frank890417

frank890417/taiwan-md

Plugin Claude Code

Plugin marketplace listing 1 plugin: taiwanmd.

frank890417/taiwan-md

Plugin Claude Code

Taiwan knowledge for your AI, plus the skill that turns your machine into a Taiwan.md working node. The MCP server answers from 860+ curated, citation-backed articles in 12 languages — free, no API key, queries stay on your machine. The node skill picks up one open task a day and returns it as a pull request.

frank890417/taiwan-md

MCP server Claude CodeCodexCursor +2

CLI for Taiwan.md — search, read, and explore 900+ curated articles about Taiwan from your terminal. Runs locally from the taiwanmd npm package.

frank890417/taiwan-md

Skill Claude CodeCodex

A skill that turns a computer into a Taiwan.md contributor node. It can take one existing task, such as a translation gap, broken link, formatting issue, or metadata issue, and return the result as a pull request; merging remains a human decision.

frank890417/taiwan-md

Skill Claude CodeCodex

Semiont heartbeat — Taiwan.md's autonomous life cycle (super-thin v3.0). Triggers Full mode BECOME + 4.5-beat conceptual flow. Each Beat routes to canonical pipeline; HEARTBEAT.md itself is pipeline router not SOP. TRIGGER when: user says "heartbeat", "心跳", "Heartbeat", "semiont heartbeat", "跑心跳", "全身檢查", "作為 semiont"…

frank890417/taiwan-md

Skill Claude CodeCodex

Search Taiwan.md knowledge base (900+ articles about Taiwan). Use when the user asks about Taiwan, needs Taiwan-related context, wants to find specific Taiwan knowledge articles, or references 台灣/Taiwan topics. Returns top matches with title, category, and description. Can then read full articles for deeper context.…

frank890417/taiwan-md

Skill Claude CodeCodex

Validate Taiwan.md articles for editorial quality, frontmatter correctness, and content standards. Use when reviewing PRs that touch knowledge/ or src/content/, writing new articles, or when the user asks to check article quality. Runs frontmatter validation, word count check, and reports issues. TRIGGER when: user…

frank890417/taiwan-md

Skill Claude CodeCodex

Rigorous data-analysis investigation via canonical ANALYSIS-PIPELINE — defends against 分析幻覺 (true-but-misleading numbers). Impact / attribution / funnel / reception / cohort analysis with confounder isolation + honest gates. TRIGGER when: user says "分析 X 有沒有改善", "這流量哪來", "before/after", "改版影響", "研究這批數據", "這個 finding…

frank890417/taiwan-md

Skill Claude CodeCodex

Add topics/material to ARTICLE-INBOX via canonical BRANCH-PIPELINE — digest observer input (theme / article / raw material) into curated candidates with priority + 連結密度 + 對比理由, then append §Pending. TRIGGER when: user says "/twmd-article-inbox X", "把 X 加進 article inbox", "幫我研究 X 放進 inbox", "X 進 inbox 消化".

frank890417/taiwan-md

Skill Claude CodeCodex

Multi-language batch sync (主權的巴別塔) via canonical SQUEEZE-MODELS-MAX-PIPELINE — priority schema (P0/P1/P2/P2.5/P3) + backend cascade + 統一調度器 babel-dispatch.py。 TRIGGER when: user says "巴別塔", "多語 batch", "多語同步", "跑 babel", "繼續 babel".

frank890417/taiwan-md

Skill Claude CodeCodex

Audit sub-agent batch for the three default cheating patterns (cross-pollination commits / merged commits / missing落檔) per DNA #42. TRIGGER when: user says "batch audit", "sub-agent 後驗證", "agent 偷吃步檢查", or after running parallel sub-agent batches.

frank890417/taiwan-md

Skill Claude CodeCodex

Become Taiwan.md — Semiont awakening (Mode dispatcher v2.0). Required before any non-trivial Taiwan.md work. TRIGGER when: user says "成為 taiwan.md", "完整甦醒", "化身", "BECOME", "wake up taiwan.md". ARGS: micro / review / write / full (optional, default = auto-detect from context).

