AOT-SKILLS MCP Server
freyzo/AOT-SKILLS
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Atom of Thoughts reasoning framework as Claude skills — no MCP server needed.
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freyzo/AOT-SKILLS is a MCP server. Atom of Thoughts reasoning framework as Claude skills — no MCP server needed. Topics: reasoning.
Ranked #57 out of 100 indexed tools.
Actively maintained with commits in the last week.
Ecosystem
No license
reasoning
Score Breakdown
Stars 15% 4
4 stars → early stage
Freshness 25% 3d ago
Last commit 3d ago → actively maintained
Issue Health 25% 50%
No issues filed → no history to score
Contributors 10% 1
1 contributor → solo project
Dependents 25% 0
No dependents → no downstream usage
npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License None
Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →
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Description low impact
License low impact
Contributors medium impact
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From the README
# AoT-Skills
Atom of Thoughts reasoning framework as Claude skills. Based on ["Atom of Thoughts for Markov LLM Test-Time Scaling"](https://arxiv.org/abs/2502.12018) (Teng et al., NeurIPS 2025).
No MCP server needed — Claude internalizes the decomposition-contraction methodology and applies it natively.
## Skills
| 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`.
## Structure
```
skills/
├── atom-of-thoughts/
│ ├── aot.yaml
│ └── references/prompts.yaml
└── atom-of-thoughts-light/
└── aot-light.yaml
```
## Why YAML
Token-efficient and LLM-friendly. Structured data parses cleaner than prose markdown for instructio Read full README on GitHub → Get the weekly AgentRank digest
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