Portfolio

林協霆 · 臨床筆記 — Personal site & clinical notes (Astro + serene-ink + Cloudflare Pages)

林協霆 · 臨床筆記 > 腫瘤內科醫師的臨床筆記、衛教與閱讀記錄。 > 站台：lin.hsiehting.com > 作者：林協霆 M.D.（ORCID · Google Scholar） 依醫療法第 87 條第 2 項屬醫學新知與病人衛生教育，不從事醫療業務招徠。 --- Stack - Astro 6 + MDX + Tailwind v4，fork 自 serene-ink 主題並客製為醫學內容站 - 部署：GitHub Actions → Cloudflare Pages（main push 自動 build & deploy） - AI 引用優…

Automated daily Q1 hem-onc case-report digest, written by a Claude Code Routine

Hem-Onc Daily Q1 Case Digest Automated daily scout for clinically valuable case reports, clinical images, and brief communications from Q1 hematology-oncology journals. Powered by a Claude Code Routine. What this repo is - reports/YYYY-MM-DD.md — one markdown digest per day, writ…

R-based NGS tertiary analysis pipeline: BAM → ESMO 2024 clinical report with OncoKB, PubMed/Scopus literature, ESCAT classification

NGS Tertiary Analysis Pipeline R-based pipeline for cancer genomics: BAM → ESMO 2024-compliant HTML clinical report. Annotates somatic variants with OncoKB + CiVIC, classifies clinical actionability using ESCAT and AMP/ASCO/CAP four-tier systems, generates interactive visual…

End-to-end agentic walker for FlySheet-style hospital e-learning TMS (kfsyscc, ntuh, …).

auto-tms End-to-end agentic walk through any FlySheet-style hospital e-learning TMS. Logs in, finds every in-progress program, and completes each unfinished course (pre-test → video → post-test → optional survey) until 100%. Built-in sites (uv run auto-tms sites): | name | label…

Unofficial OpenEvidence MCP server with cookies.json auth, Claude/Codex/Gemini install helpers, BibTeX citation export, and Crossref validation.

OpenEvidence MCP (Cookie Auth Fork) Use OpenEvidence from Claude Code, Codex CLI, Gemini CLI, Claude Desktop, Cursor, Cline, Continue, and any MCP-compatible client. What It Does This is an unofficial OpenEvidence MCP server that reuses cookies exported from your own logged-in Op…

ABIM Hematology board review — 72 topic notes + 216 self-authored ABIM-style questions + reference atlases, Obsidian-ready with adaptive AI coach mode

Hematology Board Review Vault > A test-oriented, citation-backed Obsidian study system for the ABIM Hematology certification exam. 72 disease notes + 216 self-authored ABIM-style questions + reference atlases + adaptive coaching workflow. [](02Topics/) [](03QBank/) [](scripts/08s…

Portable Python-stdlib skill mirroring the openevidence-mcp tool surface 1:1. Install: npx skills add htlin222/openevidence-skill

openevidence-skill [](https://github.com/htlin222/openevidence-skill/actions/workflows/release.yml) [](https://github.com/htlin222/openevidence-skill/releases/latest) [](LICENSE) [](https://github.com/vercel-labs/skills) [](https://github.com/vercel-labs/skills#supported-agents)…

Why Large Language Models Fail at Diagnosis: An Abstraction-Grounding View — NEJM AI Perspective manuscript

LLM-Diagnosis Perspective — Manuscript Repo A modular, arXiv-ready LaTeX project for the perspective paper > Why Large Language Models Fail at Diagnosis: An Abstraction–Grounding View Target venues, in order of fit: 1. The Lancet Digital Health — Viewpoint, 3500 words. 2. NEJM AI…

5/16 眼科醫師研究工作坊：Quarto book teaching ophthalmology RWE (MMRM + CMH) by reproducing TENAYA/LUCERNE paper

羅氏眼科研究賦能工作坊教材 > 副標：讓你的 Faricimab RWE 長得像 Ophthalmology 論文（5/30） > 主辦單位：羅氏大藥廠（Roche Products Ltd. Taiwan） > 作者：和信治癌中心醫院 林協霆醫師 × 羅氏大藥廠 邵時傑博士 這是一本 Quarto book，教眼科醫師用 AI + R 把院內 faricimab cohort 資料做成可投 Ophthalmology 的圖表， reproduce TENAYA/LUCERNE paper 的 Figure 1（MMRM）與 Figure 2（CMH-w…

北榮泌尿部線上排班系統 — Google Sheets + Apps Script (clasp)

北榮泌尿部線上排班系統 Google Sheet + Apps Script 的住院醫師／VS 月度排班工具。本 repo 是 Apps Script 端的程式碼，使用 clasp 與 Google 同步。 - Spreadsheet：北榮泌尿部線上排班系統 - Script ID：13juMBNw0jmIaprtTKGLViAyBM2OyJqsc-asnk4Kunv1heW67lWIM2l4（container-bound） - 時區：Asia/Taipei - Runtime：V8 --- 目錄 - 快速使用 - 本地開發環境設置 - 日常維護指令…

Deterministic, preset-driven flow diagrams for reporting guidelines (PRISMA 2020, CONSORT 2010, STROBE) — outputs SVG/drawio/Mermaid/PDF/PNG with zero runtime deps.

[](LICENSE) [](https://github.com/htlin222/flowdoc/releases) [](#status) [](#) [](https://github.com/htlin222/flowdoc/pulls) [](https://www.typescriptlang.org) [](https://nodejs.org) [](#install) [](package.json) [](tsconfig.json) [](test/) [](#determinism) [](test/) [](src/) [](…

Private repo for the LLM-based clinical evidence reconciliation methods paper. Agentic AI benchmark against rule-based AMP/ASCO/CAP classification on cancer NGS variant data.

NGS Tertiary Analysis Pipeline R-based pipeline for cancer genomics: BAM → ESMO 2024-compliant HTML clinical report. Annotates somatic variants with OncoKB + CiVIC, classifies clinical actionability using ESCAT and AMP/ASCO/CAP four-tier systems, generates interactive visual…

Systematic reanalysis of mechanism-labeled prognostic gene signatures in TCGA-BRCA against random size-matched gene sets (Venet 2011 paradigm), with METABRIC and SCAN-B validation and meta-PCNA adjustment.

TCGA-BRCA Prognostic Signature Reanalysis Systematic reanalysis of mechanism-labeled prognostic gene signatures in TCGA breast cancer: do pyroptosis / cuproptosis / ferroptosis / lactylation / etc. signatures outperform random gene sets of matched size? This is a research code re…

台灣護理實證報告（N1–N4 升等）教練 skill。Install: npx skills add htlin222/zh-ebn-report-skill

zh-ebn-report [](https://github.com/htlin222/zh-ebn-report-skill/actions/workflows/release.yml) [](https://github.com/htlin222/zh-ebn-report-skill/releases/latest) [](LICENSE) [](https://github.com/vercel-labs/skills) [](https://github.com/vercel-labs/skills#supported-agents) > 台…

Meta-Analysis Pipeline [](https://github.com/htlin222/meta-pipe/stargazers) [](https://github.com/htlin222/meta-pipe/commits/main) [](LICENSE) [](https://www.python.org) AI-assisted, end-to-end meta-analysis with reproducible tooling. From research question to manuscript-ready ou…

Audit OpenEvidence MCP citations with parallel PubMed verification and structured accuracy scoring. Install: npx skills add htlin222/audit-oe-skill

audit-oe [](https://github.com/htlin222/audit-oe-skill/actions/workflows/release.yml) [](https://github.com/htlin222/audit-oe-skill/releases/latest) [](LICENSE) [](https://github.com/vercel-labs/skills) > Audit OpenEvidence MCP citations with parallel PubMed verification and stru…

Weekly breast cancer treatment trend reports — auto-generated via OpenEvidence, OncDaily, OncLive, ESMO

Oncology Weekly Trend Reporter 自動生成腫瘤科每週治療趨勢報告，以繁體中文撰寫（英文醫學名詞不翻譯）。 目前設定：乳癌（Breast Cancer） 資料來源：OpenEvidence AI · OncDaily RSS · OncLive · ESMO · ClinicalTrials.gov 週報範例：2026-W16 --- 快速開始 bash 安裝 uv（Python 套件管理） curl -LsSf https://astral.sh/uv/install.sh | sh 安裝相依套件 uv sync 執行爬蟲 +…

Cross-DB Bayesian hierarchical target trial emulation of dynamic fluid-vasopressor strategies in early septic shock: protocol + SAP for PLOS Medicine.

