← Back to Skills Marketplace
top-coding-models
by
WaiYanNyeinNaing
· GitHub ↗
· v1.0.0
· MIT-0
100
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install top-coding-models
Description
Use when user wants benchmark rankings, pricing, token limits, or IDE compatibility info for top 20 agentic coding models. Supports OpenRouter, OpenAI, Anthr...
Usage Guidance
This skill includes a Python script that makes live HTTP GET requests to https://benchlm.ai and https://openrouter.ai to gather model and pricing data. It does not request credentials or access local files. If you are comfortable allowing outgoing requests to those two domains, the skill appears safe and coherent with its stated purpose. If you want extra caution: (1) review the full script locally before running, (2) run it in a restricted environment or with network egress only to the two domains, or (3) inspect any dynamic name-matching results before using them for automated actions (the script uses fuzzy matching which can occasionally map names imperfectly).
Capability Analysis
Type: OpenClaw Skill
Name: top-coding-models
Version: 1.0.0
The skill bundle is a legitimate tool designed to fetch and compare AI coding model benchmarks and pricing from BenchLM and OpenRouter. The Python script (fetch_models.py) performs standard API requests to authorized endpoints (benchlm.ai and openrouter.ai) and processes the data for display without any suspicious behavior, unauthorized file access, or credential theft. The documentation (SKILL.md) provides clear, helpful instructions for the AI agent that are entirely consistent with the tool's stated purpose.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description (top coding models, pricing, token limits, IDE compatibility) match the implementation: the script fetches BenchLM leaderboard data and OpenRouter model data and cross-references them. The declared capabilities are proportional to the required actions.
Instruction Scope
SKILL.md directs the agent to run the included Python script and describes network calls only to BenchLM and OpenRouter. The runtime instructions do not ask the agent to read unrelated local files, environment variables, or to transmit data to other endpoints.
Install Mechanism
No install spec is present (instruction-only skill with an included script). There is no remote download or installer; the included Python script runs with standard library urllib, so install risk is low.
Credentials
The skill declares no required environment variables, credentials, or config paths and the code does not read os.environ or other secrets. The SKILL.md gives example provider env var usage (e.g., ANTHROPIC_BASE_URL) but those are illustrative, not required by the script.
Persistence & Privilege
always is false, the skill is user-invocable and does not request permanent presence or modify other skills/system configuration. It performs only outgoing HTTP GETs at runtime.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install top-coding-models - After installation, invoke the skill by name or use
/top-coding-models - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the top-coding-models skill.
- Fetches live benchmark and pricing data for the top 20 agentic coding models from BenchLM and OpenRouter APIs.
- Outputs structured tables with rankings, costs, capabilities, and IDE compatibility for major coding tools (e.g., Claude Code, Cursor, Windsurf).
- Highlights cost-performance analysis, free-tier models, and integration steps for supported IDEs.
- Includes decision guides, best practices, and a quick start for immediate use.
Metadata
Frequently Asked Questions
What is top-coding-models?
Use when user wants benchmark rankings, pricing, token limits, or IDE compatibility info for top 20 agentic coding models. Supports OpenRouter, OpenAI, Anthr... It is an AI Agent Skill for Claude Code / OpenClaw, with 100 downloads so far.
How do I install top-coding-models?
Run "/install top-coding-models" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is top-coding-models free?
Yes, top-coding-models is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does top-coding-models support?
top-coding-models is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created top-coding-models?
It is built and maintained by WaiYanNyeinNaing (@waiyannyeinnaing); the current version is v1.0.0.
More Skills