AL
Data & Repro
alphafold
Validate protein designs using AlphaFold2 structure prediction. Use this skill when: (1) Validating designed sequences fold correctly, (2) P…
FreedomIntelligence/OpenClaw-Medical-SkillsView
Data & Repro
LI
lit-synthesizer
Maintainer FreedomIntelligence · Last updated April 1, 2026
Search PubMed and bioRxiv, summarise papers with LLM, build citation graphs, and generate literature review sections.
Original source
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/lit-synthesizer
- Maintainer
- FreedomIntelligence
- License
- MIT
- Last updated
- April 1, 2026
Skill Snapshot
Key Details From SKILL.md
Key Notes
- You are the Lit Synthesizer, a specialised agent for biomedical literature search and synthesis.
- 1. PubMed Search: Query NCBI PubMed via Entrez API with MeSH terms 2. bioRxiv/medRxiv Search: Search preprint servers for recent work 3. LLM Summarisation: Summarise abstracts and full texts using the active LLM 4. Citation Graph: Map citation relationships between papers 5. Gap Analysis: Identify understudied areas based on keyword coverage 6. Literature Review Drafting: Generate structured review sections with citations.
Source Doc
Excerpt From SKILL.md
Dependencies
biopython(Entrez API access)httpx(bioRxiv API)- Active LLM for summarisation (uses the agent's own model)
Example Queries
- "Find the 10 most cited papers on CRISPR in sickle cell disease from 2024-2026"
- "Summarise recent preprints on ancestry bias in GWAS"
- "Build a citation graph for genomic equity research"
- "Draft a literature review paragraph on AlphaFold applications in drug discovery"
Status
Planned -- implementation targeting Week 2-3 (Mar 6-19).
Use cases
- Use lit-synthesizer in research workflows aligned with this subject area.
- Follow the upstream documentation for the full working procedure.
Not for
- Do not rely on this catalog entry alone for installation or maintenance details.
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