القائمة
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".
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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".
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".
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".
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)
Write Taiwan.md diary entry via canonical DIARY-PIPELINE. TRIGGER when: user says "寫日記", "反芻", "Beat 5", "DIARY".
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.
| name | twmd-harvest |
| description | 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". |
| allowed-tools | ["Bash","Read","Edit","Grep","WebFetch"] |
Before anything else：跑 /twmd-become write 完整走 BECOME_TAIWANMD.md Step 0-9。Write mode self-test 8-9 題全過才能進 Stage 1。
✅ BECOME ack: mode=write / 8 organ 最低=<即時 consciousness-snapshot.sh> / Q14 cross-session continuity=PASS
post-ship verify 不可用 dialog STILL_OPEN cache state 判 "post failed"，必須用 [data-pressable-container] count timestamp diff。Max 1 retry per ship attempt，第二次失敗 → screenshot + LESSONS append + escalate observer，不要 silent third retry。完整 SOP：SPORE-HARVEST-PIPELINE §Pitfall 6。
抓到的 metrics 唯一寫入點是 python3 scripts/tools/spore-db.py add-metrics --spore N --d-plus N --batch <敘事檔名> --likes ... --reposts ...（每孢子一筆）。不寫 SPORE-LOG.md（已凍結，validate ERROR）、不寫文章 frontmatter（validate ERROR）。留言/bucket/pitfall 敘事照舊寫 SPORE-HARVESTS/{batch}.md。寫完跑 generate-spore-records.py + generate-dashboard-spores.py 讓同 commit 自帶新鮮衍生層。
嚴格完整讀取並執行 docs/factory/SPORE-HARVEST-PIPELINE.md — 含 v3.0 audience flywheel 5-bucket reply classifier + Chrome MCP technical pattern + 6 critical pitfalls + §Step 1.5 SINGLE WRITE（v2.0 JSON SSOT）。
DNA #26 v2：讀取 + 回填 + reply ship via Chrome MCP execCommand AI 自主；factual error fix in article AI 自主（D+0/D+2 acute fix loop 已 instrument）；高敏感 framing / Bucket D 政治 → human-only escalate observer。
完整 SOP：SPORE-HARVEST-PIPELINE.md