Cross-Database Bayesian Hierarchical Target Trial Emulation of Dynamic Fluid–Vasopressor Resuscitation Strategies in Early Septic Shock > Protocol and Pre-Specified Statistical Analysis Plan, targeting PLOS Medicine. > Reporting framework: TARGET 2025 (JAMA) + SPIRIT 2013 (adapte…

Topological data analysis pipeline for AML transcriptomic risk stratification (TCGA-LAML + BeatAML)

Topological stratification of acute myeloid leukaemia Reproducible pipeline and manuscript for a Topological Data Analysis (TDA) study of adult AML transcriptomes (TCGA-LAML discovery, BeatAML external validation). Headline results Seven Mapper-derived topological subgroups in TC…

Reproducible topological framework for quantifying drug-induced cell-state plasticity in scRNA-seq (EGFR-mutant lung cancer)

scTDA Cancer Plasticity > Drug tolerance takes shape: persistent homology reveals cyclic cell-state plasticity in EGFR-mutant lung cancer. > An open-source topological framework validated across cell lines, patient-derived xenografts, and patient tumors. [](LICENSE) [](https://ww…

Framework Selection Problem in Clinical Communication — manuscript for American Psychologist + schema specification

To Comfort Always The Framework Selection Problem in Clinical Communication: A Cognitive Architecture for Why Clinicians Know What to Say but Not When to Say It. Manuscript targeted at American Psychologist (APA). A PsyArXiv-ready preprint PDF is built from the same source. Files…

Pocket Hematology: quick-reference guide for hematology trainees, distilled from ASH-SAP 9e (2025)

Pocket Hematology A dense, quick-reference hematology guide for trainees, distilled from the American Society of Hematology Self-Assessment Program, 9th Edition (2025), written in the style of Pocket Oncology. Read Online Published via GitHub Pages (set by CI): https://htlin222.g…

AI-assisted, end-to-end meta-analysis pipeline with reproducible tooling.

Meta-Analysis Pipeline [](https://github.com/htlin222/meta-pipe/stargazers) [](https://github.com/htlin222/meta-pipe/commits/main) [](LICENSE) [](https://www.python.org) AI-assisted, end-to-end meta-analysis with reproducible tooling. From research question to manuscript-ready ou…

Introduction to R Statistical Tools: Learn Clinical Research Statistics with AI

Highlights of ASH 2026 Asia-Pacific: A Comprehensive Pocket Guidebook for Hematologists

Highlights of ASH 2026 Asia-Pacific A comprehensive pocket guidebook for hematologists attending the 2026 Highlights of ASH in Asia-Pacific meeting. Read the Book Online About This Quarto book summarizes the key topics, speakers, and latest advances (2025-2026) for every session…

Question: Do patients with lymphoma who present with tumor lysis have a worse outcome than patients who do not present with tumor lysis?

Meta-Analysis Pipeline [](https://github.com/htlin222/meta-pipe/stargazers) [](https://github.com/htlin222/meta-pipe/commits/main) [](LICENSE) [](https://www.python.org) [](https://htlin222.github.io/lymphoma-TLS-outcome/) AI-assisted, end-to-end meta-analysis with reproducible t…

disorders-of-Iron-metabolism-and-heme-synthesis

My Slidev Template A reusable Slidev presentation template with custom layouts, Chart.js charts, live code runners, and Tailscale Funnel support. [](https://github.com/htlin222/my-slidev-template/generate) Gallery | Cover | Chapter Divider | |:---:|:---:| | | | | Content + Blockq…

My Slidev Template A reusable Slidev presentation template with custom layouts, Chart.js charts, live code runners, and Tailscale Funnel support. [](https://github.com/htlin222/my-slidev-template/generate) Gallery | Cover | Chapter Divider | |:---:|:---:| | | | | Content + Blockq…

Methodology manuscript for meta-pipe: an AI-assisted meta-analysis pipeline

meta-pipe-manuscript This repository contains the methodology manuscript for meta-pipe, an AI-assisted meta-analysis pipeline. About This is a standalone copy of the manuscript directory from the main meta-pipe project, intended for collaborative writing and journal submission. R…

Evidence-based Drug-Drug Interaction (DDI) assessment skill modeled after Micromedex Drug-Reax. Install: npx skills add htlin222/drug-drug-skill

drug-drug [](https://github.com/htlin222/drug-drug-skill/actions/workflows/release.yml) [](https://github.com/htlin222/drug-drug-skill/releases/latest) [](https://creativecommons.org/licenses/by/4.0/) [](https://github.com/vercel-labs/skills) [](https://github.com/vercel-labs/ski…

Automated systematic literature review pipeline - searches Scopus, PubMed, Embase, validates DOIs, filters by journal impact, generates publication-ready Quarto/PDF/DOCX

Robust Literature Review Pipeline [](https://github.com/htlin222/robust-lit-review/stargazers) [](https://github.com/htlin222/robust-lit-review/commits/main) [](https://www.python.org/) [](LICENSE) [](https://github.com/htlin222/robust-lit-review/actions/workflows/render-release.…

自動完成教育部學術倫理課程（加選、閱讀、測驗）

irb-time [](https://www.python.org/) [](https://docs.astral.sh/uv/) [](LICENSE) 自動完成教育部學術倫理教育資源中心課程：選課、閱讀、測驗、取證一條龍。 Quick Start bash 1. 匯出瀏覽器 cookies（登入 ethics-p.moe.edu.tw 後） 用 EditThisCookie 等工具匯出到 cookies.json 2. 安裝依賴 make setup 3. 選課 + 閱讀 make courses # 產生 courses.csv（編輯 enro…

EBMT Handbook 8th Edition (2024) — HCT & Cellular Therapies clinical guideline skill for AI coding agents. Install: npx skills add htlin222/ebmt-handbook-skill

ebmt-handbook [](https://github.com/htlin222/ebmt-handbook-skill/actions/workflows/release.yml) [](https://github.com/htlin222/ebmt-handbook-skill/releases/latest) [](https://creativecommons.org/licenses/by/4.0/) [](https://github.com/vercel-labs/skills) [](https://github.com/ver…

Automates TMA monthly continuing education exams using Claude Code

TMA Exam Automation [](https://www.python.org/) [](https://docs.astral.sh/uv/) [](https://claude.ai/code) [](LICENSE) [](https://www.tma.tw) [](https://github.com/htlin222/tma-edu-exam) > Automates Taiwan Medical Association (www.tma.tw) monthly continuing education exams using C…

用 AI 自動抓取台灣醫學會行事曆，一鍵同步到 Google Calendar | Automated Taiwan medical society event scraping & Google Calendar sync via Claude Code

Society Calendar > 用 AI 自動抓取台灣醫學會行事曆，一鍵同步到 Google Calendar [](https://python.org) [](LICENSE) [](https://claude.ai/claude-code) [](#workflow) -brightgreen) [](https://github.com/htlin222/society-calendar) --- 為什麼需要這個？ 身為醫師，每個月要追蹤 3-5 個學會的繼續教育活動、研討會、年會。每個學會網站長得不一樣，有些用民國年，有些有 CAPTC…

Robust Literature Review Pipeline [](https://github.com/htlin222/robust-lit-review/stargazers) [](https://github.com/htlin222/robust-lit-review/commits/main) [](https://www.python.org/) [](LICENSE) [](https://github.com/htlin222/robust-lit-review/actions/workflows/render-release.…

Clinical Problem Solving skill for Claude Code — multi-persona Bayesian diagnostic rounds modeled after NEJM CPC format

CPS Skills — Clinical Problem Solving for Claude Code [](https://claude.ai/claude-code) [](https://python.org) [](references.bib) [](.claude/skills/cps/references/chapters/) [](case/) > [!NOTE] > English | 繁體中文 A Claude Code skill that models the NEJM Clinical Problem-Solving for…

Automated KFSYSCC IRB document preparation — 43 forms, 11 categories, one command. Because your time is better spent on science, not paperwork.

IRB-in-Hurry [](https://www.python.org/downloads/) [](#testing) [](#form-coverage) [](LICENSE) Automated IRB document preparation for KFSYSCC (Koo Foundation Sun Yat-Sen Cancer Center). Fill in a YAML config with your study details, run one command, and get all required IRB submi…

Agent-driven teaching evaluation form filler. Claude Code generates zh-TW feedback while Python CLI handles e-portfolio HTTP/HTML. Reusable pattern for any hospital's web-based evaluation system.

EvalBot — Automated Teaching Evaluation Form Filler [](https://opensource.org/licenses/MIT) [](https://www.python.org/downloads/) [](https://docs.astral.sh/uv/) [](https://claude.com/claude-code) [](https://github.com/htlin222/education-portfolio) [](README.zh-TW.md) > "The purpo…

Systematic review: Large Language Models in Clinical Medicine

Robust Literature Review Pipeline [](https://github.com/htlin222/robust-lit-review/stargazers) [](https://github.com/htlin222/robust-lit-review/commits/main) [](https://www.python.org/) [](LICENSE) [](https://github.com/htlin222/robust-lit-review/actions/workflows/render-release.…

Diagnostic-first survival analysis pipeline: auto-detects competing risks, recurrent events, time-varying exposures, immortal time bias, left truncation, informative censoring, and clustering, then routes to appropriate methods. R + Quarto IMRAD manuscript.

[](https://github.com/htlin222/survival-pipe/actions/workflows/publish-book.yml) [](https://opensource.org/licenses/MIT) [](https://quarto.org) [](https://www.r-project.org) [](https://htlin222.github.io/survival-pipe/) survival-pipe A modular, diagnostic-first pipeline for time-…

從白袍到鍵盤：給軟體人的醫療產業入門指南 - Quarto Presentation

code-in-med

ASH 2025 B-Cell Lymphoma Updates: MCL, MZL, and Waldenström Macroglobulinemia - Quarto Reveal.js Presentation

ASH 2025 B-Cell Lymphoma Updates [](https://github.com/htlin222/ASH-MCL/actions/workflows/publish.yml) Quarto Reveal.js presentation covering practice-changing advances in B-cell lymphoma from ASH 2025. Live Presentation: htlin222.github.io/ASH-MCL Topics Covered Mantle Cell Lymp…

A web-based terminal recording player for analysis pipeline demonstrations. Built with asciinema player and featuring a modern, customizable interface.

