klaude-stats
claude臨床研究統計:Table 1、Kaplan-Meier、competing risk、Cox / logistic、PSM、AUC,加上可選的 research-plan 總指揮
17 skills
醫學寫作與文獻:論文 Results / Methods、PubMed 搜尋、合法全文下載、去識別化、臨床分數、OpenEvidence 查證
Plugin klaude-med from marketplace klaude-package-for-share in fireman333/Klaude-Package-For-Share. Commands read from the repo's manifest — 19 days ago.
academic-styleacademic-style: applies Nature/JAMA/NEJM/Lancet figure & table style to biostats outputs, or drafts a journal-style manuscript skeleton. Trigger: /academic-style, /style, 期刊風格, 套 nature 風格, 套 jama 風格, 套 nejm 風格, 套 lancet 風格, post-process figure for journal submission. Subcommand = journal short name
clinical-scores臨床評分系統記憶庫,儲存研究中實際使用過的 clinical score 的計算方式、組成變數、切點、預後意義、欄位對應。**目前只收錄 rCAST**;其他分數(GCS / SOFA / APACHE / CLAPPP 等)未收錄請走文獻查證(PubMed 等),**不要憑模型知識回答 cutoff / 權重**。Trigger: `/clinical-scores`、`/score-lookup`、「rCAST 怎麼算」「分數切點」「score 計算」「score cutoff」「分數組成」。對 rCAST 以外的分數先檢查 references/ 是否已收錄。
critical-ai用 clinical reasoning + EBM 6-lens 批判 AI 生成的醫學內容(DDx / management plan / paper summary / citation / research design),偵測 LLM 已知失敗模式(confidently wrong reasoning、right-answer-wrong-rationale、context-sensitivity blindness、sociodemographic bias)。Trigger:`/critical-ai`、`/cai`、「批判這 AI 答案」「審核 LLM 輸出」「ChatGPT
deep-researchdeep-research: universal 13-agent academic research pipeline. 7 modes: full, quick brief, paper review, lit-review, fact-check, Socratic dialogue, systematic review w/ optional meta-analysis. Trigger: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synt
emr-to-ai-guide教你「合法、安全」地把自己醫院的病歷/入院病歷頁面接進 AI 工作流:先確認院內規範,本機存檔,先用 phi-deid 本機去識別化,再請 Claude 針對你醫院的網頁結構寫一支小型本機解析腳本,最後餵給 case-discussion-pptx / case-discussion-docx。Trigger:/emr-to-ai-guide、「病歷怎麼丟給 AI」「入院病歷 HTML 解析」「病歷網頁抓欄位」「把病歷做成 case discussion」「EMR 轉 AI」。
endnote-importDrop a .bib file (and optionally .enw) into a centralized inbox folder so the user can import it into macOS EndNote 21 manually. Bridges literature pipeline outputs (deep-research / pubmed-search / any tool that exports .bib) to EndNote without GUI automation. Also archives a .bib snapshot under the
get-paper合法下載期刊全文 PDF:Unpaywall(開放取用 OA)優先,fallback 走你自己機構的授權入口(機構 VPN / 圖書館 EZproxy 登入網址)。觸發關鍵詞:/get-paper、/getpaper、/gp、下載這篇 paper、抓這篇全文、給我這篇 PDF、fetch this paper、download this PDF、ezproxy 下載、圖書館下載、給我 DOI 全文。即使只丟一個 DOI / 期刊網址並說「幫我抓」「給我這篇」「下載這篇」也應觸發。
hypothesis-generationStructured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-br
lit-renameBatch rename PDF literature files to year_author_title format (e.g., 2022_Chang_Factors_affecting_outcomes_CA_TTM.pdf). Trigger this skill whenever the user wants to: - Rename PDFs to year_author_title format - Organize literature files by year/author - Clean up messy PDF filenames in a research fol
manuscript-writing-reviewmanuscript-writing-review: reviews/edits writing quality of a scientific/engineering manuscript. Trigger: review my writing, check my manuscript, improve clarity, clean up the prose, edit for journal submission, writing review, evaluate sentence-level quality, eliminate clutter, fix passive voice, e
med-manuscript-writingMedical journal manuscript writing + de-LLM revision (corpus: NEJM/BMJ originals, MA, SR). Draft/revise/audit any IMRaD section for RCT, cohort, MA, SR; claim-strength and NS-wording gates; LLM-tell scorer. Trigger: /med-manuscript-writing, /med-write, /mmw, 寫醫學論文 section, 改 manuscript, 去 AI 味, de-L
medq即時醫學問答 + OE citation 驗證。Claude 用本身模型依 IM / Surgery / Biostat persona 內部草擬答案與 atomic claims(不輸出給使用者),送 OpenEvidence MCP 驗證(沒有 OE MCP 時自動改用 PubMed MCP / 網路搜尋驗證)後整合成**單一回覆**:citation 以 inline `[N]` 標在句後,被 OE 反對或補強的 claim 以 inline 散文呈現(不另開 Verification 區塊),文末附 AMA references。觸發關鍵詞:/medq、幫我查一下 XXX、XXX fi
notebooklm-deep-researchAutomate deep research using NotebookLM notebooks combined with web search. This skill queries a NotebookLM notebook with structured questions, supplements with web research, synthesizes all findings into a comprehensive note, and saves it back to the notebook. Use this skill whenever the user menti
