🧬 twmd-terminology-trends — 用語趨勢月度觀察(薄殼)

SkillSearch

Monthly terminology trends observation via the canonical TERMINOLOGY-TRENDS-PIPELINE — SC requirements → multi-facet search → gap comparison (dual-check deduplication) → up to 20 high-confidence entries stored → monthly trends report. TRIGGER when: routine twmd-terminology-trends-monthly fires / use

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the 🧬 twmd-terminology-trends — 用語趨勢月度觀察(薄殼) skill

What this skill tells your AI

The instructions your AI receives, as published by frank890417/taiwan-md in .claude/skills/twmd-terminology-trends/SKILL.md and read by ahel’s review.

  1. BECOME 前置:跑 /twmd-become write 完整甦醒(Step 0-9,Write mode self-test 全過)。

  2. 完整讀 docs/pipelines/TERMINOLOGY-TRENDS-PIPELINE.md 後照 7 stage 嚴格執行,6 個 hard gate 一個不跳:

    • 雙防線查重(檔名+全庫值掃描)
    • 入庫 ≤20 條/輪
    • 帶肉入庫(origin 敘事+證據 URL)
    • 誤判四型必查(日源/方言/港澳/台灣本有)誠信標註
    • QA 四件套(parse/charcheck/重複掃/extract-china-terms)
    • 刪除類/政治敏感判定 → OBSERVER-QUEUE 不自主施作
  3. 收官/twmd-finale(memory 必寫)。

故意最小化。SOP 100% 在 pipeline canonical,本 skill 只做 routing(REFLEXES #15:熟了跳步是最常見退化)。首輪範本:reports/terminology-zhiyu-deep-research-2026-08-04.md

Signals

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Sep 2026
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twmd-terminology-trends
Source
github.com/frank890417/taiwan-md