Asciinema Cast Player A web-based terminal recording player for analysis pipeline demonstrations. Built with asciinema player and featuring a modern, customizable interface. Features - Playback Controls: Play/pause, speed adjustment (0.5x to 5x), seek forward/backward - Theme Sel…

📅 Generate ICS calendar files for hospital duty schedules

dutyscheduler

🃏 Generate Anki decks from standardized question banks — built for medical board exam prep

腫專2024 Anki牌組生成工具 這個工具用於從標準化的問題文件夾生成Anki牌組，適用於腫專2024的考試準備。 目錄結構 - zips/ - 原始壓縮文件目錄 - normalizedquestions/ - 標準化後的問題文件夾 - markdowninput/ - 生成的Markdown文件和媒體文件 - ankioutput/ - 最終生成的Anki牌組 - tmp/ - 臨時文件目錄 使用方法 本項目使用Makefile來簡化工作流程，所有命令都可以通過make來執行。 設置環境 bash make env 這將創建一個虛擬環境並使用uv安…

🃏 Batch generate Anki decks from Zettelkasten notes — automate your spaced repetition workflow

ANKI batch 中文說明 TLDR 1. create a folder with many markdown files in it 2. will treat each markdown file as a deck 3. each markdown file should be formated as: - the front will start from the h2 ## title - the back will start after --- - h1 # title will be the deck name deckname c…

🍼 Milk calculation app for neonatal care — 北榮新生兒奶量計算

milkCalc 北榮算奶app，下載連結 Daily fluid(bed side板板)=奶量+點滴 小於37wks: 80(1st day)→90(2nd day) → 100(3rd day)…150 (max)ml/kg/day 大於37wks: 70(1st day)→80(2nd day) → 90(3rd day)…150 (max)ml/kg/day Phototherapy時需增加10%的daily fluid 如果要分兩段加的話，大概白班加一次；小夜加一次；也可以直接寫成這樣 if 15ml Q3H, then IV keep 4.7…

lizard-on-zotero: a book written in traditional chinese by a medical resident

--- title: "README" date: "2023-03-07" --- README 本書連結：跟著蜥蜴學Zotero 關於本書 Zotero是開源的書目管理系統，自從換電腦後，原本學生時期授權的Endnote已經不能用了，因此決定投入Zotero的使用。在使用過程中，發現Zotero遠比想像中的來得強大，對於第三方外掛的支援讓它不僅僅是個人書目的管理軟體，更是知識的中繼站。然後，在繁體中文界對於如何優雅地打開Zotero的相關教學相當稀少，在使用過程中所遇到的坑大部分還是經由官方的論壇、Reddit、知乎、或是一些外國Youtuber的教…

A specialized tool for calculating proportional areas in pathology images using a hexagonal grid system.

Pathology Area Calculator A specialized tool for calculating proportional areas in pathology images using a hexagonal grid system. Features - Hexagonal Grid System: Precisely mark and measure areas using adjustable hexagons - Multi-layer Support: Create multiple layers to mark di…

A cookiecutter template for creating reproducible research projects using Quarto, R, and the AMA citation style. Perfect for clinical research, medical studies, and academic papers.

Cookiecutter Quarto Research Template A cookiecutter template for creating reproducible research projects using Quarto, R, and the AMA citation style. Perfect for clinical research, medical studies, and academic papers. 🚀 Quick Start Option 1: Automated Installation (Recommended…

An MCP server implementation that connects to a locally running Anki, providing card review and creation. This is a fork of [scorzeth/anki-mcp-server](https://github.com/scorzeth/anki-mcp-server) with date-based organization features.

Yanki MCP Server ( Yet Another Anki MCP Server ) A Model Context Protocol server implementation that connects to a locally running Anki, providing card review and creation. This is a fork of scorzeth/anki-mcp-server with date-based organization features. Available as an npm packa…

Professional academic manuscript citation workflow with WebSearch integration, BibTeX validation, and multi-format output generation using Pandoc and Claude Code

Academic Manuscript Citation Workflow A professional, template-based workflow for automatically adding citations to academic manuscripts and generating properly formatted outputs using Pandoc with AMA citation style. 🚀 Quick Start bash Initialize a new project make init Edit you…

AI 輔助網絡統合分析教學 - Network Meta-analysis with R

AI 輔助網絡統合分析教學 Network Meta-analysis with R - 醫學統計教學課程 課程內容 透過 prompt engineering 學會網絡統合分析（Network Meta-analysis）的實作課程。 任務列表 1. 理解網絡統合分析的基本概念 2. 網絡幾何（Network Geometry） 3. 執行網絡統合分析與解讀結果 4. 評估一致性（Consistency） 5. 評估異質性（Heterogeneity） 6. 排名分析（Ranking） 7. 次群體分析與網絡統合迴歸 8. 發表偏誤評估（Publica…

A modern web application for converting Japanese text between different writing systems with additional features like text-to-speech and save history.

Japanese Text Converter A modern web application for converting Japanese text between different writing systems with additional features like text-to-speech and save history. Features - Text conversion between different Japanese writing systems: - Hiragana (平假名) - Katakana (片假名)…

醫學統計微積分視覺化教材 - Quarto Book

醫學統計的微積分基礎 用 R 視覺化理解統計背後的數學 [](https://github.com/htlin222/calculus-for-medstats/actions/workflows/publish.yml) 線上閱讀 https://htlin222.github.io/calculus-for-medstats/ 關於本書 這是一本用 R 視覺化來教醫師統計學所需微積分的 Quarto 書籍。目標讀者是數學背景較弱的醫師，需要理解統計方法背後的微積分概念。 適合誰閱讀？ - 在醫學研究中需要使用統計方法的醫師和研究人員 - 想理解統計背…

Topic-agnostic clinical research workflow framework for regional cancer centers using Bayesian methods, DAG-based causal inference, and sensitivity analyses (n=100-1000)

Clinical Research Workflow Framework Topic-Agnostic Guidance for Small-to-Medium Cancer Centers Version: 1.0 Last Updated: 2026-02-19 Philosophy: Transparent, reproducible research using Bayesian methods optimized for small samples (n=100-1000) --- 🎯 Purpose This framework provi…

Meta-skill that converts NCCN Clinical Practice Guideline PDFs into structured AI skill packages (Vercel Skills protocol) with progressive disclosure, parallel Haiku conversion, and anti-hallucination citation enforcement

create-skill-to-treat-cancer [](https://github.com/htlin222/nccn-skill/stargazers) [](https://github.com/htlin222/nccn-skill/commits/main) [](https://www.python.org/) [](LICENSE) A meta-skill that converts NCCN Clinical Practice Guideline PDFs into structured AI skill packages fo…

🎬 TMLE (Targeted Maximum Likelihood Estimation) animated explainer video — Manim + Chinese TTS

TMLE Explanation Video Generator [](https://github.com/htlin222/TMLE-explain/stargazers) [](https://github.com/htlin222/TMLE-explain/commits/main) [](https://www.python.org/) [](LICENSE) A Manim-based video generator for explaining Targeted Maximum Likelihood Estimation (TMLE) wi…

🧬 Convert FoundationOne genomic reports to cBioPortal OncoPrinter format — visualize mutations, CNVs, and fusions

FoundationOne to Oncoprinter [](https://github.com/htlin222/FoundationOne-to-Oncoprinter/stargazers) [](https://github.com/htlin222/FoundationOne-to-Oncoprinter/commits/main) [](https://www.python.org/) [](LICENSE) A comprehensive toolkit for processing, analyzing, and visualizin…

🔄 Automate PRISMA systematic review workflows — search, screen, deduplicate, and generate flow diagrams with Python & R

PRISMA Workflow Automation This project automates the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) workflow using Python and R. Project Structure - src/python/: Python modules for API calls to Pubmed, Cochrane, Scopus, and Embase - src/r/: R scripts…

📊 Causal Inference Tutorial — Quarto Reveal.js presentation covering DAGs, propensity scores, and TMLE

觀察性研究的因果推論：給臨床醫師的實戰指南 Causal Inference from Observational Studies: A Practical Guide for Clinicians Live Demo: htlin222.github.io/causal-tut 課程內容 | 章節 | 主題 | 重點 | | ---- | ---------- | ------------------------------------- | | 1-2 | 問題與設計 | 為什麼需要因果推論？Target Trial 設計 | | 3-4 | 方法概…

Personal Telegram bot wrapping OpenEvidence for evidence-based medical answers with streaming and PubMed citations

OpenEvidence Telegram Bot A personal Telegram bot that queries OpenEvidence for evidence-based medical answers with citations. Features - Ask medical questions and receive structured answers with numbered references - Real-time streaming via Telegram sendMessageDraft (Bot API 9.5…

Pocket Medicine: Enhanced Edition A Quarto book project based on Sabatine's Pocket Medicine. Build bash quarto render

Meta-analysis of caffeine supplementation effects on endurance exercise performance in healthy adults

Caffeine and Endurance Exercise Performance: A Meta-Analysis Status: ✅ Complete Demonstration Project Created: 2026-02-10 Purpose: Full workflow demonstration (brainstorming → analysis) --- 📋 Quick Summary Research Question: Does pre-exercise caffeine supplementation improve end…

Network meta-analysis of PARP inhibitors (olaparib, talazoparib, niraparib) in BRCA-mutated breast cancer

hrd-parp-inhibitors Meta-Analysis Project Description Network meta-analysis of PARP inhibitors (olaparib, talazoparib, niraparib) in BRCA-mutated breast cancer Project Structure This is a meta-analysis project created using the meta-pipe framework. hrd-parp-inhibitors/ ├── 01prot…

