菜单
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".
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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-news-lens |
| description | 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". |
| 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 + §news-lens-spore-output（v2.5 升級）。
| 源 | 意義 | 信號 |
|---|---|---|
| GA4 | 誰來了 + 站內行為 | page_view / scroll / session_duration / conversion |
| SC | 誰想來但沒來 | query position > 10 + impressions > 100 = 高 demand 低 ranking |
| Cloudflare | 誰在邊緣讀我 | AI crawler hit / cached request / 404 rate spike |
至少 2 源確認的 signal 才升 candidate。
propose 5-7 news-driven candidates append SPORE-INBOX.md：
P1（高於 spore-pick-daily 的 P2）REACTIVE / EXISTING-ARTICLERequested: YYYY-MM-DD by twmd-news-lens-weekly routine (week YYYY-WW)敏感度: 高（spore-publish v3.0 §高敏感 REACTIVE defer rule 會 catch）Daily spore-pick-daily 看到 news-lens P1 count ≥ 3 自動 throttle（補 0-3 條依 news-lens 已寫數量）。
/twmd-finale chain → memory file 必含：BECOME ACK + 三源 signal 列表 + N news-driven candidates appended + Handoff 三態 + Beat 5 反芻。
完整 SOP：EVOLVE-PIPELINE.md
ARGUMENTS: (none — pipeline 自己讀三源 + INBOX state)