Menu
Use when wanting to interact with any LLM - Explains available inference endpoints so the agent selects suitable models.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when adding external browser dependencies via CDN - Provides CDN selection guidance to ensure reliable script loading.
Use when persisting tool data in Cloudflare KV - Describes bindings, key naming, and function conventions.
Use when building GitHub-based features - Explains auth token usage, Gist reading/writing and rendering helpers.
Use when building interactive map tools - Explains MapLibre setup, tiles, and common UI patterns.
Use when creating or updating SKILL.md documentation - Explains how and why to create a skill.
| name | llm-inference |
| description | Use when wanting to interact with any LLM - Explains available inference endpoints so the agent selects suitable models. |
The Cloudflare Pages function functions/cerebras-chat.ts provides OpenAI-compatible LLM inference. See tools/cerebras-llm-inference/index.html for a working example.
| Model | Max context tokens | Requests / minute | Tokens / minute |
|---|---|---|---|
| gpt-oss-120b | 65,536 | 30 | 64,000 |
| llama-3.3-70b | 65,536 | 30 | 64,000 |
| llama3.1-8b | 8,192 | 30 | 60,000 |
| qwen-3-235b-a22b-instruct-2507 | 65,536 | 30 | 64,000 |
| qwen-3-235b-a22b-thinking-2507 | 65,536 | 30 | 60,000 |
| qwen-3-32b | 65,536 | 30 | 64,000 |
| zai-glm-4.6 | 64,000 | 10 | 150,000 |
llama3.1-8b is the fastest option.zai-glm-4.6 is the most powerful option.gpt-oss-120b remains the best all rounder.LLMs are not just for chat: they can be used to process any string in any arbitrary way. If making a tool that requires the LLM to respond in a specific way or format then be very clear and explicit in its system prompt; eg what to include/exclude, plain/markdown formatting, length, etc.