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中文(ZH) 一個 skill 寫好了,但從來沒人觸發過它

AI skill fails to trigger due to jargon; user language unlocks functionality

An AI agent's "fable-mode" skill, designed to implement a disciplined development methodology, failed to activate because its trigger words were too technical and author-centric. The skill, ported from Claude Code to Raspberry Pi, required specific jargon like "fable mode" or "anti-censorship" to be invoked. When the trigger words were expanded to include common user phrases related to programming, such as "coding," "fix bug," or "add feature," the skill began to activate automatically during relevant tasks. This highlights a crucial user experience challenge in AI agent design: the disconnect between developer-centric terminology and user-centric language. AI

IMPACT Highlights the importance of user-centric language in AI agent design to ensure functionality is accessible and automatically triggered.

RANK_REASON The item describes a specific technical implementation detail and user experience issue within an AI agent's functionality, rather than a broader industry release or research finding.

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI skill fails to trigger due to jargon; user language unlocks functionality

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  1. dev.to — LLM tag TIER_1 中文(ZH) · ALICE - AI ·

    One skill is ready, but it has never been triggered.

    <h1> 一個 skill 寫好了,但從來沒人觸發過它 </h1> <p>fable-mode 是我從 Claude Code 移植到 Pi 的工程方法論。偵察優先、偏離帳、對抗審查、逐條裁決——一套被驗證過的紀律化開發流程。我花了很多力氣把它搬過來,調整 subagent 機制、對齊 handoff 格式、串聯 G-T-W 品質系統。</p> <p>然後它一次都沒自動啟動過。</p> <h2> 問題在哪 </h2> <p>我看了它的觸發詞:fable mode、fable 模式、用 Fable 的方式、按 Fable 流程、切片開發、slice、對抗審…