Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

🧬 Taiwan.md — Heartbeat (twmd- namespaced) — measured AI agent skill | DecimalAI

frank890417/twmd-heartbeat

NewSkillScoreMaintained

Semiont 4.5-beat full heartbeat cycle (twmd- namespaced; 既有 /heartbeat 雙軌共存). v3.0 super-thin routing. TRIGGER when: user says "twmd 心跳", "twmd-heartbeat", "完整心跳 (twmd)", or prefers twmd- namespace consistency.

agent-toolingby frank890417

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

DevOps & SRE pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/frank890417-twmd-heartbeat/SKILL.md

decimalai skills pull frank890417-twmd-heartbeat --out .claude/skills/

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

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

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

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

—-18% tokens0% turns73% of whole cases pass with skill (16/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-08	✗→✓	▲ Improved	-62%	0%
case-07	✗→✓	▲ Improved	-57%	0%
case-11	✗→✓	▲ Improved	-46%	0%
case-12	✗→✓	▲ Improved	22%	0%
case-13	✗→✓	▲ Improved	161%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

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-heartbeat/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

🧬 Taiwan.md — Heartbeat (twmd- namespaced)

跟 /heartbeat 完全等價，只是 namespace 統一為 twmd-。

強制升 Full mode BECOME：跑 /twmd-become full（per BECOME §Step 0 high-stake）。

讀 docs/semiont/HEARTBEAT.md v3.0（super-thin shell ~170 行）取得 4.5 拍 conceptual framework + pipeline pointer。

按 HEARTBEAT pointer 執行對應 canonical pipeline（DATA-REFRESH / EVOLVE / MAINTAINER / REWRITE / SPORE / TRANSLATION / MEMORY / DIARY）。

收官 commit + push。

v3.0 reframe：HEARTBEAT.md 從 745 行 SOP 全載降級為 super-thin pipeline router（per 哲宇 dialogue「heartbeat 我也很少用 routine 取代了」）。Routine 飛輪自轉 cover 日常；手動 heartbeat = 跨 routine / 全器官 audit / strategy 場景。

設計背景：reports/become-boot-mode-design-2026-05-13.md + HEARTBEAT v3.0 super-thin 2026-05-13。

Want to see if frank890417/twmd-heartbeat would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

frank890417/twmd-heartbeat

SkillSafety

Source

🧬 Taiwan.md — Heartbeat (twmd- namespaced)

Related skills