Network meta-analysis comparing BTK inhibitors (zanubrutinib, acalabrutinib, ibrutinib) in Waldenström macroglobulinemia

BTK Inhibitors in Waldenström Macroglobulinemia - Network Meta-Analysis Project: btk-wm Created: 2026-02-18 Status: Stage 00 - Topic Development Analysis Type: Network Meta-Analysis (NMA) --- 📋 Project Overview Research Question: What is the comparative efficacy and safety of BT…

Meta-analysis comparing neoadjuvant vs perioperative vs adjuvant immune checkpoint inhibitor timing in resectable early-stage NSCLC

early-immuno-timing Meta-Analysis Project Description Meta-analysis comparing neoadjuvant vs perioperative vs adjuvant immune checkpoint inhibitor timing in resectable early-stage NSCLC Project Structure This is a meta-analysis project created using the meta-pipe framework. early…

Meta-analysis of immune checkpoint inhibitors in neoadjuvant triple-negative breast cancer (5 RCTs, N=2402)

ICI in Neoadjuvant TNBC: Meta-Analysis Project Project Name: Immune Checkpoint Inhibitors in Neoadjuvant Triple-Negative Breast Cancer Branch: projects/ici-breast-cancer Status: 99% Complete Last Updated: 2026-02-07 --- 🎯 Quick Navigation For First-Time Reviewers Start here → 00…

Network meta-analysis of optimal immunotherapy timing strategies (neoadjuvant/perioperative/adjuvant) in early-stage NSCLC Stage II-III

Network Meta-Analysis: Optimal Timing of Immunotherapy in Early-Stage NSCLC Project Status: 🚀 Initializing (2026-02-17) Analysis Type: Network Meta-Analysis (NMA) - Required for ≥3 treatment comparisons --- 🎯 Research Question Which timing strategy for immune checkpoint inhibit…

Clinical Snippets A collection of clinical snippets and abbreviations for medical documentation, built as an mdBook documentation site. Overview - 208 clinical snippets (procedures, workups, protocols) - 528 medical abbreviations View Online Visit the documentation at: Local Deve…

learn docker in your terminal, with bite sized exercises

Dockerlings Learn Docker by doing – the fun, interactive way discord --- [](https://asciinema.org/a/758902) --- - 100% interactive TUI – Beautiful terminal interface powered by Bubble Tea - Instant verification – Run check and know immediately if you're right - Progressive curric…

My personal Obsidian vault template. A bottom-up approach to note-taking and organizing things I am interested in.

Multi-Omics Machine Learning for Breast Cancer Radiotherapy Response Prediction

A machine learning framework for integrating multiomics data to predict drug response and identify metabolic reprogramming patterns in AML patients.

AML MultiOmics Predictor A machine learning framework for integrating multiomics data to predict drug response and identify metabolic reprogramming patterns in AML patients. Target: ASH 2025 Abstract Submission Hardware: Optimized for M4 Mac 16GB RAM Timeline: 3-month development…

Oncoboard Quiz Application A modern quiz application supporting both Study and Test modes for medical education. Features Study Mode - Immediate feedback after answering each question - Correct/incorrect answers highlighted in green/red - Access to explanations after answering -…

mdtoanki > A minimalist method to create cards in Anki from a Markdown file. This python script will add a piece of markdown file .md file to anki via AnkiConnect - AnkiWeb Installation > I use uv: Python packaging in Rust BTW - uv venv - source .venv/bin/activate - uv pip sync r…

KFSYSCC reveal.js Presentation Template

Macquarie University Quarto reveal.js Presentation Template > Template for creating a new reveal.js article format for Quarto. > > See information about how-to use this repo template inside the > template file. This is a Quarto template that assists you in creating a presentation…

my karabiner goku settings

karabiner my karabiner settings tutorial GokuRakuJoudo/examples Karabiner 助力，讓你的鍵盤操作快人一步少數派 - MdEditor key definations great example1 rgomezcasas/dotfiles Karabiner | Everything I know edn-format/edn: Extensible Data Notation install brew install yqrashawn/goku/goku How to find a…

🦎 My macOS dotfiles — Neovim, Zsh, Tmux, Hammerspoon, and more. Optimized for productivity.

--- title: "htlin's dotfiles" slug: "readme" date: "2023-02-16" enableToc: false --- htlin's dotfiles > Your dotfiles are how you personalize your system. These are mine. [](https://github.com/htlin222/dotfiles/stargazers) [](https://github.com/htlin222/dotfiles/commits/master) […

Hourly English-writing-teacher reports over the prompts DB

polish-prompt An English-writing-teacher report generator over your local prompts DB. Every prompt you submit to Claude Code is captured by the UserPromptSubmit hook into /.claude/state/prompts.db (a libSQL/SQLite file that's bidirectionally synced to a Turso cloud replica, so pr…

session-collection [](https://www.python.org/) [](https://www.gnu.org/software/bash/) [](https://www.shellcheck.net/) [](https://docs.python.org/3/library/) [](https://www.gnu.org/software/make/) [](https://docs.claude.com/en/docs/claude-code) [](https://www.claude.ai/) [](https:…

🦎 Personal blog built with Hugo

林協霆的個人 blog 這裡有一些跟程式、醫學有關的文章 網站連結 [](https://app.netlify.com/sites/my-blog-htlin/deploys) 歡迎光臨 🦎 林協霆醫師的個人 blog，這個網站由一名 🦀oncology+🩸hematology 肥肉的內科專科醫師維護，這裡有點雜草叢生，有很多地方都還在施工中，有亂長的藤蔓跟隨意嫁接的樹苗 - 當然，你也可以來蜥蜴花園 看看我的文章，說不定有什麼好玩的》 🎢 - 或我的 Github裡面也有一些有趣的東西 - 訂閱 RSS feed 獲取最新文章更新 技術點 這…

Personal LINE bot: forwards inbound messages to a Turso DB. Runs on Cloudflare Workers.

lizard-the-linebot A personal LINE bot that captures every message you forward to it and writes the metadata (sender, timestamp, type, content) to a Turso (libSQL) database. Runs on Cloudflare Workers — free tier is plenty for personal volume. > 📓 Project notebook: see docs/ for…

Multi-agent Claude Code orchestration framework, demonstrated through Texas Hold'em poker. N independent AI agents + shared game state + observable reasoning.

Readable Minds: Emergent Theory-of-Mind-Like Behavior in LLM Poker Agents Can large language models develop a theory of mind? We put them at a poker table and watched. 能讀懂牌局，也能讀懂對手——大型語言模型在德州撲克中展現的心智理論雛形。 [](LICENSE) [](https://arxiv.org/abs/PLACEHOLDER) [](https://www.pnas.org)…

/Mail — Claude Code 郵件自動化工作目錄 這不是一個郵件 client，而是 Claude Code 處理信箱自動化的工作目錄。裡面同時管三個帳號： | 帳號 | 服務 | 工具 | |---|---|---| | [email protected] | Gmail Personal | himalaya（IMAP 即時） | | [email protected] | Gmail Work | himalaya（IMAP 即時） | | [email protected] | 和信 Exchange 365 | o…

24天英語口說奇蹟 - Turn Dialogs 母語式訓練課程

Quartz v4 > “[One] who works with the door open gets all kinds of interruptions, but [they] also occasionally gets clues as to what the world is and what might be important.” — Richard Hamming Quartz is a set of tools that helps you publish your digital garden and notes as a webs…

LDH Fold-from-Nadir for Recurrence Prediction in DLBCL Retrospective single-centre study evaluating fold-from-nadir (FFN) — the ratio of current serum LDH to a patient's personal post-remission nadir — as a rule-out biomarker for recurrence surveillance in diffuse large B-cell ly…

ASHOP Local Dataset ASH HematOmics Program (ASHOP) 完整資料集的本地離線副本，來源為 ashop.hematology.org。涵蓋 5,960 名血液腫瘤患者的臨床、基因體與轉錄體資料。 Dataset Overview | 資料層 | 檔案 | 大小 | 維度 | |--------|------|------|------| | 臨床/人口學 | data/ashoppatients.parquet | 0.5 MB | 5,960 patients × 66 columns | | 臨床 (SQL…

CompTIA Security+ SY0-701 study notes digital garden — 83 topics, 563 concepts, 332 practice questions, and ELI5 explanations

CompTIA Security+ SY0-701 Study Notes [](https://github.com/htlin222/CompTIA-security-plus-notes/actions/workflows/deploy.yaml) A comprehensive digital garden for the CompTIA Security+ SY0-701 exam, built with Quartz 4 and published as an interconnected knowledge base. Live site:…

A5 non-fiction book template (Quarto + Typst + APA CSL + CrossRef verify). Zh-TW typography with Genryu Mincho, alternating page numbers, running headers, verified citations.

bestseller — 非虛構書籍模板（Quarto + Typst） A5、明體（源流明體）、APA 引用、CrossRef 驗證、奇偶頁碼分側、跑動頁首的非虛構書籍生產線。受《Atomic Habits》排版語言啟發。 結構 cover.qmd 封面（獨立 PDF） book.qmd 內頁主檔，include 章節 toc.qmd 目次（獨立 PDF，頁碼由 build-toc.py 從 book.pdf outline 抽取） index.qmd 前言 01.qmd .. 15.qmd 各章 theme.typ Typst 排版規則（字級、標題節…

