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+# ScienceClaw
+
+**ScienceClaw** is a self-hosted, privacy-first personal research assistant built on
+[LangChain DeepAgents](https://github.com/langchain-ai/deepagents) and the AIO Sandbox.
+It performs rigorous multi-source deep research and generates professional PDF/DOCX reports —
+entirely on your own machine, with every step visible and traceable.
+
+## What it does
+
+Given any research question, ScienceClaw:
+
+1. **Decomposes** the question into investigation dimensions
+2. **Plans data sources** — academic literature (arXiv, PubMed, OpenAlex, Semantic Scholar …) + ToolUniverse scientific databases + web search
+3. **Collects** data in parallel across all planned sources
+4. **Cross-analyses** findings and synthesises them around the original question
+5. **Generates** a professional research report as PDF and/or DOCX
+
+## Key capabilities
+
+- **1,900+ scientific tools** via ToolUniverse across multiple disciplines:
+  - 💊 Drug discovery & biomedicine (UniProt, OpenTargets, FAERS, PDB, AlphaFold, ADMET)
+  - 🔭 Astronomy & space science (SIMBAD, SDSS, NASA exoplanet archive, JPL Horizons)
+  - 🌍 Earth & environmental science (USGS, ERDDAP, SoilGrids, air quality)
+  - ⚗️ Chemistry & materials (COD crystal structures, molecular property prediction)
+  - 🌱 Biodiversity (GBIF, OBIS, POWO, WoRMS, eBird)
+  - 📊 Social science & statistics (World Bank, Eurostat, US Census, Wikidata)
+  - 📚 Academic literature (PubMed, arXiv, OpenAlex, Semantic Scholar, DBLP, Crossref)
+- **Composable skill system** — deep-research, brainstorming, copywriting, GitHub reading, weather, writing plans
+- **Custom tool extension** — drop `@tool`-decorated Python into `Tools/`; hot-loaded without restart
+- **Natural-language tool creation** — describe what you need; ScienceClaw writes, tests, and saves it
+- **Full transparency** — every tool call and reasoning step is shown in the UI
+- **Completely local** — Docker-isolated, nothing uploaded externally
+
+## Example usage
+
+> *"Summarise the current state of BRCA1 inhibitors in triple-negative breast cancer, including clinical trial status and key resistance mechanisms."*
+
+ScienceClaw queries OpenTargets for BRCA1 targets, searches PubMed/arXiv for recent literature, retrieves FAERS adverse-event data, runs web search for trial updates, cross-analyses all sources, and produces a multi-section PDF report with citations.
+
+## Quick start
+
+```bash
+git clone https://github.com/AgentTeam-TaichuAI/ScienceClaw.git
+cd ScienceClaw
+docker compose -f docker-compose-release.yml up -d --pull always
+# Open http://localhost:5173
+```
+
+## Links
+
+- Repository: https://github.com/AgentTeam-TaichuAI/ScienceClaw
+- Cloud demo: https://scienceclaw.zidongtaichu.com/
+- GitAgent Protocol manifest: `agent.yaml` + `SOUL.md` at repo root
diff --git a/agents/AgentTeam-TaichuAI__scienceclaw/metadata.json b/agents/AgentTeam-TaichuAI__scienceclaw/metadata.json
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+{
+  "name": "scienceclaw",
+  "author": "AgentTeam-TaichuAI",
+  "description": "Self-hosted research assistant with 1,900+ scientific tools (drug discovery, astronomy, genomics, chemistry) — runs deep multi-source research and generates PDF/DOCX reports.",
+  "repository": "https://github.com/AgentTeam-TaichuAI/ScienceClaw",
+  "path": "",
+  "version": "1.0.0",
+  "category": "research",
+  "tags": ["research", "scientific-tools", "langchain", "deepagents", "multi-agent", "drug-discovery", "bioinformatics", "self-hosted", "pdf-report", "langgraph"],
+  "license": "MIT",
+  "model": "deepseek-chat",
+  "adapters": ["system-prompt", "lyzr"],
+  "icon": false,
+  "banner": false
+}