AI Blocks › Think it through and decide
Multi-model answer panel
Ask one question. Get answers from several open AI models, ranked, plus one final answer.
Multi-model answer panel is a free AI skill for the job "Think it through and decide". Give the instructions to an AI assistant that supports the required files and tools, then review its output.
Free · No account · CC BY 4.0 licence · Made by sickn33
Made by sickn33. See the original on GitHub; we copied it as it is, with its licence.
What it does
One question answered by several open AI models, ranked by each other, then boiled down to one final answer. You see every answer and every ranking, so nothing is hidden. It follows Andrej Karpathy's council idea in three rounds. Round one: every model answers alone, in parallel. Round two: each model ranks the others' answers with the names removed. Round three: a chairman model reads all of it and writes the final answer. You pick the council and the chairman. Raw responses are saved to files and shown unedited. It needs a Fireworks AI account and API key, which has a cost.
You give it
- Your question
- Which models sit on the council
- Which model is chairman
- A Fireworks AI account and key
You get
- Each model's own answer
- Anonymous rankings between them
- A final combined answer
- Saved files with all raw responses
Use it when
- You have a hard question and want more than one opinion.
- You want to see where models disagree.
- You are comparing open models on your own questions.
- A decision is important enough to check twice.
How to use it
- Add it to your AI once: download it and add the folder to Claude, ChatGPT or Codex as a skill.
- Ask for the job in your own words. Your AI opens the skill when it fits.
- It works best when your AI can run code and use your Fireworks API key.