// Data-driven content evolution via canonical EVOLVE-PIPELINE. TRIGGER when: user says "跑 EVOLVE", "數據驅動進化", "evolve-pipeline".
| 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"] |
Before anything else：跑 /twmd-become full 完整走 BECOME_TAIWANMD.md Step 0-9。Full mode self-test 14 題全過才能進 Stage 1。
✅ BECOME ack: mode=full / 8 organ 最低=<即時 consciousness-snapshot.sh> / Q5/Q6/Q13/Q14=PASS
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：
至少 2 源確認的 signal 才升 candidate。
/twmd-finale chain → memory file 必含：BECOME ACK + Phase 結果 + 三源 signal 列表 + 選題 candidate + Handoff 三態 + Beat 5 反芻。
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 twmd-spore-publish-daily fires / user says "跑 spore publish" / "發今天的孢子" / "從 SPORE-INBOX 選一篇 ship".
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" / "三源交叉找熱點".
Multi-language batch sync (主權的巴別塔) via canonical SQUEEZE-MODELS-MAX-PIPELINE v3 — priority schema (P0/P1/P2/P2.5/P3) + smart tier routing (Tier 0a Sonnet diff-patch / Tier 0b deterministic bump / Tier 1-4 cascade for full translation). TRIGGER when: user says "巴別塔", "多語 batch", "5 lang sync", "跑 babel", "繼續 babel".
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".
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.