Atomise - AoT Reasoning

关于

Atomise is a specialized reasoning skill for Claude Code that implements the Atom of Thoughts (AoT) framework to solve intricate problems that linear reasoning might fail to address. By breaking challenges down into minimal "atoms" of thought—each with its own confidence score and verification status—it prevents error accumulation and allows for systematic backtracking when logic paths prove unproductive. It is particularly effective for high-stakes tasks like security auditing, architectural design, and deep debugging where precision and verifiable steps are more critical than speed.

主要功能

• Automated backtracking and path pruning for low-confidence logic branches
• Domain-specific modes for Math, Code, Security, and Design
• 7 GitHub stars
• Atomic problem decomposition to prevent linear error accumulation
• Dynamic confidence tracking with heuristic-based propagation
• Aggressive state contraction to maintain focus on the core logical path

使用场景

• Conducting deep-dive security audits and threat modeling
• Evaluating large-scale architectural trade-offs and design constraints
• Analyzing complex race conditions or memory leaks in software