oe-map印出 OpenEvidence 相關 skill(openevidence / medq / oe-triangulate)的 cheat sheet:分工總表、決策樹、prompting pattern 總覽、安裝指引。Trigger: `/oe-map`、`/oe-help`、使用者提及「OE 怎麼用」「OE 我有哪些 skill」「OE 生態」「OE cheat sheet」等意圖時。
oe-triangulate三角驗證工作流。對同一臨床問題並行跑三路查詢:(1) OpenEvidence 正問、(2) OpenEvidence 反問(negative query reflex,套 openevidence skill 的 Pattern 1 語法)、(3) PubMed 近 2 年 direct search。輸出 citation overlap、OE-only 盲點(H-index bias 推論)、PubMed-only 盲點(OE retrieval 未包含的新證據)、以及 claim-level 數字矛盾。用在 paper 寫作、重大臨床決策、教授會議前 evidence synthesi
openevidence透過 OpenEvidence MCP 查詢 AI 醫學文獻(需自行安裝 OpenEvidence MCP,見 SETUP.md)。支援臨床問題查詢、查看歷史查詢、取得特定文章。觸發關鍵詞:/oe、/openevidence、查 openevidence、查 OE、問 OE、查找 AI 文獻、OE 查詢、ask openevidence、oe search、查實證、查 evidence、AI 文獻查詢、幫我問 OE、OE 幫我查。即使使用者只說「幫我查一下 febrile neutropenia 的治療」或「OE 這個藥怎麼用」也應觸發。
phi-deidTaiwan 病歷 LLM 工作流去識別化前處理器。原始病歷先本地 Python 處理,只有去識別化版本進入 Claude context。草稿完成後本地還原 PHI,Claude 不讀最終檔。Trigger - `/phi-deid`、使用者提及「幫我打 admission note / progress note / discharge note / patient list / handoff / case discussion」並附帶病歷內容、或明確說「去識別化」「PHI」「de-identify」「幫我隱蔽病人資訊」等意圖時。
pubmed-searchSearches PubMed via NCBI E-utilities and outputs a formatted Excel of articles. Trigger: PubMed, search PubMed, literature search, find articles, search articles, article search, PubMed search, literature review, find papers, search papers, research articles, 搜尋文獻, 查 PubMed, PubMed 搜尋, 找文獻, 文獻整理, 搜論
scientific-critical-thinkingEvaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For for
zotero-archivezotero-archive: standalone Zotero reference-pool ops hub. Subcommands: `archive` (file an existing report's cited literature into Zotero without re-running its source skill), `tidy` (dedupe, missing-DOI report, re-index), `export` (pull a collection out as .bib/bibliography.json). Wraps per-skill ad
臨床研究統計:Table 1、Kaplan-Meier、competing risk、Cox / logistic、PSM、AUC,加上可選的 research-plan 總指揮
17 skills
生產力:拷問式釐清決策、session 交接、查有沒有現成輪子、自動 git、授權選擇、建立你自己的寫作風格
10 skills · 4 agents
簡報與文件:病例討論 / 書報討論投影片、pptx 視覺檢查、講稿 handout、Markdown→PDF、PDF 拆分與精準問答
11 skills
Get medical device software through IEC 62304 and IEC 81001-5-1. Four deterministic stdlib scripts: a software safety classifier (62304 4.3 with A1 external controls and segregation) that also sets the FDA Basic/Enhanced documentation level and flags 524B cyber devices; a lifecycle gap check scoped by class, with IEC 81001-5-1 security activities; a SOUP register check with SBOM cross-check; and a trace matrix release gate. Ships cs-device-software-lead agent, /cs-medical-device-software and /cs-soup-review commands and 4 references with per-claim confidence levels.
1 skill · 2 commands · 1 agent
5 live-detection Databricks skills — cost-leak-hunter, cluster-forensics, uc-migration-pilot, streaming-guardian, bundle-medic — backed by the databricks-workspace-mcp server (npm). The v2 rebuild: real workspace detection over static docs.
5 skills · 1 MCP server · hooks
Medical manuscript workflow that blocks drafting without approved plans, checks citations against an evidence ledger and checks reported numbers against results CSV files.
2 skills · hooks
AI reads the fine print for you: leases, medical bills, terms of service, loans, benefits packages, and HOA covenants decoded into plain English with ranked red flags, the questions to ask, and what's actually negotiable. Not legal advice — a sharp friend who reads contracts.
26 skills
Twelve-skill bundle covering the JAMA (Journal of the American Medical Association) manuscript lifecycle.
12 skills
Computer Vision Toolbox, Deep Learning Toolbox, Image Processing Toolbox, Lidar Toolbox, Medical Imaging Toolbox, Optical Design and Simulation Library for Image Processing Toolbox, and Visual Inspection Toolbox.
10 skills
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