Lightweight CLI that serves PDF slides in the browser with a full presenter mode: speaker notes, next slide preview, pause/resume timer, audio recording with slide-timeline metadata, and resizable panes.

pdf-presenter > Lightweight CLI that serves a PDF as browser slides with a full presenter mode — speaker notes, next-slide preview, pause-able timer, audio recording with per-slide timeline metadata, and resizable panes. No markdown conversion, no native dependencies. Point it at…

AI research quality guardian system — automated multi-gate verification for AI-generated research outputs. Install: npx skills add htlin222/research-guardian-skill

research-guardian [](https://github.com/htlin222/research-guardian-skill/actions/workflows/release.yml) [](https://github.com/htlin222/research-guardian-skill/releases/latest) [](https://opensource.org/licenses/MIT) [](https://github.com/vercel-labs/skills) [](https://github.com/…

Local web GUI for step-by-step image highlighting with editable scenes and metadata export

[](LICENSE) [](https://github.com/htlin222/image-step-by-step/stargazers) [](https://developer.mozilla.org/docs/Web/JavaScript) [](https://vite.dev) [](https://pnpm.io) image-step-by-step Local web GUI for turning images in rawimages/ into step-by-step highlight sequences with ed…

🎤 Slidev presentation template — custom layouts, Chart.js components, and Tailscale Funnel dev server

My Slidev Template A reusable Slidev presentation template with custom layouts, Chart.js charts, live code runners, and Tailscale Funnel support. [](https://github.com/htlin222/my-slidev-template/generate) Gallery | Cover | Chapter Divider | |:---:|:---:| | | | | Content + Blockq…

TOEFL iBT 2026 備考教練與學習系統。 Install: npx skills add htlin222/toefl-skill

toefl [](https://github.com/htlin222/toefl-skill/actions/workflows/release.yml) [](https://github.com/htlin222/toefl-skill/releases/latest) [](https://opensource.org/licenses/MIT) [](https://github.com/vercel-labs/skills) [](https://github.com/vercel-labs/skills#supported-agents)…

The ultimate GitHub repo bootstrapper. From raw idea to scaffolded repo. Install: npx skills add htlin222/gh-repo-father-skill

gh-repo-father [](https://github.com/htlin222/gh-repo-father-skill/actions/workflows/release.yml) [](https://github.com/htlin222/gh-repo-father-skill/releases/latest) [](LICENSE) [](https://github.com/vercel-labs/skills) [](https://github.com/vercel-labs/skills#supported-agents)…

繁體中文文章深度分析技能。Install: npx skills add htlin222/zh-article-analyzer-skill

zh-article-analyzer [](https://github.com/htlin222/zh-article-analyzer-skill/actions/workflows/release.yml) [](https://github.com/htlin222/zh-article-analyzer-skill/releases/latest) [](https://opensource.org/licenses/MIT) [](https://github.com/vercel-labs/skills) [](https://githu…

📘 Learn R Programming with AI — interactive tutorial book for data science and statistics

R 語言統計工具入門：用 AI 學會做臨床研究統計 [](https://github.com/htlin222/learn-r-with-ai/stargazers) [](https://github.com/htlin222/learn-r-with-ai/commits/main) [](LICENSE) > 一個以 Quarto 建置的開源教學書籍，教你如何善用 AI 輔助學習 R 語言，完成臨床研究統計分析 -- 從零開始，不需要程式背景。 在線閱讀 | 資源 | 連結 | |------|------| | 書籍網址 | htlin222.…

Self-hosted GitHub webhook server that automates Claude Code planning & implementation via Issues. Uses your local claude CLI subscription — no API key needed.

Claude Code Webhook Server [](https://github.com/htlin222/claude-with-webhook/stargazers) [](https://github.com/htlin222/claude-with-webhook/commits/main) [](https://go.dev/) [](LICENSE) [](https://github.com/htlin222/claude-with-webhook/issues) 繁體中文 A Go server that automates Cl…

A Google Apps Script project that enhances Google Slides with automated formatting, styling, and content management features. This module provides a custom menu with various tools to improve slide design consistency and streamline presentation creation.

Lizard Google Slides Module [](https://github.com/htlin222/lizard-gslide-module/stargazers) [](https://github.com/htlin222/lizard-gslide-module/commits/main) [](LICENSE) [](https://developers.google.com/apps-script) A Google Apps Script toolkit that supercharges Google Slides wit…

🦞 Minimalist alternative to OpenClaw — lightweight personal AI assistant with multi-platform messaging support

Mini-Claw [](https://github.com/htlin222/mini-claw/stargazers) [](https://github.com/htlin222/mini-claw/commits/main) [](LICENSE) [](https://nodejs.org/) [](https://www.typescriptlang.org/) Lightweight Telegram bot for persistent AI conversations using Pi coding agent. A minimali…

🌿 Lizard Garden — digital knowledge garden built with Quartz

蜥蜴的知識花園 🪴 網址 蜥蜴的知識花園 Quartz v4 > “[One] who works with the door open gets all kinds of interruptions, but [they] also occasionally gets clues as to what the world is and what might be important.” — Richard Hamming Quartz is a set of tools that helps you publish your digital gard…

📝 Personal blog

[](https://app.netlify.com/sites/htlin/deploys) Lumen A constantly evolving and thoughtful architecture for creating new static blogs. Table of contents - Features - Web Performance Tests - Quick Start - Deploy with Netlify - Folder Structure - Sponsors - Contributors - License F…

在Google Slide中產生進度條的App Script

progressBar in Google Slides [](https://hackmd.io/9ceRir8rQV2x5Je9xO0abQ) 在Google Slide中產生進度條的App Script 以下教學來自於官方影片： Making progress (bars) with Slides Add-ons (The G Suite Dev Show) 操作說明 1. 用slide.new新增一個google 簡報 3. 選擇工具→指令碼編輯器 4. 刪除所有預設文字，把程式碼.gs名稱改為progress.gs 5. 並把專案名稱改名為產生…

A lightweight, portable Docker environment for R data analysis and visualization.

Minimal R Docker Environment A lightweight, portable Docker environment for R data analysis and visualization. Overview This project provides a ready-to-use R environment in a Docker container, with: - R 4.3.2 - Package management via pacman - Pre-installed data science packages…

🔊 Chunk long text into sentences for OpenAI TTS API — handles max token limitations

longtts Chunk long text to for OpenAI TTS API to deal with maxium token limitation

Convert SVG content from clipboard to PNG and copy it back - perfect for quickly converting SVG icons for use in applications that don't support SVG.

svg2png-clipboard Convert SVG content from clipboard to PNG and copy it back - perfect for quickly converting SVG icons for use in applications that don't support SVG. Features - 📋 Read SVG directly from clipboard - 🖼️ Convert to PNG with customizable size - 📋 Copy PNG back to…

🎨 Personal Marp presentation template with custom themes

Marp Presentation Template This repository contains my personal presentation templates using Marp (Markdown Presentation Ecosystem). Marp allows you to create beautiful presentations using simple Markdown syntax. Prerequisites Before you begin, ensure you have Node.js installed o…

A Python tool to rearrange PDF pages for printing booklets.

Rearrange PDF A Python tool to rearrange PDF pages for printing booklets. Installation bash Using pip pip install rearrange-pdf Using pipx (recommended for command-line tools) pipx install rearrange-pdf Using uv uv tool install rearrange-pdf Usage Command Line bash Rearrange PDF…

📝 Google Docs Apps Script module for automated formatting and document management

Google Docs Search & Replace Add-on A powerful Google Docs add-on that provides batch search and replace functionality with TOML-format rules, text highlighting, and an intuitive sidebar interface. Features Core Functionality - Batch Search & Replace: Process multiple search/repl…

🚇 Telegram tunnel — bridge messages between Telegram and local services

Telegram Tunnel A Telegram bot that acts as a remote shell session. Execute shell commands from your phone via Telegram. Setup 1. Install dependencies bash uv sync 2. Configure environment bash cp .env.example .env # Edit .env with your bot token and user ID 3. Get your Telegram…

This repository packages a minimal Quarto project plus an R-based reference validator so you can prototype ma nuscripts, verify citations/DOIs, and publish directly to GitHub Pages. Use it as a starting point for new reports or as a sandbox for testing Quarto workflows.

Quarto Document Template ✨ About This repository packages a minimal Quarto project plus an R-based reference validator so you can prototype manuscripts, verify citations/DOIs, and publish directly to GitHub Pages. Use it as a starting point for new reports or as a sandbox for tes…

Telegram bot that plays voice messages and TTS on Google Home or macOS

Telegram Speaker Bot A Telegram bot that plays voice messages and text-to-speech on Google Home or macOS. Features - Voice Messages: Send voice recordings → plays on your device - Text-to-Speech: Type text → converts to speech and plays - Google Cast: Stream to Google Home, Nest…

🧠 MentalGPT — AI-powered mental health support web app

Chatbot UI The open-source AI chat app for everyone. Demo View the latest demo here. Updates Hey everyone! I've heard your feedback and am working hard on a big update. Things like simpler deployment, better backend compatibility, and improved mobile layouts are on their way. Be…

Monitors Claude Code CHANGELOG.md hourly and pushes zh-TW summaries to Telegram via claude -p

Claude Code Changelog Telegram Bot Monitors the Claude Code CHANGELOG.md hourly and pushes zh-TW summaries to Telegram via claude -p. How it works cron (hourly) → fetch raw CHANGELOG.md from GitHub → diff against locally stored copy → if changed: → pipe diff to claude -p for zh-T…

CLI tool to search cheap round-trip flights via Google Flights (RapidAPI)

flight-search CLI tool to search cheap round-trip flights using Google Flights data via RapidAPI. Searches outbound and return legs separately, combines all permutations, deduplicates by flight numbers, and sorts by total price. Supports date ranges, airport exclusion filters, ar…

📱 Facebook CLI — post, comment, reply, and automate Messenger via GraphQL API + Playwright

fbpost Facebook CLI tool — post, comments, replies, and Messenger automation via GraphQL API + Playwright. Setup 1. Install dependencies bash uv sync 2. Install Playwright browser bash uv run playwright install chromium 3. Export cookies from Chrome Install a cookie export extens…

A React-based web application for practicing Zhuyin (Bopomofo), designed to help users learn and improve their Chinese input skills.

