# Grey Team

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Collistus Kibe](https://cerebralvalley.ai/u/collistus)
- **GitHub:** https://github.com/Collistus-Kibe/STEM-Claw
- **Demo video:** https://youtu.be/_3QRa_ItxAU
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2147

Project Name: StemClaw Autonomous Scientific Discovery Agent

Problem:
Modern scientific discovery is throttled by the overwhelming velocity of literature: over 3 million peer-reviewed papers are published annually. Researchers spend hundreds of hours manually searching disjointed databases, resolving conflicting methodologies, and synthesizing state-of-the-art benchmarks. Meanwhile, conventional LLM chatbots frequently hallucinate non-existent DOIs and citations, rendering them untrustworthy for rigorous academic and laboratory work.

Solution:
StemClaw is an open-source, autonomous scientific research Python agent that comes  already intergrated 29+ Live Scientific  endpoints designed to push the frontier of computational science and accelerate AI discovery. Powered by the Meta Model API (utilizing Muse Wonder and Muse Spark), StemClaw acts as an autonomous co-investigator across five specialized STEM disciplines: Life Sciences, Physical Sciences, Engineering & Computer Science, Earth & Environmental Sciences, and Interdisciplinary Systematic Reviews.

How It Works & Meta Model API Integration:
1. Autonomous Multi-Step Reasoning: Leveraging Meta's Muse Wonder 1.0, the agent breaks complex scientific hypotheses into targeted investigation milestones.
2. Live Multi-Database Tool Orchestration: Connects in real-time to 25+ scientific endpoints including PubMed, Europe PMC, arXiv, Crossref, ChEMBL, Semantic Scholar, and Papers With Code.
3. Strict Anti-Hallucination Provenance: Cross-validates every scientific claim against live DOI registries, explicitly auditing citations to guarantee factual integrity.
4. Publication-Ready Deliverables: Compiles exhaustive narrative comparative reports (Markdown) and generates verified BibTeX (references.bib) bibliographies in minutes.

Impact:
By combining Meta's frontier reasoning models with specialized scientific tooling, StemClaw compresses weeks of literature synthesis, clinical reality checks, and benchmark analysis into minutes democratizing institutional-grade research capabilities and accelerating the pace of global scientific breakthroughs.

## More from Meta Global AI Developer Hackathon

- [Papan Ghosh](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2144)
- [MK MetaForge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2145)
- [Munshi](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2146)
- [ShiftForge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2148)
- [FixLens Intelligence](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2149)
- [Anurag squad](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2150)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2147. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt