proof-writer

To write rigorous mathematical proofs for ML theory, provide an exact theorem statement with explicit assumptions and any sketch, and the agent generates a complete PROOF_PACKAGE.md containing step-by-step justifications and a dependency map.

Formalizing an informal proof sketch into a machine-checkable format requires normalizing assumptions and clarifying notation to reduce ambiguity, then producing a structured proof package with a dependency map and explicit justifications.

Yes, you can use this to draft lemmas and corollaries, as well as full theorems, propositions, and proof sketches for ML/AI theory. It fills gaps and clarifies notation across all these mathematical statement types.

If a mathematical claim cannot be justified during proof drafting, the tool issues a blockage report. It also classifies the proof status as provable as stated, provable after weakening, or not justified.

No specific dependencies or frameworks are required to run proof-writer. You simply provide the exact theorem statement with explicit assumptions and any sketch to generate the proof package.