Zhuyin (注音) Typing Practice A React-based web application for practicing Zhuyin (Bopomofo) typing, designed to help users learn and improve their Chinese input skills. Features - Interactive Zhuyin keyboard layout - Real-time character input validation - Support for all Zhuyin co…

A React component that parses and manages todo items in markdown format with a modern, interactive interface. The component provides real-time statistics, urgent task management, and code section highlighting.

TodoFinder Component A React component that parses and manages todo items in markdown format with a modern, interactive interface. The component provides real-time statistics, urgent task management, and code section highlighting. Features - Markdown-based todo list management -…

100-day English speaking practice system with phonetic annotations for IELTS/academic speaking

Daily Speaking 每日口說練習 針對英語口試（如 IELTS Speaking、學術簡報）設計的 25 分鐘結構化練習系統。 這是什麼 一套以語音學為基礎的朗讀訓練框架，每天練習 8 句，涵蓋： - 音段：母音對立（/iː/–/ɪ/）、子音（/θ/–/ð/） - 超音段：核重音、語調、語塊切分 - 連續語流：弱讀、連音、縮約 - 語篇組織：轉折詞（although/however/therefore）的韻律位置 快速開始 1. 打開任一 example-day.md 2. 照時間結構練習 8 句 3. 每句用三遍法：慢速 → 正常 → 錄音…

🎮 Google Slides-powered Kahoot alternative — real-time quiz game

GKahoot - Google 表單問卷回覆分析系統 專案簡介 GKahoot 是一個創新的問卷分析系統，透過與 Google 表單的整合，實現即時使用者答題狀況的統計及評分效果。本系統使用現代化的 React + TypeScript 技術棧開發，提供直觀的使用者介面和強大的分析功能。 核心功能 - 問卷整合：輕鬆匯入 Google 表單的問卷題目 - 即時答題統計：自動拉取表單回覆數據，分析各人答題狀況 - 分數排名：根據正確答案及答題順序計算分數 - 排名統計：全面統計每位答題參與者的答題表現 技術特點 - 基於 React 18 + TypeS…

Convert PDF slides to narrated video with AI speaker notes

Slides to Video Pipeline Convert PDF slides into a narrated video with AI-generated speaker notes and text-to-speech audio. Pipeline Overview PDF → Images → Preliminary Notes → Speaker Notes → Audio → Video Clips → Final Video | Step | Input | Output | Tool | | --------------- |…

🎯 Kahoot clone MVP — real-time multiplayer quiz platform

Interactive Quiz Platform A real-time interactive quiz platform inspired by Kahoot, enabling educators to create engaging quiz sessions and students to participate in interactive learning experiences. Features - Quiz Creation & Management - Create custom quizzes with multiple que…

A modern and interactive lucky draw application built with React and Tailwind CSS. Perfect for events, giveaways, or any situation where you need to randomly select winners from a list of participants.

和信醫院2025春酒抽獎系統 一個現代化的抽獎系統，專為和信醫院2025年春酒活動設計。採用React、TypeScript和Tailwind CSS構建，具有完整的抽獎功能與流暢的動畫效果。 主要功能 - 🎯 隨機抽獎與動畫效果 - 📤 文字檔名單上傳支援 (.txt) - ⚡ 快抽模式 - 🚫 跳過已中獎者選項 - 🎉 中獎慶祝動畫與音效 - 📱 響應式設計 - 📥 中獎名單下載 (CSV格式) - 📚 中獎歷史紀錄 - 🔄 重置與重新使用功能 - 📊 抽獎進度條顯示 快速開始 安裝 bash npm install 或 yarn…

🦎 About Me

Hey, I'm Hsieh-Ting Lin 🦎 Physician-coder | Oncology & Hematology Fellow | Taipei, Taiwan I build tools at the intersection of medicine, biostatistics, and software. When I'm not in the clinic, I'm writing code to make research and clinical workflows faster. [](https://the-termi…

⚡ Fast TUI to browse and resume Claude Code sessions — powered by fzf

csession [](https://github.com/htlin222/csession/stargazers) [](https://github.com/htlin222/csession/commits/main) [](LICENSE) Fast TUI to browse and resume Claude Code sessions using fzf. Features - Quickly browse all your Claude Code sessions with fzf - Preview session details…

Digital Will A version-controlled digital legacy system. If you are the intended reader, please start with STARTHERE.md. What is this? This repository is a digital will — a structured collection of important information, letters, and instructions for my loved ones. It uses Git fo…

This is a Next.js project bootstrapped with create-next-app. Getting Started First, run the development server: bash npm run dev or yarn dev or pnpm dev or bun dev Open http://localhost:3000 with your browser to see the result. You can start editing the page by modifying app/page…

Clinboard Clinboard 是「臨床試驗設計協作 war room」：多人在同一個 session 以 /skill 角色視角協作，並用多家 LLM 產生可追溯的決策與輸出。 本 repo 目前以規格/計畫（docs-as-code）為主；程式碼會在 Gate 通過後再開始。 Start Here - 產品/工程計畫（Progressive Disclosure）：plan/README.md - 開發環境準備：SETUP.md - 協作流程（Issues / RFC / ADR / DoD）：plan/docs/process/02work…

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

🦞 OpenClaw — Personal AI Assistant EXFOLIATE! EXFOLIATE! OpenClaw is a personal AI assistant you run on your own devices. It answers you on the channels you already use (WhatsApp, Telegram, Slack, Discord, Google Chat, Signal, iMessage, BlueBubbles, IRC, Microsoft Teams, Matrix,…

batch-download-hiroka Batch download nursery school photos from Synology Photo Station, then automatically find photos of a specific child using face recognition. Stack - Python 3.12 with uv for dependency management - InsightFace (buffalol / ArcFace) for face detection and embed…

Team Messenger API CLI wrapper for team.kfsyscc.org messenger APIs. Setup 1. Get cookie values from Chrome DevTools 1. Open Chrome and log in to https://team.kfsyscc.org/EIM/Messenger/MessengerMain.aspx 2. Open DevTools (F12 or Cmd+Option+I) 3. Go to Application tab > Cookies > h…

✨ Finder Toolbar app for macOS to open the current directory in Terminal, iTerm, Hyper or Alacritty.

English | 中文 | Türkçe | Deutsch How to use 🚀 | Core Features | OpenInTerminal | | --- | --- | | Open items (e.g., folders or files) in Terminal or Editor. | | | Open the selected item in your preferred apps (e.g., Github Desktop, Fork). | | More features | Features | OpenInTermi…

general-codex-tg-bot A Telegram bot powered by OpenAI Codex SDK that explains messages in group chats. Users authenticate with their own ChatGPT account via OAuth — no shared API key needed. Features - /explain — Reply to any message and get an AI-powered explanation - /login — A…

agents-task-assigning MCP Server for multi-agent task assignment and coordination. Enables multiple Claude Code agents to work in parallel on the same project — each in its own git worktree, with DAG-based dependency tracking and file conflict prevention. How It Works Coordinator…

Complete Claude Code configuration collection - agents, skills, hooks, commands, rules, MCPs. Battle-tested configs from an Anthropic hackathon winner.

