🧬 Taiwan.md — News Lens (weekly) v3.0
SkillDev toolsWeekly 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".
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the 🧬 Taiwan.md — News Lens (weekly) v3.0 skill
What this skill tells your AI
The instructions your AI receives, as published by frank890417/taiwan-md in .claude/skills/twmd-news-lens/SKILL.md and read by ahel’s review.
🚨 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）
| 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。
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)
Signals
- GitHub stars
- 1k
- Forks
- 185
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
twmd-news-lens- Source
- github.com/frank890417/taiwan-md