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mrkangzubin

Model Advisor

by MrKangZuBin · GitHub ↗ · v0.1.0 · MIT-0
cross-platform ⚠ suspicious
308
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0
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1
Active Installs
1
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Install in OpenClaw
/install model-advisor
Description
模型推荐 + OpenClaw 安全系数分析工具。当用户询问"用哪个模型"、"推荐模型"、"适合什么模型"、"安全系数"、"openclaw 安全"、"根据历史"时触发。功能:(1) 根据历史会话自动分析任务类型并推荐最优的 Claude 模型(auto 模式),(2) 根据用户描述的任务推荐最优模型(recom...
Usage Guidance
This skill appears to do what it says — it analyzes your OpenClaw config and recent session messages to score security and recommend models. However, it reads private files in ~/.openclaw (session messages and openclaw.json), which may contain sensitive data (conversation content, API keys or auth config). Before running or installing: (1) review the full scripts/advisor.js to confirm there are no network calls or unexpected behavior (the visible portion shows none, but the file was truncated in the listing), (2) consider running it in a restricted environment or with a copy of your OpenClaw data if you want to avoid exposing real conversations, and (3) if you do not trust the skill author, do not execute the script as your main user — inspect it line-by-line or sandbox it. If you need, ask for a full listing of advisor.js to verify there are no outbound network requests or telemetry.
Capability Analysis
Type: OpenClaw Skill Name: model-advisor Version: 0.1.0 The skill performs broad read operations on sensitive local files, including the main OpenClaw configuration (openclaw.json) and the entire directory of session history logs (.jsonl), to calculate security scores and analyze user task patterns. While these capabilities are plausibly required for the stated purpose in SKILL.md and scripts/advisor.js, the access to private conversation history and gateway settings constitutes a high-risk behavior. The script does not contain evidence of data exfiltration or remote code execution, but it provides a mechanism for the agent to ingest and potentially expose sensitive historical data.
Capability Assessment
Purpose & Capability
The skill's name/description claim recommending models and computing an OpenClaw security score — the code reads ~/.openclaw/openclaw.json, models.json, and recent session files to produce recommendations and a security report. Those file reads are necessary for the stated features and therefore proportionate.
Instruction Scope
SKILL.md and advisor.js explicitly instruct and implement reading recent session messages (~5 sessions) and openclaw.json to analyze task types and compute security metrics. That is within the stated purpose, but it means the skill will access and analyze private user messages and local gateway configuration (which may contain sensitive fields). There are no instructions to send data to remote endpoints in the visible code.
Install Mechanism
No install spec is provided (instruction-only skill) and the included script is intended to be executed locally with node. No remote downloads or extract/install steps are present, so nothing extra will be written to disk beyond running the packaged script.
Credentials
The skill requests no environment variables, no credentials, and no config paths beyond those under the user's ~/.openclaw directory. The requested access (openclaw.json, models.json, sessions directory) is appropriate for its functionality.
Persistence & Privilege
always is false and the skill does not request permanent presence or modify other skills. It only reads local files and prints recommendations — no elevated platform privileges are requested.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install model-advisor
  3. After installation, invoke the skill by name or use /model-advisor
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of model-advisor skill. - Automatically recommends the best Claude model based on recent user task history or specified task description. - Analyzes OpenClaw security settings from local configuration and outputs a security score (0-100) with improvement suggestions. - Supports four modes: history-based recommendation, description-based recommendation, security score, and full report. - Provides reference tables for model selection and security evaluation dimensions.
Metadata
Slug model-advisor
Version 0.1.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is Model Advisor?

模型推荐 + OpenClaw 安全系数分析工具。当用户询问"用哪个模型"、"推荐模型"、"适合什么模型"、"安全系数"、"openclaw 安全"、"根据历史"时触发。功能:(1) 根据历史会话自动分析任务类型并推荐最优的 Claude 模型(auto 模式),(2) 根据用户描述的任务推荐最优模型(recom... It is an AI Agent Skill for Claude Code / OpenClaw, with 308 downloads so far.

How do I install Model Advisor?

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

Is Model Advisor free?

Yes, Model Advisor is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Model Advisor support?

Model Advisor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Model Advisor?

It is built and maintained by MrKangZuBin (@mrkangzubin); the current version is v0.1.0.

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