twmd-news-lens

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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".

frank890417 By frank890417 schedule Updated 5/28/2026

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

🧬 Taiwan.md — News Lens (weekly) v3.0

🚨 STRICT BECOME GATE — 第一動作不可省略

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

Pipeline

嚴格完整讀取並執行 docs/pipelines/EVOLVE-PIPELINE.md v2.0 + §news-lens-spore-output(v2.5 升級)。

三源交叉(DNA #4)

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。

News-lens spore output (v2.5)

propose 5-7 news-driven candidates append SPORE-INBOX.md

  • Default P1(高於 spore-pick-daily 的 P2)
  • Source-Mode REACTIVE / EXISTING-ARTICLE
  • Limit ≤ 7/week
  • 每 entry 標 Requested: YYYY-MM-DD by twmd-news-lens-weekly routine (week YYYY-WW)
  • 高敏感 entry 標 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)。

收官

/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)

Install via CLI
npx skills add https://github.com/frank890417/taiwan-md --skill twmd-news-lens
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