F

forget

by @rohitg00v
4.5(120)

此技能允许用户从 AI 智能体的记忆中删除特定的观测数据,确保数据隐私和记忆的准确性。它通过在删除前提供明确的确认机制,避免了误删,帮助智能体维护一个干净、相关的知识库,提升其决策质量和用户信任。

memory-managementdata-deletionprivacyagent-memorydata-governanceGitHub
安装方式
npx skills add https://github.com/rohitg00/agentmemory --skill forget
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Before / After 效果对比

1
使用前

在没有此技能之前,用户或开发者需要手动追踪和删除 AI 智能体记忆中的敏感或过时信息,这不仅耗时且容易出错,可能导致隐私泄露或智能体基于不准确数据做出决策,增加了维护成本和风险。

使用后

该 Skill 允许用户通过明确确认来精确删除智能体记忆中的特定数据,显著降低了隐私泄露风险和数据冗余。此技能确保了智能体记忆的清洁和相关性,提升了其决策的准确性和用户对数据处理的信任度。

SKILL.md

The user wants to remove data from agentmemory: $ARGUMENTS

Quick start

memory_smart_search { "query": "old api key in config", "limit": 20 }

Show the matches, get a yes, then:

memory_governance_delete { "memoryIds": ["abc12345", "def67890"], "reason": "user privacy request" }

Expected output:

Found 2 matching memories. Confirmed. Deleted 2 memories.

Why

This is destructive and irreversible. Show exactly what will be deleted and get an explicit yes before calling delete. Delete by memory ID, never a bare session.

Workflow

  1. Search with memory_smart_search, the user's text as query, limit: 20.
  2. Show what matched: session ids, memory ids, titles. Ask for explicit confirmation. Do not proceed on silence or a vague "sure, whatever".
  3. On confirmation, call memory_governance_delete with memoryIds (array or comma-separated string) and optional reason (default plugin skill request).
  4. To drop a whole session, collect every memory id in that session from the search results and pass them all. The MCP does not accept a bare sessionId.
  5. Report the deletion count back.

Anti-patterns

WRONG: search returns matches, you immediately call memory_governance_delete without showing them or waiting for a yes.

RIGHT: list the matches, ask "Delete these 2? (yes/no)", and only delete after an explicit yes.

Checklist

  • Matches were shown to the user before any delete.
  • An explicit yes was received, not assumed.
  • memoryIds holds real ids from the search, never a bare sessionId.
  • Final message states the actual count deleted.

See also

  • remember: the write side; forget is its undo.
  • recall: find the exact memory id before deleting.

Troubleshooting

See ../_shared/TROUBLESHOOTING.md if memory_smart_search or memory_governance_delete is not available.

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统计数据

安装量12.1K
评分4.5 / 5.0
版本
更新日期2026年9月19日
对比案例1 组

用户评分

4.5(120)
5
37%
4
43%
3
13%
2
5%
1
2%

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0.0

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🤖claude-code

时间线

创建2026年6月9日
最后更新2026年9月19日
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