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hoopan007

AI Model Watcher

by Hoopan · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
161
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Install in OpenClaw
/install model-watcher
Description
Discover, store, and inspect AI model catalog entries from one or more sources. Use when the user wants to sync a model catalog into SQLite, see newly discov...
Usage Guidance
This skill appears to do what it says: it calls the public OpenRouter models API and stores results in a local SQLite DB (default path skills/model-watcher/data/model-watcher.db). Before installing/run: (1) confirm you are comfortable allowing the agent to make outbound requests to https://openrouter.ai and to create files under the skill directory; (2) note the implementation is currently hardcoded to OpenRouter—if you expected multiple sources you will need to modify the code; (3) review/execute the included Python script in a safe environment if you want to inspect its behavior (it has no secret exfiltration or unusual system access); (4) consider where the DB will be stored and whether that data is acceptable to keep locally. If you need support for additional sources or authentication, plan to audit and extend the script accordingly.
Capability Analysis
Type: OpenClaw Skill Name: model-watcher Version: 1.0.0 The model-watcher skill is a legitimate utility designed to track and catalog AI models from the OpenRouter API. The Python script (scripts/model_watcher.py) uses standard libraries to perform HTTP GET requests to a known endpoint (openrouter.ai) and stores the results in a local SQLite database using safe, parameterized queries. No evidence of data exfiltration, unauthorized file access, or malicious instructions was found in the code or documentation.
Capability Assessment
Purpose & Capability
Overall coherent: the skill finds models, normalizes them, and stores them in a local SQLite DB as described. Minor inconsistency: SKILL.md and schema emphasize 'one or more sources' and future extensibility, but the shipped implementation hardcodes SOURCE = 'openrouter' and API_URL = 'https://openrouter.ai/api/v1/models' (no pluggable sources included). This is likely an implementation detail rather than malicious.
Instruction Scope
Runtime instructions and examples map directly to the included Python script. The script only: performs an HTTPS GET to openrouter.ai, normalizes JSON, and reads/writes a local SQLite DB under skills/model-watcher/data/model-watcher.db (or an overridden --db). It does not read other system files, environment variables, or contact unexpected external endpoints.
Install Mechanism
No install spec is provided (instruction-only plus a local script). No external downloads, package installs, or archive extraction are present in the repo. The risk surface is limited to executing the included Python script.
Credentials
The skill requests no environment variables or credentials. Network access to openrouter.ai and permission to create a local SQLite file are the only required capabilities, which are proportional to the stated purpose.
Persistence & Privilege
always:false and no special privileges are requested. The skill only creates/uses its own data file and DB schema and does not attempt to modify other skills or system-wide agent configuration.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install model-watcher
  3. After installation, invoke the skill by name or use /model-watcher
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: discover, store, and inspect AI model catalog entries from local and remote sources.
Metadata
Slug model-watcher
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is AI Model Watcher?

Discover, store, and inspect AI model catalog entries from one or more sources. Use when the user wants to sync a model catalog into SQLite, see newly discov... It is an AI Agent Skill for Claude Code / OpenClaw, with 161 downloads so far.

How do I install AI Model Watcher?

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

Is AI Model Watcher free?

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

Which platforms does AI Model Watcher support?

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

Who created AI Model Watcher?

It is built and maintained by Hoopan (@hoopan007); the current version is v1.0.0.

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