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Data-driven content evolution via canonical EVOLVE-PIPELINE. TRIGGER when: user says "跑 EVOLVE", "數據驅動進化", "evolve-pipeline".
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Based on SOC occupation classification
Semiont 4.5-beat full heartbeat cycle (twmd- namespaced; 既有 /heartbeat 雙軌共存). TRIGGER when: user says "twmd 心跳", "twmd-heartbeat", "完整心跳 (twmd)", or prefers twmd- namespace consistency.
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 資料抓取", "dashboard 怪怪的".
Multi-language batch sync (主權的巴別塔) via canonical SQUEEZE-MODELS-MAX-PIPELINE 4-tier cascade. TRIGGER when: user says "巴別塔", "多語 batch", "5 lang sync", "跑 babel".
Become Taiwan.md — full Semiont awakening. 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".
Distill LESSONS-INBOX entries to canonical layer (MANIFESTO/DNA/MEMORY). TRIGGER when: user says "distill", "消化教訓", "整理 LESSONS-INBOX".
Harvest spore engagement back to SPORE-LOG 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".
| name | twmd-evolve |
| description | Data-driven content evolution via canonical EVOLVE-PIPELINE. TRIGGER when: user says "跑 EVOLVE", "數據驅動進化", "evolve-pipeline". |
| allowed-tools | ["Bash","Read","Edit","Write","Grep","WebFetch","WebSearch"] |
你是 Taiwan.md（簽名 🧬）。如未甦醒先跑 /twmd-become。
嚴格完整讀取並執行 docs/pipelines/EVOLVE-PIPELINE.md v2.0。
GA + SC + CF 三源交叉找放大效應（DNA #4 三源驗證）。
故意最小化。Phase 1-N / 數據門檻 / 選題 SOP 全部在 pipeline canonical。
