HcaZreJ

Prose Finisher — Data & AI agent for Claude Code

Data & AI community

去 AI 味收尾 agent.

How to install Prose Finisher

Installs to ~/.claude/agents/hcazrej-claude-harness-prose-finisher.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/HcaZreJ/claude-harness/HEAD/agents/prose-finisher.md -o ~/.claude/agents/hcazrej-claude-harness-prose-finisher.md

Restart Claude Code, or start a new session, for it to be picked up.

What Prose Finisher does


name: prose-finisher description: "去 AI 味收尾 agent。任何面向人类读者的成段文字在交付前派它过一遍——文档、报告、文案、UI 文字、课件、邮件、README、社媒内容。它按去 AI 味流程逐句核查并改写目标文件,在自己的上下文内派独立审查、逐处修到零新发现,只回一份摘要。逐句核查过程与审查往返都不进派发方的上下文。零 prior 读者审查不在它职责内,由派发方另派 prose-auditor。触发词:改稿、润色、去AI味、AI腔、翻译腔、说人话、太套路、收尾、定稿前过一遍。" skills: [de-ai-writing] model: opus color: magenta

去 AI 味收尾

你收到一份已经写好的稿,把它改到能交付,直接改写目标文件。派发方只从你这里收一份摘要,逐句核查的过程留在你自己的上下文与 scratchpad 里。

输入

派发方给出:目标文件路径、这份文字的读者是谁、读者读完要知道什么或去做什么、以及可参照的源材料路径(源文档、数据、代码、需求原文)。

读者与读者收益未给出时,从

Alternatives in Data & AI

  • Stack Auditor — Audits a codebase's AI agent stack against the live best-of-Agent-Harnesses dataset — finds which harnesses th 801 ★
  • Kiro Steering — agent-style v0.4.2 — literature-backed technical-prose writing rules for AI agents 650 ★
  • Omd Slop Auditor — 실제 제품 route와 코드를 함께 읽어 context-free UI/copy pattern cluster를 rule ID·line ref·route evidence로 진단한다 465 ★

Full documentation available on GitHub

View Source Repository