deep-save

仓库创建 2026年7月26日最近提交 3 天前SkillHot 收录 2 天前
▸ 精选理由

解决长会话保留与快速恢复的痛点,兼顾质量与成本控制。

▸ 风险提示

会话内容会发送到外部知识 MCP,可能涉及敏感信息外泄风险。

这个 Skill 做什么

从长对话抽取要点并分类存入知识管理平台,同时生成低成本的续接简报。

把长对话里有价值的信息抽出来去重,按“永久/中期/短期”分层存入 knowledge MCP(比如 Open Brain),并标注过期与永久。会在长会话、讨论记录或跨设备恢复上下文时用到。还会生成 token 成本低的续接简报(1–3k token),方便在 Claude 或桌面上快速恢复线程,不用重读全文。

▸ 展开 SKILL.md 英文原文

Extract and save a long conversation to a knowledge MCP (e.g., Open Brain or equivalent) with signal/noise triage and permanence classification, AND write a durable cross-surface CONTINUATION-BRIEF for token-cheap fresh-context resume. Classifies every extractable item into three permanence tiers (permanent for decisions/rules/person notes, long-lived at 120-180 days, short-lived at 30-90 days), deduplicates, batch-writes with permanent/stale_after flags, links thoughts, then writes a 1-3k-token brief (local file + knowledge MCP) so a cleared/fresh window — on any surface incl. Cowork/Desktop — can resume the exact thread without reloading the full transcript. Works on any Claude surface with a compatible knowledge MCP. MANDATORY TRIGGERS: deep save, save this conversation, save chat to brain, extract and save, long save, full save, save everything important, save session to open brain, capture conversation, brain dump, continuation brief, warm restart prep, save before clear, prep for

数据与抓取会话抽取知识持久化信噪分级通用
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帮我安装这个 skill:https://raw.githubusercontent.com/fullREFIT/skills/main/skills/deep-save/SKILL.md
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# Deep Save — Long Conversation Extraction with Signal/Noise Triage

Reads the entire current conversation, extracts everything worth keeping, classifies each item on the permanence spectrum, and saves to a knowledge MCP (e.g., Open Brain or equivalent) via MCP with appropriate `permanent` and `stale_after` flags. Designed for long Desktop/Cowork/web sessions that accumulated significant knowledge.

Read [`references/permanence-tiers.md`](references/permanence-tiers.md) for the full classification system, [`references/content-templates.md`](references/content-templates.md) for structured content formatting, [`references/continuation-brief-template.md`](references/continuation-brief-template.
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