Atom Of Thoughts

Atom of Thoughts is a reasoning framework based on the decomposition - contraction mechanism. It systematically verifies complex problems by decomposing them into atomic thinking units and provides both full - version and light - version tools.

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rating : 2.5 points

downloads : 37

update time : 2025-04-29

What is Atom of Thoughts?

Atom of Thoughts is a tool based on decomposition reasoning that solves problems by breaking down complex problems into independent and reusable atomic-level thinking units.

How to use Atom of Thoughts?

Using Atom of Thoughts requires defining premises, reasoning, assumptions, verification, and conclusions to gradually build solutions to problems.

Applicable scenarios

Suitable for tasks such as solving complex problems, generating multi - perspective verified hypotheses, and ensuring decision - making accuracy.

Main features

Full - version Atom of ThoughtsA comprehensive tool that supports in - depth analysis and solving complex problems.

Light - version Atom of ThoughtsA simplified version optimized for speed and efficiency.

Decomposition mechanismDecompose complex atoms into smaller sub - atoms for layer - by - layer verification.

Contraction mechanismMerge sub - atoms back into the original atom after verification is completed.

Automatic termination mechanismAutomatically end when the maximum depth is reached or a highly credible conclusion is found.

Advantages and limitations

Advantages

Supports complex multi - perspective verification

Reduces the possibility of logical errors

Clearly tracks dependencies

Limitations

Initial setup may be complex

May be less efficient for simple problems

How to use

Define premises

Determine the basic assumptions and known information of the problem.

Create reasoning

Derive new logical relationships based on premises.

Propose hypotheses

Generate possible solutions based on reasoning.

Verify hypotheses

Verify the validity of hypotheses through experiments or calculations.

Draw conclusions

Generate final conclusions based on verification results.

Usage examples

Case 1: Solving math problemsGradually solve math problems by decomposing hypotheses and verifying them.

Case 2: Generating business reportsUse AOT to generate multi - perspective business analysis reports.

Frequently Asked Questions

Is Atom of Thoughts suitable for simple daily tasks?

How to check the termination status of AOT?

Can the maximum depth of AOT be customized?

Related resources

Official documentation

Detailed usage instructions and API documentation.

GitHub repository

Source code and example code.

Demo video

Intuitively demonstrates the working principle of AOT.

🚀 Atom of Thoughts

Atom of Thoughts is a method that mimics the meticulous human thinking process, especially suitable for solving complex problems.

🚀 Quick Start

Atom of Thoughts is a method that mimics the meticulous human thinking process, especially suitable for solving complex problems. It forms the final conclusion by gradually decomposing and analyzing each part of the problem.

📦 Installation

Automatic Installation via Smithery

To automatically install Atom of Thoughts for Claude Desktop via Smithery:

npx -y @smithery/cli install @kbsooo/mcp_atom_of_thoughts --client claude

Configuration Method for MCP Server

To use the MCP server of Atom of Thoughts in Claude Desktop or Cline, you need to register the server in the MCP settings. Here is an example configuration:

{ 
  "mcpServers": { 
    "atom-of-thoughts": { 
      "command": "node", 
      "args": ["/ABSOLUTE/PATH/TO/PARENT/FOLDER/atom-of-thoughts/build/index.js"], 
      "disabled": false, 
      "autoApprove": [] 
    } 
  } 
}

⚠️ Important Note

Replace /ABSOLUTE/PATH/TO/PARENT/FOLDER with the actual absolute path where the project is located. After saving the configuration, restart Claude Desktop or Cline to use the Atom of Thoughts MCP server.

💻 Usage Examples

Comparison between Atom of Thoughts and Sequential Thinking

Concept Comparison

Atom of Thoughts: Forms the final conclusion by decomposing each part of the problem and gradually analyzing and verifying each part.
Sequential Thinking: Advances the thinking process sequentially in a logical order, usually used to solve relatively simple or linear problems.

Applicable Scenarios

Atom of Thoughts is suitable for:
- Handling highly complex systematic problems.
- Situations where multiple hypotheses need to be verified and excluded.
- Emphasizing the accuracy and credibility of the results.
Sequential Thinking is suitable for:
- Solving relatively simple or linear logical problems.
- Scenarios where the thinking process needs to be advanced quickly to reach a conclusion.

Comparison of Advantages and Disadvantages

Property	Atom of Thoughts	Sequential Thinking
Complexity	Can handle highly complex systematic problems.	More suitable for simple or linear logical problems.
Verification Ability	Emphasizes the verification and exclusion of each hypothesis, with high credibility of results.	The verification process may not be comprehensive enough and depends on the initial hypothesis.
Flexibility	Can flexibly adjust the direction and depth during the thinking process.	The thinking path is relatively fixed, and it is difficult to change the direction midway.
Efficiency	May require more time and resources to complete detailed analysis.	Relatively efficient, suitable for quickly advancing problem - solving.
Result Accuracy	The results are usually more accurate and reliable.	There may be a higher risk of errors, especially when the hypothesis is not valid.

🔧 Technical Details

Advantages of Atom of Thoughts

Systematic: By decomposing each part of the problem, it ensures that the thinking process comprehensively covers all possible factors.
Verifiable: Each hypothesis is strictly verified and excluded, reducing the possibility of wrong decisions.
Accurate: Through meticulous analysis and verification, the results are more accurate and reliable.
Adaptable: Can flexibly handle complex and changeable problem scenarios.

Advantages of Sequential Thinking

Concise: The logic is clear, and the thinking path is simple and straightforward.
Efficient: Suitable for quickly advancing problem - solving, especially when time is limited.
Direct: Can quickly reach a conclusion, suitable for simple logical reasoning problems.

📚 Documentation

Atom of Thoughts and Sequential Thinking each have their applicable scenarios, advantages, and disadvantages. When dealing with complex problems, the advantages of Atom of Thoughts are more obvious; while when dealing with simple or linear problems, Sequential Thinking is more efficient and direct. Choosing the appropriate thinking method depends on the specific problem type and requirements.