and delivery — automatically discovered by agents and applied as task-level assistance
- 🗂️ Chat-Driven Pipeline — Describe your research idea in Chat; the agent uses the
inno-pipeline-planner skill to interactively generate a structured research brief and task list — no manual templates needed
- 🤖 Multi-Agent Backend — Seamlessly switch between Claude Code, Gemini CLI, Codex, and OpenRouter as your execution engines
What the Pipeline Produces
| 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.
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