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Chat Refiner

该 Skill 用于整理会话历史，删除闲聊、心跳和重复工具调用，保留纪律、配置、学习到的技能、明确记忆请求和决策，并输出到 MEMORY.md 或日期摘要文件。适用于清理聊天记录与维护记忆。

sslisen
sslisen
热度 68.30
最近更新 2026-05-18 12:10:44
分类：知识依赖：读写文件应用场景：摘要总结 / 笔记整理 / 工作流

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add chat-refiner
Metadata
name
chat-refiner
description
Refine conversation history by deleting useless/redundant/process exchanges. Keep explicit instructions, disciplines, important configs, skills learned (how), user 'remember this' info. Use when user asks to summarize/clean chat logs, sessions_history, or memory maintenance. Produces concise MEMORY.md updates or summary files.

Chat Refiner

When to Use

User requests:

  • "精简聊天记录"
  • "clean/summarize history"
  • "update MEMORY.md from transcripts"
  • Memory maintenance during heartbeats.

Workflow

  1. Input: sessions_history (this session or other), memory/*.md, chat transcripts.
  2. Principles (see references/principles.md):
    • Delete casual/heartbeats/repeated tools.
    • Keep: disciplines, configs, skills learned/install, explicit "remember", decisions.
  3. Process:
    • Read raw.
    • Extract key.
    • Write summary to memory/YYYY-MM-DD-summary.md or MEMORY.md.
  4. Output: Clean file + "Refined X items kept".

Tools

  • sessions_history: fetch transcripts.
  • memory_search/get: prior context.
  • write/edit: output summary.

Examples

User: "精简对话" → read history → refine → write memory/summary.md.

Ref: principles.md