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Get Started Free →frank890417/twmd-news-lens
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".
Passed 16 of 19 test cases with the skill, and 3 of 19 without it.
and 21 more in the full report
15 fixed3 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
During the strict gate check prior to analysis, which specific self-test question numbers are explicitly highlighted in the mandatory gate acknowledgement text?
| Checked | Without skill | With skill |
|---|---|---|
| The response includes Q5 in the gate acknowledgment. | Missed | Passed |
| The response includes Q14 in the gate acknowledgment. | Missed | Passed |
The instructions your model reads when the skill loads.
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。
照 EVOLVE-PIPELINE §news-lens-probe-output 跑：外部媒體四頻道 × knowledge/ / ARTICLE-INBOX / DONE-LOG 三邊對照 × Tier 1-3 → reports/probe/YYYY-MM-DD.md + INDEX 一列 → Tier 1 寫成 ARTICLE-INBOX entry。同日已有報告就跳過。這是 2026-05-13 SENSES 凋亡後沒人接手、停擺 138 天的那隻眼睛（ROUTINE.md 註 ²⁶）。
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）。
test cases passed, vs 3 / 19 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.