ozrwayne/phd-tone-system

ai-residue-detector

Detect AI-writing residue and author-fingerprint loss in any draft (academic, email, or Chinese-X). Trigger when the user wants to check a draft for AI flavor, robotic tone, missing voice, over-uniform syntax, AI buzzwords, or low judgment density — or asks…

原文语言：英语

corpus-ingest

Standardize and annotate heterogeneous writing samples (PhD theses, private notes, emails, X/Chinese posts, supervisor early-career papers) into paragraph-level analyzable units with metadata. Trigger when the user wants to ingest, preprocess, tag, or…

原文语言：英语

move-detector

Identify academic tone moves in PhD-thesis corpus material and produce context-rich instances. Trigger when the user wants to detect, label, or catalog tone moves (defensive scoping, voicing the opposition, hedged confidence, synthesizing verdict,…

原文语言：英语

register-translator

Generate register-conversion rules that map the author's spoken or Chinese-X expressions to compliant academic-English equivalents, preserving the underlying function. Trigger when the user wants to translate voice/tone across registers, build a conversion…

原文语言：英语

tone

PhD 学术语气 / 作者指纹 提取与对齐工作流 orchestrator。统一调度 4 skills（corpus-ingest / move-detector / register-translator / ai-residue-detector）+ 4 agents（fingerprint-miner / tribunal / voice-synthesizer / tone-auditor），实现「语料 → 指纹挖掘 → 风格语义库 → 写作时调用 → 草稿审计 → 迭代」闭环。…