Atom of Thoughts reasoning framework as Claude skills. Based on "Atom of Thoughts for Markov LLM Test-Time Scaling" (Teng et al., NeurIPS 2025).
No MCP server needed — Claude internalizes the decomposition-contraction methodology and applies it natively.
| Skill | File | Description |
|---|---|---|
atom-of-thoughts |
SKILL.yaml |
Full AoT: DAG decomposition, contraction, confidence scoring, verification, termination (depth 5) |
atom-of-thoughts-light |
SKILL.yaml |
Fast variant: single cycle, depth 3, simplified confidence |
Prompt templates for decompose/contract/verify phases in atom-of-thoughts/references/prompts.yaml.
skills/
├── atom-of-thoughts/
│ ├── aot.yaml
│ └── references/prompts.yaml
└── atom-of-thoughts-light/
└── aot-light.yaml
Token-efficient and LLM-friendly. Structured data parses cleaner than prose markdown for instruction-following.