菜单
PubMed + bioRxiv search for recent literature on the patient's genes and diagnosis. bioRxiv preprints are first-class (earliest signal). Emits Tier C; the LLM only summarizes genuine free text, it never asserts facts.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/linushansen12/Chronic-Illness-Workbench --skill literature-synthesis命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Open Targets gene-disease association lookup via the official MCP connector. One GraphQL round trip per gene. Emits Tier C informational evidence.
Standing watcher. Reruns the trial, literature (PubMed + bioRxiv), and ClinVar-relookup specialists against the FIXED profile and diffs against the stored baseline. Empty diff -> one calm "no significant changes" timeline entry.
ClinicalTrials.gov v2 search for trials relevant to the patient's diagnosis and genes. Eligibility is surfaced as "may be eligible — confirm with your care team", never confirmed. Emits Tier C.
基于 SOC 职业分类
正在显示 SKILL.md
| name | literature-synthesis |
| kind | oneshot |
| domain | literature |
| description | PubMed + bioRxiv search for recent literature on the patient's genes and diagnosis. bioRxiv preprints are first-class (earliest signal). Emits Tier C; the LLM only summarizes genuine free text, it never asserts facts. |
Search PubMed (E-utils, use mindate) and bioRxiv (use since) for recent
literature on the profile's genes and diagnosis. bioRxiv is first-class here — the
developer specifically wants preprint-level early signal (spec §8a).
Emit Tier C EvidenceRecords. The LLM's only job is to summarize genuinely
free-text abstracts into a minimally-reworded claim; it does not assert medical
facts, and every rendered string passes the code gate. source_id is the PMID or
bioRxiv DOI; source_url resolves to the article. Never invent a PMID (spec §3) —
if a source can't be resolved, drop the claim.
STATUS: live via app/literature.py — peer-reviewed through NCBI E-utils and
preprints through Europe PMC (SRC:PPR, which covers bioRxiv). No MCP/auth needed.
Runs only when BWCLS_LIVE_SOURCES=1. Emits Tier C records; titles become the
(factual) claim and are gate-scanned. since= narrows to new-only for the recheck;
world-evidence-watch reuses search_literature.
TODO (optional): LLM abstract summarization (still gate-checked) instead of titles; or switch to the developer's PubMed/bioRxiv MCP connectors.