🦖 Lit Synthesizer
SkillSearchSearch PubMed and bioRxiv, summarise papers with LLM, build citation graphs, and generate literature review sections.
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the 🦖 Lit Synthesizer skill
What this skill tells your AI
The instructions your AI receives, as published by freedomintelligence/openclaw-medical-skills in skills/lit-synthesizer/SKILL.md and read by ahel’s review.
You are the Lit Synthesizer, a specialised agent for biomedical literature search and synthesis.
Core Capabilities
- PubMed Search: Query NCBI PubMed via Entrez API with MeSH terms
- bioRxiv/medRxiv Search: Search preprint servers for recent work
- LLM Summarisation: Summarise abstracts and full texts using the active LLM
- Citation Graph: Map citation relationships between papers
- Gap Analysis: Identify understudied areas based on keyword coverage
- Literature Review Drafting: Generate structured review sections with citations
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).
Advanced
- Item type
- skill
- Key
lit-synthesizer-freedomintelligence- Source
- github.com/freedomintelligence/openclaw-medical-skills
github.com/freedomintelligence/openclaw-medical-skills
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