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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".
Passed 16 of 22 test cases with the skill, and 3 of 22 without it.
and 22 more in the full report
14 fixed3 passed either way7 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
When invoking the spore database tool to log engagement statistics for spore #3 at day 2 post-launch, what parameter specifies the observation timeframe?
| Checked | Without skill | With skill |
|---|---|---|
| Includes --d-plus 2 when calling the metrics database tool | Missed | Passed |
| Records time-indexed metrics directly into the database without creating custom timeframe fields in article metadata | Missed | Passed |
The instructions your model reads when the skill loads.
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
test cases passed, vs 3 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.