Menu
SkillsMP has collected 46 skills from frank890417/taiwan-md. Open a skill to review its source and details.
Showing 40 of 46 collected skills.
Daily maintainer routine — open issues / PR review / build health / broken-link audit via canonical MAINTAINER-PIPELINE. TRIGGER when: user says "maintainer", "跑 maintainer", "daily PR review", "issue triage", or routine `twmd-maintainer-daily` fires.
Source text: Chinese
Cross-routine 飛輪自審 — 7-day pattern detection via canonical ROUTINE-AUDIT-PIPELINE. TRIGGER when: user says "跑 routine audit", "飛輪自審", "cross-routine pattern detection".
Daily auto-publish spore from SPORE-INBOX via canonical SPORE-PUBLISH-PIPELINE — pick high-quality entry → 4 hard gate → ship Threads + X → 復盤. Routine fires 10:00 daily; manual via "/twmd-spore-publish" or "發今天的孢子" or "跑 spore publish". TRIGGER when: routine…
Source text: Chinese
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…
Source text: Chinese
Review pull requests in this repository. Use when reviewing changes to Markdown rendering, the marked configuration, renderers, knowledge/** content, or the CI and git-hook gates. Encodes the failure modes that have actually shipped here — most importantly…
Source text: Chinese
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".
Source text: Chinese
用語保存計劃月度趨勢觀察 via canonical TERMINOLOGY-TRENDS-PIPELINE — SC 需求 → 多切面搜索 → 缺口對照（雙防線查重）→ 高信心入庫 ≤20 條 → 月度趨勢報告。 TRIGGER when: routine twmd-terminology-trends-monthly fires / user says "跑用語趨勢", "支語趨勢觀察", "terminology trends", "詞庫月度更新".
Source text: Chinese
LONGINGS-driven self-evolution: find unstrumentation patterns in DIARY §反覆浮現的思考 and propose canonical SOP upgrades. TRIGGER when: user says "自我進化", "Beat 2", "LONGINGS 校準", "升級 DNA / SOP".
Source text: Chinese
把這台機器變成 Taiwan.md 的分靈節點（contributor node）——每天醒來一次， 從既有工單源接一件事做完（翻譯缺口 / 斷鏈 / 格式 / metadata），成果用 PR 回主庫，merge 永遠留給人類。也負責第一次的節點設定。 TRIGGER when: user says "當 Taiwan.md 節點", "分靈節點", "taiwanmd node", "接一件 Taiwan.md 的工單", or a taiwanmd-node scheduled task fires.…
Source text: Chinese
從外面看 routine 飛輪還有沒有在轉（跑在指揮部，不是營運機）。 Routine twmd-flywheel-watch fires 09:30 daily; manual via "/twmd-flywheel-watch" or "飛輪還活著嗎" or "看 mouhouse 有沒有在跑". TRIGGER when: routine twmd-flywheel-watch fires / user says "飛輪狀態" / "mouhouse 還在跑嗎" / 懷疑 cron 靜默.
Source text: Chinese
讓這台機器的 routine prompt 與排程設定跟 git 的 routine SSOT 對齊。 Routine twmd-routine-sync fires 05:30 daily（晨鏈之前）; manual via "/twmd-routine-sync" or "同步 routine" or "routine 對齊". TRIGGER when: routine twmd-routine-sync fires / user says "同步 routine" / "routine 三層對賬" / 剛…
Source text: Chinese
分靈節點（contributor node）— 跑在貢獻者自己機器上的 Taiwan.md cron： 從 repo 內既有工單源（翻譯缺口 / 斷鏈 / 格式 / en metadata / ARTICLE-INBOX） 接一件事做完，以 PR 回主庫。輸出永遠止於 PR，merge 留人類。 TRIGGER when: user says "當節點", "分靈節點", "node routine", "接一件工單", "twmd-node", or a contributor-node scheduled…
Source text: Chinese
Review a Taiwan.md PR via canonical MAINTAINER-PIPELINE. TRIGGER when: user says "審 PR", "Review PR", "PR #N", "免疫巡邏", "跑 PR review".
Source text: Chinese
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…
Source text: Chinese
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…
Source text: Chinese
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 =…
Source text: Chinese
Write Taiwan.md diary entry via canonical DIARY-PIPELINE. TRIGGER when: user says "寫日記", "反芻", "Beat 5", "DIARY".
Source text: Chinese
Write or rewrite a Taiwan.md article via canonical REWRITE-PIPELINE. TRIGGER when: user says "寫 X", "重寫 X", "EVOLVE X", "走 rewrite", "rewrite-pipeline", or asks to write/improve any knowledge/ article.