Everything Claude Code [](https://github.com/affaan-m/everything-claude-code/stargazers) [](LICENSE) The complete collection of Claude Code configs from an Anthropic hackathon winner. Production-ready agents, skills, hooks, commands, rules, and MCP configurations evolved over 10+…

Quarto Revealjs Presentation Template A Quarto presentation template with reveal.js plugins. Outputs both slides and HTML page with TOC. Live Demo: htlin.github.io/quarto-presentation Features - reveal-auto-agenda - Generates agenda slides automatically - code-fullscreen - Fullsc…

AirPlay Audio Streamer - Stream audio files to AirPlay devices

Urination Reminder 定時提醒小孩去上廁所的音訊播放器，支援 AirPlay 和 Google Cast。 緣起 女兒晚上在房間裡玩得太專心，常常忘記定時去上廁所。 於是在她房間放了一個 Google Nest Mini，透過 Mac Mini 定時播放提醒音效，讓她記得去尿尿。 Supported devices | Protocol | Devices | Pairing | | -------------- | --------------------- | ------------------- | | 🍎 AirPlay |…

Bayesian Meta-Analysis of Diagnostic Tests An AI-Guided Interactive Approach to Learning Bayesian DTA Meta-Analysis 《貝氏診斷工具統合分析》互動式教學手冊 [](https://creativecommons.org/licenses/by/4.0/) Overview This repository contains an interactive textbook for learning Bayesian meta-analysis o…

Paste images from your macOS clipboard into neovim as markdown

image-paste.nvim This small plugin lets you paste images from your clipboard into neovim. It uploads the image to freeimage.host and inserts the appropriate HTML. Setup Set the FREEIMAGEAPIKEY environment variable (recommended): bash export FREEIMAGEAPIKEY="yourapikeyhere" (get y…

AI 輔助統合分析教學 Meta-analysis with R - 醫學統計教學課程 課程內容 透過 prompt engineering 學會統合分析（Meta-analysis）的實作課程。 任務列表 1. 理解統合分析的基本概念 2. 計算效果量（Effect Size） 3. 執行統合分析與解讀結果 4. 繪製森林圖（Forest Plot） 5. 評估異質性（Heterogeneity） 6. 次群體分析（Subgroup Analysis） 7. 統合迴歸分析（Meta-regression） 8. 發表偏誤評估（Publication B…

sharing current agents in use

Contains Studio AI Agents A comprehensive collection of specialized AI agents designed to accelerate and enhance every aspect of rapid development. Each agent is an expert in their domain, ready to be invoked when their expertise is needed. 📥 Installation 1. Download this reposi…

ExamMaster ExamMaster is a desktop application designed to help users prepare for exams. It allows importing questions, practicing under exam-like conditions, and reviewing performance. Features Question Management: Easily import and manage your own sets of questions. Practice Mo…

FLT3-like Gene Expression Signature Identification in FLT3-wild-type AML

- 中文 - English 睫毛外设 (Eyelash Peripherals) Corne ZMK 仓库 该键盘与 foostan's Corne 不同，无法与标准的 corne 固件兼容。 如果您需要该键盘的 3D 模型，请发送电子邮件至 [email protected]。 使用说明 1. 叉取此仓库。 2. 点击 Actions 选项卡，确保工作流已启用。 3. 确保 config/west.yml 中的 eyelashcorne 项目仍然有效。boards/arm/eyelashcorne 文件夹将从此 URL 下载。 4. 如果您的叉取中仍存…

A Claude MCP tool to interact with the ChatGPT desktop app on macOS

Claude ChatGPT MCP Tool This is a Model Context Protocol (MCP) tool that allows Claude to interact with the ChatGPT desktop app on macOS. Features - Ask ChatGPT questions directly from Claude - View ChatGPT conversation history - Continue existing ChatGPT conversations Installati…

HTML Parser A web-based HTML parser and editor built with TypeScript and React. demo site : https://md-html.netlify.app/ Features - Markdown to HTML conversion - Live preview editing - TypeScript support - React-based UI Getting Started Prerequisites - Node.js (v14 or higher) - n…

Couple: A Poetic Couplet Display App Online Preview 中文說明 Overview Couple is an elegant web application that displays and edits Chinese couplets (對聯) with interactive features like fullscreen mode, fireworks, and synchronized text across multiple windows. Features - Dynamic Couple…

A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

MCP iCal Server 🗓️ Natural Language Calendar Management for macOS [](https://choosealicense.com/licenses/mit/) [](https://www.python.org/downloads/) [](https://modelcontextprotocol.io) 🌟 Overview Transform how you interact with your macOS calendar using natural language! The mc…

A React-based web app project that enables running Claude AI’s Artifacts either locally or on your own server.

Claude Artifact Runner 在新版的 React （從 v17 開始） 中，React 不再需要在每個檔案中顯式引入來使用 JSX。要解決這個錯誤，您可以：1. 移除未使用的 React： 如果您的專案使用的是 React 17+，直接移除 import React 即可：

Don't start together game server back up since 2025

Load Progress and Backup Steps Clone the Repository sh git clone https://github.com/htlin222/DST2025 Identify Local Data Path Locate your local data in: $HOME/Documents/Klei/DoNotStarveTogether/xxxxxxxxx/Clusterxxx Sync Local Data to Repository Use rsync to back up the folder to…

A Hugo theme focused on simplicity and readability, and content discovery.

Today I Learned A Hugo theme focused on simplicity and readability. Ideal for both traditional blog posts and shorter notes that makes it easy to record and share knowledge that doesn’t need a full blog post. Perfect for quick tips, insights, and discoveries. Check out the theme…

End Credits A React-based application for creating and displaying scrolling end credits, similar to those seen in movies and TV shows. demo Features - 🎬 Smooth scrolling animation for credits - 📝 Markdown support for easy formatting - ⏯️ Play/Pause controls - ⚡ Adjustable scrol…

Embed a file from GitHub repository just like GitHub Gist.

emgithub https://emgithub.com/ Embed a file from GitHub repository just like GitHub Gist. Demo: . Get started There are two ways to use the service: 1. Go to https://emgithub.com/ and paste the URL. 2. Open a file in GitHub and simply add "em" before "github.com" in the address b…

my drawio diagram

Creating a Diagram and Hosting It on GitHub Using diagrams.net This README.md provides a concise, step-by-step guide on creating a diagram using diagrams.net and hosting it directly on GitHub. The method ensures easy collaboration and seamless integration of diagrams into markdow…

test for mdbook

Readme >20240204-1515

Simple Next.js Blog View Demo React + Next.js + Cosmic This blog uses Next.js to create a React blog. It uses Next.js 15 and the new Partial Prerendering to optimize performance and user experience. It connects to the Cosmic API via the Cosmic JavaScript SDK. Opimized for speed a…

🦎 knowledge garden

Quartz v4 > “[One] who works with the door open gets all kinds of interruptions, but [they] also occasionally gets clues as to what the world is and what might be important.” — Richard Hamming Quartz is a set of tools that helps you publish your digital garden and notes as a webs…

🍇 Open Graph Generator made using @vercel/og for personal use

Open Graph Generator 🍇 Open Graph Generator made using @vercel/og for personal use. Feel free to fork it and use it for your website! Deployment Guide You can achieve deployment fully from the website without cloning the repository. 1. Fork the repository 2. Replace the public/i…

Personal Quarto Revealjs Template

quarto-revealjs-starter > forked from EmilHvitfeldt/quarto-revealjs-template: Personal Quarto Revealjs Template The goal of quarto-revealjs-template is to act as my personal starter template for slides. It sets the infrasturcture I end up using quite a lot. - Adds a working empty…

🎨 Personal Quarto presentation template with custom styling

README > 📺 影片介紹 - 本地的考古題做題軟體推薦: Quail (鵪鶉) 似台語發音過喔 - 軟體首頁： Quail - Question bank browser - 下載連結 Release 0.1.14 · TheDabblingDuck/quail - Mac 第一次打開會遇到「無法辨識開發者，你應該要把它丟到垃圾桶」，解決方法： - 打開來自未識別開發者的 Mac App - Apple 支援 (台灣) - 如下圖，選擇「強制打開」就好 編輯題目 - 以 Markdown 編輯題目，按照以下格式: - 每題以## Question…

An Improved Langchain RAG Tutorial (v2) with local LLMs, database updates, and testing.

rag-tutorial-v2

A site to show a hello world example of using Netlify Functions

Hello world functions View this demo site: https://example-hello-world-function.netlify.app/ [](https://app.netlify.com/sites/example-hello-world-function/deploys) About this example site This site shows a very simple "Hello World" example of developing and running serverless fun…

Apps Script samples for Google Workspace products.

Google Apps Script Samples Various sample code and projects for the Google Apps Script platform, a JavaScript platform in the cloud. Learn more at developers.google.com. Google APIs AdminSDK - Manage domains and apps Advanced Services - Access Google APIs via Advanced Google serv…

Efficient translation tool based on ChatGPT API

ChatGPT API SRT Subtitle Translator ChatGPT has also demonstrated its capabilities as a robust translator, capable of handling not just common languages, but also unconventional forms of writing like emojis and word scrambling. However, it may not always produce a deterministic o…

Code repository for O'Reilly book

Code repository Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python by Peter Bruce, Andrew Bruce, and Peter Gedeck Publisher: O'Reilly Media ; 2nd edition (June 9, 2020) ISBN-13: 978-1492072942 Buy on Amazon Errata: http://oreilly.com/catalog/errat…

這是 Will 保哥在 2013 第 6 屆 iT 邦幫忙鐵人賽年度大獎的得獎著作【30 天精通 Git 版本控管】，歡迎大家 fork 我，如果有看見任何文字勘誤，也歡迎利用 pull request 來通知我修正，謝謝！

30 天精通 Git 版本控管 作者: 黃保翕 (Will 保哥) 文章簡介 在軟體開發領域，對原始碼進行版本控管是非常重要的一件事，有別於 Subversion 或 TFS 這類集中式版本控管系統，Git 是一套分散式版本控管系統，並帶來許多版本控管上的各種優勢與解決傳統集中式版本控管的缺失，例如支援本地操作、備份容易、功能強大且彈性的分支與合併等等。不過，由於 Git 版本控管無論在版控觀念與工具使用上，都與傳統集中式版控工具差異甚大，因此造成了不小的學習門檻，在未來的３０天內，希望能讓大家完整了解 Git 版本控管的精髓之處，並整理我的學習心得與我…

Visit the website from: https://htlin222.github.io/spectra/

CSS files and a template for using Pandoc to generate standalone HTML files

pandoc-markdown-css-theme Developing make make watch More instructions in the [Usage][Usage] section of the website above. [Usage]: https://jez.io/pandoc-markdown-css-theme/#usage License HTML, CSS, and and JavaScript code is licensed under the Blue Oak Model License. See LICENSE…

