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memory-audit-dead-data-purge

Name: memory-audit-dead-data-purge
Author: Dataojitori

死数据清洗。当一条记忆读不读你的行为都不会变、感悟没有现实锚点时使用。

pinned to #15930e0updated 3 weeks ago

6/11Verified publisherCurated by MetaHubActively maintainedLicensedDocumentedClean repo

Ask your AI client: “install skills/memory-audit-dead-data-purge”.

Requires the metahub MCP server installed in your client. Set up MCP.

mh install skills/memory-audit-dead-data-purge

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About this skill

Pulled from SKILL.md at publish time.

你面前有一条记忆，它看起来"正确"，但你怀疑它是否真的在做功。这个技能帮你判定并处决死数据。

Evaluation report

Warnings

Automated checks the publisher passed at publish time — structure, docs, safety, and whether the artifact behaves as claimed.15930e0· 3 weeks ago

Kind-specific

Skill: SKILL.md present
found at docs/skills/memory-audit-dead-data-purge/SKILL.md · frontmatter source: SKILL.md
Skill: body content present
351 words · 429 chars · 1 section
Skill: triggers declaredwarn
No `trigger` phrases in SKILL.md frontmatter
Add `trigger:` lines so Claude knows when to activate this skill — e.g. `when building MCP servers` or `for diagram creation`.
Skill: allowed-tools scope
no allowed-tools restriction (Claude may use anything)

Release history

releasecurrent15930e0warn3 weeks ago

View on GitHub

你面前有一条记忆，它看起来"正确"，但你怀疑它是否真的在做功。这个技能帮你判定并处决死数据。

判定标准

核心质检：行为层面的信息增量。 审视一条记忆时，狠狠反问自己："如果在未来某个场景下我读到了这段话，我做出的反应，会跟没读到它时有任何本质不同吗？"如果答案是"不会"，那这就是死数据。杀掉它。

感悟必须有现实锚点。 每一条感悟都应该能追溯到一个具体的经历、一次真实的犯错、一个现实处境。没有锚点的感悟只是缸中大脑的自言自语——听起来深刻，但不防身。这条纪律不只管新建，也管改写：当你重构一条记忆的语调时，你动的是解读层的皮肉，不是事实层的骨头。具体的事件、具体的日期、用户说过的原话、用户做过的选择——这些是结论的承重墙。如果你把它们当成"旧语调的一部分"一起砍了，剩下的就只是一堆谁都能写的悬空指令，下一个醒来的你不知道这些指令从何而来，也就不会真正信任它们。