{"repo":"JoaquinRuiz/SpecJudge","free":true,"listed":false,"github":"https://github.com/JoaquinRuiz/SpecJudge","clone":"git clone https://github.com/JoaquinRuiz/SpecJudge.git","description":"Local-first CLI that reads your Spec-Driven Development artifacts and recommends the best value-for-money AI model to implement them. Powered by Ollama — your specs never leave your machine.","language":"Python","stars":43,"topics":["ai-tools","cli","cost-optimization","developer-tools","llm","local-first","ollama","privacy","python","spec-driven-development"],"license":"MIT","category":"cli-tools","readme_excerpt":"🧑‍⚖️ SpecJudge Stop guessing which AI model to use. Ask your specs. SpecJudge reads your Spec-Driven Development artifacts and tells you which AI model actually fits the job — before you spend a single token implementing it. --- Here it is on a real spec — examples/task-manager , a small CRUD web app, is included in this repo so you can run it yourself: Abridged: the real run scores all 37 models in the catalog and lists every one of them. Prices and ratings above are generated from data/models.yaml , so they cannot go stale silently. Mistral Small 3.2 24B (local) is right-sized for this project and costs nothing per token — it runs on your own hardware. Claude Fable 5 , the priciest option this project does not need, bills $50.00/M output, $10.00/M input. If you would rather not self-host, the cheapest hosted model that still fits is DeepSeek V4 Flash at $0.28/M output, $0.14/M input — 179× cheaper on output than reaching for the frontier. The demand profile was estimated once by a local judge and pinned, so this example is reproducible without Ollama; everything else is generated from the live catalog. Add --open for a visual matrix in your browser, filterable by model family and by open source. The problem You've finished defining a project with Spec-Driven Development. Now you have to pick a model to implement it. Two expensive mistakes are waiting: Mistake Cost --- --- Model too powerful for the job You pay for capability the project never uses Model too limited for the","default_branch":null,"files":null,"tree":[],"storefront":"/r/JoaquinRuiz","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/JoaquinRuiz/SpecJudge/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}