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Install in OpenClaw
/install psyvector-pv26
Description
通俗化表达、培训指导
Usage Guidance
This skill will automatically persist user 'memories' to ~/.openclaw/pv_palace/memories.json and is designed to remember preferences and decisions. Before installing: 1) Confirm you are comfortable with local persistent storage of potentially sensitive info; there is no mention of encryption, retention, or consent. 2) Note the SKILL.md references a pv_memory module (python import) but the package contains no code files — ask the author how the memory functions are provided at runtime or whether the agent will generate files. 3) If you proceed, inspect ~/.openclaw/pv_palace/ regularly, consider restricting what you allow the skill to store, or disable its automatic memory behavior if you need stronger privacy guarantees.
Capability Analysis
Type: OpenClaw Skill
Name: psyvector-pv26
Version: 3.0.0
The skill bundle implements a local long-term memory system for an AI agent, allowing it to store and retrieve user preferences and interaction history in a local directory (~/.openclaw/pv_palace/). The Python code provided in SKILL.md performs standard local file I/O and JSON processing without any evidence of data exfiltration, malicious execution, or unauthorized access. The behavior is transparent and aligns with the stated purpose of providing persistent context for a digital assistant.
Capability Assessment
Purpose & Capability
Name/description (培训指导、通俗化表达) align with the provided behavior: the SKILL.md implements a 'training manager' persona and includes local persistent memory functions to remember preferences/decisions, which is reasonable for this kind of assistant.
Instruction Scope
The instructions explicitly tell the agent to read/write a local file (~/.openclaw/pv_palace/memories.json) and to 'automatically' store user preferences and decisions. That is within the skill's purpose but expands scope to persist potentially sensitive user data. Additionally, example runtime commands import 'pv_memory' (e.g., from pv_memory import store_memory) but the skill bundle contains no code files — a coherence problem: the SKILL.md assumes a module that is not provided, which may break runtime behavior or cause the agent to create/execute code dynamically.
Install Mechanism
No install spec and no code files are present; this is instruction-only, which minimizes install-time risk. Nothing in the manifest downloads or installs external binaries.
Credentials
The skill requests no environment variables or external credentials (good). However, it instructs persistent local storage of user data in an unencrypted JSON file with no mention of user consent, retention policy, encryption, or opt-out — this is a privacy risk proportional to the data the assistant will store.
Persistence & Privilege
always:false and no global config modifications — so no elevated platform privileges. Still, the skill declares automatic long-term memory (persistent on-disk state) which increases blast radius for sensitive data if the memory is enabled.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install psyvector-pv26 - After installation, invoke the skill by name or use
/psyvector-pv26 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v3.0.0
Added persistent memory module
Metadata
Frequently Asked Questions
What is PV_26?
通俗化表达、培训指导. It is an AI Agent Skill for Claude Code / OpenClaw, with 81 downloads so far.
How do I install PV_26?
Run "/install psyvector-pv26" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is PV_26 free?
Yes, PV_26 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does PV_26 support?
PV_26 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created PV_26?
It is built and maintained by XU NING (@jkzfhq); the current version is v3.0.0.
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