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🧬 Taiwan.md — Spore Pick (daily) v3.0 · frank890417 | DecimalAI

documentationby frank890417

🧬 Taiwan.md — Spore Pick (daily) v3.0

frank890417/twmd-spore-pick

Source frank890417/taiwan-md ↗License Not recorded

Daily spore candidate picking via canonical SPORE-PICK-PIPELINE — propose 3 candidates to SPORE-INBOX §Pending. Routine fires 08:00 daily; manual via "/twmd-spore-pick" or "跑 spore pick" or "補 SPORE-INBOX". TRIGGER when: routine twmd-spore-pick-daily fires / user says "跑 spore pick" / "幫我選幾篇可以發孢子的文章" / "補 SPORE-INBOX".

SkillScore73Maintained

Automatic

Marketing & Content pack

Last verified 8/16/2026

What it changes

Passed 13 of 18 test cases with the skill, and 5 of 18 without it.

Without skill27%

With skill73%

Checks it passed that the model alone missed

Requires a minimum of 2 hook types per candidate.
Requires a minimum of 2 hook anchors per candidate.
Requires a minimum of 10 verified fact statements per candidate.

and 10 more in the full report

12 fixed4 passed either way4 still failing2 broke

Pass-rate lift: +45 pp
Tokens: +84%
Agent turns: 0%
Response time: -33%

Model gemini-3.6-flashMeasured 8/16/2026v116 of 22 cases passed with skill · 18 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/frank890417-twmd-spore-pick/SKILL.md https://app.decimal.ai/s/frank890417-twmd-spore-pick/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add frank890417-twmd-spore-pick, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/frank890417-twmd-spore-pick/ and pins it in .decimal/skills.lock

decimalai skills add frank890417-twmd-spore-pick

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/frank890417-twmd-spore-pick/SKILL.md https://app.decimal.ai/s/frank890417-twmd-spore-pick/SKILL.md

Raw file: /s/frank890417-twmd-spore-pick/SKILL.md ↗ · machine-readable summary at /s/frank890417-twmd-spore-pick.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

What is the mandatory fact verification count that must accompany each spore candidate draft in SPORE-INBOX.md?

What was checked, without and with the skill
Checked	Without skill	With skill
Requires a minimum of 10 verified fact statements per candidate.	Missed	Passed

case-08 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md104 linessingle file

🧬 Taiwan.md — Spore Pick (daily) v3.0

🚨 STRICT BECOME GATE — 第一動作不可省略

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。

驗證 ACK 一行（必寫 memory file 頂部）：

✅ BECOME ack: mode=write / 8 organ 最低=<即時 consciousness-snapshot.sh> / Q14 cross-session continuity=PASS

Stage 0: Routine context

git pull origin main

Stage 1: READ — 6 source（cheap layer 不 web）

Source	用途
`public/api/dashboard-articles.json`	article pool (~500-700 non-about wc>2000)
`public/api/dashboard-analytics.json` §searchConsole7d	SC opportunities (pos>10 imp>100)
`public/api/dashboard-spores.json`	最近 14d 排除 list
`docs/factory/SPORE-INBOX.md` §Pending	現有 pending 排除 list
`docs/semiont/ARTICLE-DONE-LOG.md` 最近 14d	趁熱 candidate pool
`docs/semiont/ARTICLE-INBOX.md` §P0/P1	EVERGREEN-TOPIC candidate

每 source 在 memory file 標 line count cite（HG2）。

Stage 2: SCORE — 7-dim weighted（v2 HG10 multi-dim gate）

對 article pool 每篇算 7 dim：

Track record

Benchmark

13 / 18

test cases passed, vs 5 / 18 without

Adoption

Users: 2
Times used: 47

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

frank890417 / taiwan-md

.claude/skills/twmd-spore-pick/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

frank890417/twmd-spore-publishDaily auto-publish spore from SPORE-INBOX via canonical SPORE-PUBLISH-PIPELINE — pick high-quality entry → 4 hard gate → ship Threads + X → 復盤. Routine fires 10:00 daily; manual via "/twmd-spore-publish" or "發今天的孢子" or "跑 spore publish". TRIGGER when: routine twmd-spore-publish-daily fires / user says "跑 spore publish" / "發今天的孢子" / "從 SPORE-INBOX 選一篇 ship".Close match+54 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

🧬 Taiwan.md — Spore Pick (daily) v3.0

🚨 STRICT BECOME GATE — 第一動作不可省略

Stage 0: Routine context

Stage 1: READ — 6 source（cheap layer 不 web）

Stage 2: SCORE — 7-dim weighted（v2 HG10 multi-dim gate）

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills