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Numina Lean Agent An Open And General Agentic

Agentic systems have recently become the dominant paradigm for formal theorem proving, achieving strong performance by coordinating multiple models and tools. However, existing approaches often rely on task-specific pipelines and trained formal provers, limiting their flexibility and reproducibility. In this paper, we propose the paradigm that directly uses a general coding agent as a formal math reasoner. This paradigm is motivated by (1) A general coding agent provides a natural interface for ...

adu2021 Updated
AI & ML

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Overview

This skill covers numina-lean-agent: an open and general agentic reasoning system for formal mathematics. It addresses critical challenges in autonomous agent development.

Key Concepts

The paper introduces novel approaches to:

  • Agent evaluation and benchmarking
  • Improving agent efficiency and reasoning
  • Designing robust agent systems

When to Use

Use this when working on:

  • Agent-based systems and evaluation
  • Autonomous reasoning and planning
  • Multi-agent frameworks

When NOT to Use

  • Non-agent applications
  • Tasks requiring implementation code (see the paper)

References

adu2021/skillxiv/tree/main/skills/skillxiv-v0.0.2-claude-opus-4.6/numina-lean-agent-an-open-and-general-agentic commit fbe4549b12

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