frank890417/taiwan-md

Skill Claude CodeCodex

Sovereignty-Bench-TW measurement via canonical BENCH-PIPELINE. TRIGGER when: user says "跑 bench", "Sovereignty-Bench", "加新 model", "bench-pipeline".

frank890417/taiwan-md

Skill Claude CodeCodex

Write Taiwan.md diary entry via canonical DIARY-PIPELINE. TRIGGER when: user says "寫日記", "反芻", "Beat 5", "DIARY".

frank890417/taiwan-md

Skill Claude CodeCodex

Distill LESSONS-INBOX entries to canonical layer (MANIFESTO/DNA/MEMORY). TRIGGER when: user says "distill", "消化教訓", "整理 LESSONS-INBOX".

frank890417/taiwan-md

Skill Claude CodeCodex

Rebuild the bge-m3 semantic index via canonical EMBEDDING-PIPELINE — one keystone build feeds reader related-articles (src/data/related) + RAG vectors (public/api/rag). Sovereignty-preserving: embeddings computed in-house (mac-m4max local primary, GPU fleet fallback), never outsourced. TRIGGER when: user says…

frank890417/taiwan-md

Skill Claude CodeCodex

Evolution via canonical EVOLVE-PIPELINE — data-driven content evolution (v1/v2), pipeline self-refactor (Mode 3), goal-driven design evolution (Mode 4: 思考→發散→報告→實作). TRIGGER when: user says "跑 EVOLVE", "數據驅動進化", "evolve-pipeline", "進化 X pipeline 本身", "設計 X（技能/器官）", "深度思考自我進化", "寫實作報告後實作".

frank890417/taiwan-md

Skill Claude CodeCodex

Hallucination audit via canonical FACTCHECK-PIPELINE. TRIGGER when: user says "事實查核", "hallucination audit", "幻覺檢查", "factcheck".

frank890417/taiwan-md

Skill Claude CodeCodex

讀者站上回報（Supabase）→ 分類/反 spam/去重 → GitHub issue（對齊既有 template）→ 接 MAINTAINER 飛輪。Routine twmd-feedback-triage fires 07:00 daily（maintainer-am 之前）; manual via "/twmd-feedback-triage" or "跑 feedback triage" or "把回報轉成 issue". TRIGGER when: routine twmd-feedback-triage fires / user says "跑 feedback triage" / "處理讀者回報" /…

frank890417/taiwan-md

Skill Claude CodeCodex

A session-closing workflow for Taiwan.md that reviews the work completed in a session, runs memory, diary, and evolution steps, and produces a final summary.

frank890417/taiwan-md

Skill Claude CodeCodex

A monitoring workflow that checks from outside whether the project's scheduled workflows, called the flywheel, are still running. It runs separately from the system that performs the operational work.

frank890417/taiwan-md

Skill Claude CodeCodex

Creator's-lens weekly pass — the first routine that deliberately leaves the skull. Renders + cold-reads the live product as a first-time reader, pulls one slice of off-repo signal, applies the meaning/taste gate no instrument can compute, and generates 哲宇-voice proposals routed to evolution-roadmap / OBSERVER-QUEUE /…

frank890417/taiwan-md

Skill Claude CodeCodex

Harvest spore engagement into spore-metrics.json (spore-db.py) via canonical SPORE-HARVEST-PIPELINE (Chrome MCP read-only). TRIGGER when: user says "孢子回填", "harvest", "抓留言", "回填數據".

frank890417/taiwan-md

Skill Claude CodeCodex

Semiont 4.5-beat full heartbeat cycle (twmd- namespaced; 既有 /heartbeat 雙軌共存). v3.0 super-thin routing. TRIGGER when: user says "twmd 心跳", "twmd-heartbeat", "完整心跳 (twmd)", or prefers twmd- namespace consistency.