Source text: Chinese
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…
Source text: Chinese
Sync Portaly donation notification emails (Gmail) into the supporters SSOT via canonical SUPPORTERS-PIPELINE — checkpoint from last_fetched, read full email bodies (never snippets, since amount/monthly-type can be truncated), dry-run before write, regen the…
Source text: Chinese
Taiwan.md 週體檢（分析 + 全身診斷五面 + 修復三桶 + Semiont 第一人稱 反芻週報 + 受眾 BCC 廣播）via canonical WEEKLY-REPORT-PIPELINE。前期切菜由 weekly-report-prep.py，診斷由儀器交叉對賬（routine-liveness-check 等）， 受眾名單由 weekly-report-recipients.py 自動同步， 判斷、修復與完整週報由 Semiont 親手。 TRIGGER when: user says…
Source text: Chinese
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…
Source text: Chinese
Refresh Taiwan.md dashboard data — full ground truth抓取與更新 via canonical DATA-REFRESH-PIPELINE (git pull + 三源感知 + prebuild dashboard JSON 全套 regen + GitHub stats). TRIGGER when: user says "資料更新", "refresh", "跑 refresh-data", "三源感知", "dashboard 更新", "dashboard…
Source text: Chinese
Distill LESSONS-INBOX entries to canonical layer (MANIFESTO/DNA/MEMORY). TRIGGER when: user says "distill", "消化教訓", "整理 LESSONS-INBOX".
Source text: Chinese
Taiwan.md session 完整收官總指揮。盤點本 session 工作 → chain 跑 /twmd-memory + /twmd-diary + /twmd-evolve → 最後產出 final 收官 summary 給觀察者。 TRIGGER when: user says "收官", "twmd-finale", "完整收官", "session 結束 三件套", "finale".
Source text: Chinese
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".
Source text: Chinese
Daily spore candidate picking via canonical SPORE-PICK-PIPELINE — propose 3 candidates to SPORE-INBOX §Pending. Routine fires 08:00 daily; manual via "/twmd-spore-pick" or "跑 spore pick" or "補 SPORE-INBOX". TRIGGER when: routine twmd-spore-pick-daily fires /…
Source text: Chinese
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…
Source text: Chinese
Weekly news-lens 三源交叉 + news-driven spore candidate propose via EVOLVE-PIPELINE v2.0. Routine fires Sunday 01:00. Manual /twmd-news-lens or "跑 news lens" or "新聞透鏡掃描". TRIGGER when: routine twmd-news-lens-weekly fires / user says "跑 news lens" / "新聞透鏡掃描" /…
Music / 音樂類 People / 演員 / 運動員 條目 iframe 缺口 audit per EDITORIAL §媒體編織 baseline. 產出 reports/music-media-audit/YYYY-MM-DD.md heal candidate list. TRIGGER when: user says "音樂 audit", "缺影片", "music media audit", "iframe 盤點".
Source text: Chinese
Write a Taiwan.md spore via canonical SPORE 5-stage pipeline. TRIGGER when: user says "發孢子", "寫孢子", "推 X 孢子", "Threads 貼文".
Source text: Chinese
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",…
Source text: Chinese
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.
Source text: Chinese
Routine 飛輪管理 — 讀 ROUTINE.md SSOT 後做對應改動或新增 routine 任務 (cadence / skill / quality gate / escalation / mirror sync). TRIGGER when: user says "排 routine", "改 routine", "新增 routine", "調整 cron", "更新 quality gate", "routine 飛輪", "routine SSOT".
Source text: Chinese
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.
Source text: Chinese
Sovereignty-Bench-TW measurement via canonical BENCH-PIPELINE. TRIGGER when: user says "跑 bench", "Sovereignty-Bench", "加新 model", "bench-pipeline".
Source text: Undetermined
Hallucination audit via canonical FACTCHECK-PIPELINE. TRIGGER when: user says "事實查核", "hallucination audit", "幻覺檢查", "factcheck".
Birth a new Taiwan.md language via canonical LANGUAGE-BIRTH-CHECKLIST. TRIGGER when: user says "加新語言", "法文上線", "開西語", "language birth".
Source text: Chinese
Write Taiwan.md session memory via canonical MEMORY-PIPELINE. TRIGGER when: user says "收官", "寫 memory", "Beat 4", "session 收官".
Source text: Chinese
Curation peer ingestion via canonical PEER-INGESTION-PIPELINE. TRIGGER when: user says "ingest peer", "TFT", "NMTH", "策展 peer", "peer ingestion".
Source text: Chinese