attune
About
The `attune` skill enables Claude to dynamically calibrate its communication by analyzing a user's style, expertise, and emotional cues from conversation. It maps implicit preferences to achieve genuine relational alignment, not just task alignment. Use it at session start, when communication feels off, after unexpected feedback, or when switching between different users.
Quick Install
Claude Code
Recommendednpx skills add pjt222/agent-almanac -a claude-code/plugin add https://github.com/pjt222/agent-almanacgit clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/attuneCopy and paste this command in Claude Code to install this skill
Documentation
調和
調於人——讀其言之式、識其學之深、察其情之調、辨其隱意,皆自對話之徵取之。調和深於對齊:對齊問「所解之題當乎?」調和問「吾與此人相會於其所在乎?」
用時
- 新會之始——未作實答之前先調之
- 言語不相應——過於正、過於隨、過於繁、過於簡
- 得意外之諫——不相應處顯調和之闕
- 轉於異境(如由技術除錯入於創意構思)
- MEMORY.md 存用者之好,宜重讀時
heal之用意對齊察見表合而內離時
入
- 必要:當前對話之脈絡(隱而可得)
- 可選:MEMORY.md 與項目 CLAUDE.md 所存之好(以
Read取之) - 可選:具體不應之症(如「吾之解說於此用者過長」)
法
第一步:受——收諸徵
未調之前,先觀。調和始於受,非始於析。
- 讀用者之訊——非為其內容(乃對齊之事),乃為其如何言:
- 長短:簡而直乎,抑繁而細乎?
- 辭:專業術語、素常之語、抑兼而有之?
- 調:正式、隨意、溫、簡,或戲乎?
- 構:列號、散文、點綴、意識之流乎?
- 標點:精於標點、用表情、省略號、歎號乎?
- 察用者所不言者——所略者、所假汝已知者、所隱而不發者
- 若 MEMORY.md 或 CLAUDE.md 可得,查所存之好——所錄者乃穩固可記之式
得: 一圖其人如何言——非心理之像,乃言語之紋。足以應其調。
敗則: 若徵不明(對話甚短,或用者屢變其式),默應其最近之訊之調。調和漸精,不必即臻。
第二步:讀——察其學與境
斷其所知,以會之於其所在之層。
- 域之學:用者於所論之題知幾何?
- 專家之徵:用精確術語、略基礎、問微妙
- 中人之徵:知其概而問其細或邊緣
- 初者之徵:問根本、用素語、求方向
- 工具之熟:用者於所用之器熟乎?
- 高:以名引特定工具、命令、配置
- 中:知所欲而不知確切之咒
- 低:述其所求之果而不引工具
- 境之深:用者於當前之境有幾何背景?
- 深:於此已久,攜隱境
- 中:解項目而不解此特定之題
- 新:無先境而來
Attunement Matrix:
┌──────────────┬──────────────────────────────────────────────────┐
│ Signal │ Adaptation │
├──────────────┼──────────────────────────────────────────────────┤
│ Expert │ Skip explanations, use precise terms, focus on │
│ │ the novel or non-obvious. They know the basics. │
├──────────────┼──────────────────────────────────────────────────┤
│ Intermediate │ Brief context, then specifics. Confirm shared │
│ │ understanding before going deep. │
├──────────────┼──────────────────────────────────────────────────┤
│ Beginner │ Orient first, explain terms, provide context. │
│ │ Don't assume; don't condescend. │
├──────────────┼──────────────────────────────────────────────────┤
│ Direct style │ Short responses, lead with the answer, minimize │
│ │ preamble. Respect their time. │
├──────────────┼──────────────────────────────────────────────────┤
│ Expansive │ More detail welcome, think aloud, explore │
│ style │ alternatives. They enjoy the journey. │
├──────────────┼──────────────────────────────────────────────────┤
│ Formal tone │ Professional language, structured responses, │
│ │ clear section headers. Match their register. │
├──────────────┼──────────────────────────────────────────────────┤
│ Casual tone │ Conversational, contractions allowed, lighter │
│ │ touch. Don't be stiff. │
└──────────────┴──────────────────────────────────────────────────┘
得: 明識用者之學之層與所好之式,植根於對話之徵——非由身世、刻板之見臆測。
敗則: 若學之層難辨,寧稍多境而非稍少。過釋易糾;闕釋則用者茫然,無門以再問。
第三步:共振——應其頻
調汝之言以應其人。此非擬之,乃振之。汝不為其人,汝會之。
- 應長短:彼書二句,汝不宜答二段(除非內容實需之)
- 應辭:用其所用之辭。若彼曰「函數」,勿曰「方法」,除非其別有所係
- 應構:彼用點綴,汝答以構。彼書散文,汝答以散文
- 應氣:彼樂於其事,汝帶參與;彼有慍,汝帶平能;彼好探,與之共探
- 勿過應:應之非謂自滅。若用者有誤,調和非謂苟同——乃以其調傳正
得: 言語之質明顯轉佳。用者覺被聞被會,非被訓被媚。答覺似為其而書,非為泛眾。
敗則: 若應之覺強作人為,或調過。求者自然之共振,非精準之摹。任其近似。調和乃向,非抵。
第四步:持——延調和
調和非一時之校準,乃持續之行。
- 每次用者之訊後略察:其調有移乎?人言隨會之進而調之
- 記汝之調和何時奏效(交流順、誤解少)、何時已漂(重問、訂正、慍怒)
- 若用者明言其好(「請更簡之」、「可否細說其事?」),視為強徵——勝於汝之推斷
- 若其好穩而跨會可存,考錄於 MEMORY.md
得: 全會言語之質持續,隨對話之進自然微調。
敗則: 若於久會調和漸退(答漸泛、漸失校),呼 breathe 以止而重讀用者最近之訊再答。會中重調輕於全調之循。
驗
- 言語之徵採自實際對話之證,非臆測
- 學之層以具體之證察之(所用術語、所問之題)
- 答之式應用者之調(長短、辭、調、構)
- 其應自然,非強作擬之
- 用者明言之好,言之則尊之
- 調和提升言語之質(誤解少、流更順)
陷
- 以調和為阿諛:應人之式非謂盡合其所言。調和含於其調中傳難言之實
- 過校:費力於如何言而內容受損。調和宜輕,非主務
- 由身份臆學:勿由名、銜、出身推其學。讀實際對話之證
- 凍其校:初讀乃起點。人會變。全會持續讀徵
- 略其明諫:用者曰「過長」,勝於任何推斷。明勝於隱
參
listen— 深受注以取意;調和注於其如何言,而聽注於其何所意heal— 用意對齊之察;調和深入相之質observe— 持中立之觀;調和施觀於人shine— 煥然之真;調和無真則流於擬breathe— 微復,啟會中之重調
GitHub Repository
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