內專筆記專區

Advanced Python Mastery (course by @dabeaz)

Advanced Python Mastery A course by David Beazley (https://www.dabeaz.com) Copyright (C) 2007-2023 Synopsis An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by D…

README 1. 新增專案 – Google Cloud Console 2. 選取專案 3. +建立憑證 -> OAuth 用戶端ID -> 設定同意畫面 4. OAuth -> 電腦版應用程式 -> 命名 -> 下載json 5. 測式使用者 -> + ADD user -> 輸入信箱(一定要是google) 6. 將json命名為credentials.json -> 放入專案中 7. pip install -r requirements.txt 8. edit title.html, content.html 8. run python se…

Subtitle Videos and add text motion graphics - https://www.supertranslate.ai/

Open source code from our app Supertranslate.ai Subtitle Videos and add text motion graphics - https://www.supertranslate.ai/ We release several open source utils and associated code in this repository as we explore and develop our app, Supertranslate.ai 1. Add subtitles permanen…

--- title: "README" date: "2023-03-04" --- README shell pip install pandoc or brew install pandoc pip install -r requirements.txt edit mkdocs.yml yaml sitename: 你的網站名稱 sitedescription: "描述" siteurl: https://htlin222.github.io/REPONAME/ edituri: edit/master/docs/ repourl: https://…

Academic Pandoc template Pandoc markdown templates for academic articles, presentations and theses to write distraction-free while maintaining beautiful typesetting. [](https://github.com/maehr/academic-pandoc-template/issues) [](https://github.com/maehr/academic-pandoc-template/…

🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

Grokking Algorithms This is the code in my book Grokking Algorithms. Check out Python Tutor, a great website that guides you through Python code line by line. Errata Here's the errata page. Images This repository contains every image in Grokking Algorithms in high resolution. The…

Make bilingual epub books Using AI translate

--- title: "README" date: "2023-03-05" --- README🦎 bilingualbookmaker > Make bilingual epub books Using AI translate 可到 這個 Streamit 網站測試，建議玩完就把API Revoke 本地安裝 > 在mac上的TL;DL 1. 執行install 2. 報行run 準備 1. ChatGPT or OpenAI token 2. epub books 3. python3.8+ 使用 1. pip install -r requi…

一個使用Flask框架和official ChatGPT/GPT3.5 turbo api創造TelegramBot，快速建置於平台Vercel。

Flask-official-ChatGPT-TelegramBot-Vercel 一個使用Flask框架和official ChatGPT/GPT3.5 turbo api創造TelegramBot，快速建置於平台Vercel。 TelegramBot Vercel GPT3版本部屬 TelegramBot Render GPT3版本部屬 LineBot Django Vercel GPT3版本部屬 TelegramBot Golang Render GPT3版本部屬 LineBot Golang Render GPT3版本部屬 English 日本語…

--- title: "README" slug: "readme" date: "2023-02-26" --- README - move this app to any folder you want to sort files - double click and run - Edit ./Contents/Resources/script PRN sh Get the current working directory currentdir=$(pwd) Get the parent directory parentdir=$(dirname…

Script Commands let you tailor Raycast to your needs. Think of them as little productivity boosts throughout your day.

Raycast Script Commands Raycast lets you control your tools with a few keystrokes and installing script commands makes it possible to execute commands from anywhere on your desktop. They are a great way to speed up every-day tasks such as converting data, opening bookmarks or tri…

chatGPTprompt

Pandas Cookbook Second Edition, published by Packt

Pandas 1.x Cookbook - 2nd Edition This is the code repository for Pandas 1.x Cookbook - 2nd Edition, published by Packt. It contains all the supporting project files necessary to work through the book from start to finish. About the Book A new edition of the bestselling Pandas co…

Mastering Object-Oriented Python - Second Edition, published by Packt

Mastering Object-Oriented Python - Second Edition This is the code repository for Mastering Object-Oriented Python - Second Edition, published by Packt. Build powerful applications with reusable code using OOP design patterns and Python 3.7 What is this book about? Object-oriente…

🦎 的學習資源

wiki

🦎的技術筆記專區 網站連結：🦎的技術筆記專區 首頁 本網站是如何做的？ 請先到 mkdoc 參考裡面的教學說明，如果看不太懂，可以參考下面的中文說明 要安裝python，然後以pip install mkdocs-material安裝必要的套件 開好一個資料夾，在CLI中輸入mkdocs new . 系統將自動產生一個叫docs的資料夾、跟mkdocs.yml這個檔案 打開mkdocs.yml編輯以下內容 yml theme: name: material 在CLI中輸入mkdocs serve就可以在localhost中預覽你的網站 接著再輸入mk…

OpenAI + LINE = GPT AI Assistant

GPT AI Assistant GPT AI Assistant 是基於 OpenAI API 與 LINE Messaging API 實作的範例應用程式，透過安裝步驟，你可以使用 LINE 手機應用程式與你專屬的 AI 助理聊天。 範例 安裝步驟 - 登入 OpenAI 平台，或註冊一個新的帳號。 - 生成一個 OpenAI 的 API key。 - 登入 LINE 平台，或註冊一個新的帳號。 - 新增一個提供者（Provider），例如「My Provider」。 - 在「My Provider」新增一個類型為「Messaging API」的頻道…

lizardsheet

handp

text-to-video 中文說明 Dependencis - apply the azure text to speech service - export the SPEECHKEY and SPEECHREGION to system env export SPEECHKEY='YOURSPEECHKEY' export SPEECHREGION='southeastasia' - or you can add them in .zshrc or .bashrc - install the python package shell pip ins…

python-gsheet

:pencil: A Medium Editor extension to add markdown support.

[](#) Medium Editor Markdown [![Support me on Patreon][badgepatreon]][patreon] [![Buy me a book][badgeamazon]][amazon] [![PayPal][badgepaypaldonate]][paypal-donations] [](https://github.com/IonicaBizau/ama) [](https://www.npmjs.com/package/medium-editor-markdown) [](https://www.n…

sharedforclerk Books 查房教學

A sample script for joint print/HTML/EPUB production.

pandoc-ebook A sample script for joint HTML/EPUB/DOCX/PDF production from a single Markdown source file using Pandoc. Created for The Future of the Book course in the University of Toronto Faculty of Information. Usage Open a terminal in the directory and run the command make. Fo…

簡介 Cite While You Write, 簡稱CWYW，顧名思意就是讓我們在寫作時可以即時引用，並且生成引用條目bibliography，如果你是word或open office的使用者，可以很簡單地裝好zotero的外掛即可以開始使用。如果是R語言的使用者，Rstuido也提供完整的寫作環境。但如果是日常習慣以markdown來寫作，想實現CWYW就不是一件簡單的事。 從兩個層面思考：(1)一個可以直接叫出如同zotero picker視窗的替代軟體，插入citation key，這裡使用Raycast (2)利用pandoc，把bib檔匯入。…

learn bookdown

This is a template for creating an HTML GitBook style bookdown book, hosted on GitHub Pages. It is based on the one created with File, New Project..., New Directory, Book Project using bookdown in RStudio. It assumes you know how to use git/GitHub and R Markdown, and have some fa…

PM8 https://htlin222.github.io/PM8/

caseyblog

trigger,replace fever;;,🌡️feve

Rlearning

Foam 👋 Welcome to your new Foam Knowledge Base! Getting started This documentation assumes that you have a GitHub account and have Visual Studio Code installed on your Linux/MacOS/Windows machine. 1. If you haven't yet, browse over to the main Foam documentation to get an idea o…

spss-course

這是蜴蜴為老婆做的網站耶

Hugo template for Netlify CMS with Netlify Identity This is a small business template built with Victor Hugo and Netlify CMS, designed and developed by Darin Dimitroff, spacefarm.digital. Getting started Use our deploy button to get your own copy of the repository. [](https://app…

Gatsby + Netlify CMS Starter [](https://app.netlify.com/sites/gatsby-starter-netlify-cms-ci/deploys) Note: This starter uses Gatsby v2. This repo contains an example business website that is built with Gatsby, and Netlify CMS: Demo Link. It follows the JAMstack architecture by us…

Hugo documentation theme as simple as plain book

Hugo Book Theme [](https://gohugo.io) [](LICENSE) Hugo documentation theme as simple as plain book - Features - Requirements - Installation - Menu - Blog - Configuration - Shortcodes - Versioning - Contributing Features - Clean simple design - Light and Mobile-Friendly - Multi-la…

Hugo template for Netlify CMS with Netlify Identity This is a small business template built with Victor Hugo and Netlify CMS, designed and developed by Darin Dimitroff, spacefarm.digital. Getting started Use our deploy button to get your own copy of the repository. [](https://app…

Python - 100天从新手到大师

Python - 100天从新手到大师 > 作者：骆昊 > > 说明：从项目上线到获得8w+星标以来，一直收到反馈说基础部分（前15天的内容）对新手来说是比较困难的，建议有配套视频进行讲解。最近把基础部分的内容重新创建了一个名为“Python-Core-50-Courses”的项目，用更为简单通俗的方式重写了这部分内容并附带了视频讲解，初学者可以关注下这个新项目。国内用户如果访问GitHub比较慢的话，也可以关注我的知乎号Python-Jack上的“从零开始学Python”专栏，专栏会持续更新，还有大家比较期待的“数据分析”的内容也即将上线，欢迎大家关注…