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RamanEbrahimi
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proof-writer

Generate mathematical proofs for ML/AI theory with status classification and dependency maps.

3|Updated Apr 17, 2026
Search Tags:#proof writing#mathematical proof#proof verification#ML/AI theory#theorem drafting
One-click install
npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill proof-writer-ramanebrahimi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: proof-writer
Source: https://github.com/RamanEbrahimi/raman-marketplace/tree/main/plugins/agentic-research/skills/proof-writer
Command: npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill proof-writer-ramanebrahimi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the drafting of rigorous mathematical proofs, streamlining the process of theorem and lemma development for ML/AI theory.

Core Features & Use Cases

  • Automated Proof Writing: Generates mathematical proofs based on provided statements, assumptions, and desired output style.
  • Proof Status Classification: Determines whether a claim is provable as stated, provable with modifications, or not currently justified.
  • Proof Strategy Development: Assists in developing a proof strategy for various types of mathematical arguments (e.g., direct, contradiction, induction).

Quick Start

Provide the theorem statement and assumptions, then use the proof-writer skill to produce a proof draft.

Frequently Asked Questions about proof-writer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate mathematical proof drafting for ML/AI theory?▼

Automate mathematical proof drafting by providing theorem statements, assumptions, and desired output style to generate a rigorous proof document with status classification and dependency map.

Can I verify if a theorem is provable as stated or needs modifications?▼

Yes, proof verification includes classifying the theorem status as provable as stated, provable with modifications, or not currently justified based on the provided assumptions.

What is the best way to develop a proof strategy for ML/AI theorems?▼

Develop a proof strategy by supplying the theorem statement to the automated system, which assists in formulating direct, contradiction, or induction mathematical arguments.

Does automated proof writing work without external dependencies?▼

Automated proof writing works independently without external dependencies, utilizing internal scripts and references to produce rigorous mathematical proofs for ML/AI theory.

What inputs do I need to provide to generate a mathematical proof?▼

To generate a mathematical proof, you need to provide the theorem statement, underlying assumptions, and the desired output style for the automated proof drafting process.

Why does proof writing require a dependency map in the output?▼

Proof writing includes a dependency map in the output to track logical dependencies, ensuring the rigorous mathematical arguments maintain structural integrity and traceability.

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