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skillforge-jojo

马斯克神经记忆

by skillforge-jojo · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install maske-neural-memory
Description
基于传播激活的联想神经记忆系统,实现跨会话的持久回忆、因果推理与矛盾检测,支持多层深度智能查询。
Usage Guidance
Key questions before installing: 1) Where are memories persisted? Ask the author for storage location (database, cloud, platform memory) and what credentials/config are required. 2) Who can read/export/delete stored memories? Request access controls, encryption-at-rest, and deletion/portability mechanisms. 3) How does autoCapture work? If you install, insist on the ability to disable automatic capture and require explicit user consent before storing PII. 4) Verify the author/packaging: metadata in _meta.json does not match the registry listing (ownerId/slug/version mismatch) and the footer claim ('马斯克出品') may be misleading — verify provenance. 5) Request an implementation or runtime spec: how are nmem_* tools implemented and invoked by the platform? Without those details, the skill's promise of persistent, cross-session and cross-project memory is not verifiable. If you must test it, run in an isolated account/session with no sensitive data, disable autoCapture, and confirm where data appears and how to delete it.
Capability Assessment
Purpose & Capability
The skill claims cross-session persistent memory, snapshots, rollbacks and 'transplant' between brains, but declares no storage paths, no environment variables, and no external services. That is internally inconsistent: persistent storage or inter-project transfer normally requires a datastore, config path, or credentials. Also _meta.json contents (ownerId, slug, version/publishedAt) do not match the registry-level metadata, which suggests packaging/authoring inconsistencies.
Instruction Scope
SKILL.md instructs automatic capture of conversation content (nmem_auto action=process), automatic injection of context at session start, and storing decisions/errors/preferences. It does not specify where data is stored, retention, access controls, or user consent. This broad automatic capture of user text increases privacy/exfiltration risk and grants the skill scope beyond a simple recall helper.
Install Mechanism
This is instruction-only with no install spec and no code files to write to disk, which is lower-risk from an install/execution standpoint. The regex scanner had nothing to analyze because there are no code files.
Credentials
The skill requests no credentials or env vars despite describing persistent, possibly cross-agent data operations (snapshots, transplant). That absence is disproportionate and unexplained. Additionally, the SKILL.md claims 'zero LLM dependency' while describing automated semantic extraction from arbitrary dialogue — in practice this often requires heavier tooling; the discrepancy is noteworthy.
Persistence & Privilege
Although always:false (so not force-installed), the skill's design implies long-lived storage and cross-project transfer of memories. Without details about where memories live, who can access them, and how to opt out, the persistence model is a significant privacy/privilege concern. Autonomous invocation combined with auto-capture would widen impact if implemented without safeguards.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install maske-neural-memory
  3. After installation, invoke the skill by name or use /maske-neural-memory
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
首次发布:使用传播激活的联想记忆系统
Metadata
Slug maske-neural-memory
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is 马斯克神经记忆?

基于传播激活的联想神经记忆系统,实现跨会话的持久回忆、因果推理与矛盾检测,支持多层深度智能查询。 It is an AI Agent Skill for Claude Code / OpenClaw, with 79 downloads so far.

How do I install 马斯克神经记忆?

Run "/install maske-neural-memory" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is 马斯克神经记忆 free?

Yes, 马斯克神经记忆 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does 马斯克神经记忆 support?

马斯克神经记忆 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created 马斯克神经记忆?

It is built and maintained by skillforge-jojo (@skillforge-jojo); the current version is v1.0.0.

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