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Tinmem Memory System

作者 tincomking · GitHub ↗ · v1.0.0
cross-platform ⚠ suspicious
465
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1
当前安装
1
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在 OpenClaw 中安装
/install tinmem
功能描述
Provides persistent memory management for storing, retrieving, updating, and deleting user-related information across conversations in OpenClaw AI.
安全使用建议
Before installing or enabling this skill, ask the developer or registry operator to clarify: (1) Where exactly are memories stored (filesystem path)? Who can access that storage? (2) Is data encrypted at rest and in transit? (3) How is 'automatic extraction after each turn' scoped—what data is captured and under what rules? (4) How does memory_forget guarantee deletion (and is deletion propagated to backups)? (5) Are there retention and consent controls? (6) Who operates the LanceDB instance and what permissions does it need? If you cannot get clear answers and a trustworthy source code or homepage, treat this as high-risk for privacy and test only in a sandboxed environment or decline to install.
功能分析
Type: OpenClaw Skill Name: tinmem Version: 1.0.0 The OpenClaw Tinmem skill bundle is classified as suspicious due to significant prompt injection vulnerabilities identified in `SKILL.md`. The `memory_store` and `memory_update` tools allow an attacker to store arbitrary content, which is then 'automatically injected into context before each response'. This creates a persistent prompt injection risk, enabling an attacker to manipulate the agent's future behavior. Furthermore, the `memory_recall` tool can retrieve 'full content' (L2) of potentially sensitive memories (e.g., user profiles, entities), and `memory_forget` could be used to erase critical information or audit trails, facilitating data exfiltration or evasion through agent manipulation.
能力评估
Purpose & Capability
Name and description (persistent memory) align with the SKILL.md tools (store, recall, update, forget). However, the SKILL.md explicitly states memories persist in a local LanceDB database while the skill provides no install steps, no config paths, and no detail about where that database lives—an implementation detail mismatch that should be clarified.
Instruction Scope
Instructions direct the agent to automatically inject memories into context before each response and automatically extract new memories after each conversation turn. That implies continual collection and reuse of potentially sensitive user data across sessions and responses, which is broader than many users expect and isn't constrained by retention, consent, or filtering rules in the doc.
Install Mechanism
No install spec or code is provided (instruction-only). That reduces immediate disk risk, but the README claims use of a local LanceDB database (which would require filesystem access and some runtime components). The lack of install/runtime details is an inconsistency to resolve.
Credentials
The skill requests no environment variables or credentials, yet its behavior involves persistent local storage and automatic data extraction/injection. There is no mention of config paths, encryption, access control, retention policy, or how deletion (forget) is enforced—so the privacy/credential model is underspecified and disproportionately open.
Persistence & Privilege
The skill does not set always:true, but it instructs the agent to persist data across sessions and to automatically inject memories into context on every response. That grants the agent broad persistence and data reuse capability; without clear limits or user consent controls, this is a meaningful privilege and privacy risk.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install tinmem
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /tinmem 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release: 6-category classification, hybrid retrieval, LLM deduplication, multi-scope isolation, SQL injection protection, atomic updates
元数据
Slug tinmem
版本 1.0.0
许可证
累计安装 1
当前安装数 1
历史版本数 1
常见问题

Tinmem Memory System 是什么?

Provides persistent memory management for storing, retrieving, updating, and deleting user-related information across conversations in OpenClaw AI. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 465 次。

如何安装 Tinmem Memory System?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install tinmem」即可一键安装,无需额外配置。

Tinmem Memory System 是免费的吗?

是的,Tinmem Memory System 完全免费(开源免费),可自由下载、安装和使用。

Tinmem Memory System 支持哪些平台?

Tinmem Memory System 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Tinmem Memory System?

由 tincomking(@tincomking)开发并维护,当前版本 v1.0.0。

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