CodeLogician
CodeLogician is the neurosymbolic agentic governance framework for AI-powered coding.
It helps your coding agent think logically about the code it's producing and test cases it's generating. The fundamental flaw that all LLM-powered assistants have is the reasoning they're capable of is based on statistics, while you need rigorous logic-based automated reasoning.
- Generated code is based on explainable logic, not pure statistics
- Generated test cases are generated come with quantitative coverage metrics
- Generated code is consistent with the best security practices leveraging formal verification
To run CodeLogician, please obtain an Imandra Universe API key available (there's a free starting plan)
at Imandra Universe and make sure it's available in your environment as IMANDRA_UNI_KEY.
Three typical workflows:
- DIY mode - this is where your agent (e.g. Grok) uses the CLI to:
- Learn how to use IML/ImandraX via
doccommand (e.g.codelogician doc --help) - Synthesizes IML code and uses the
evalcommand to evaluate it - If there're errors, use
codelogician doc view errorscommand to study how to correct the errors and re-evalute the code
- Agent/multi-agent mode - CodeLogician IML Agent is a Langgraph-based agent for automatically formalizing source code into Imandra Modeling Language (IML).
- With
agentcommand you can formalize a single source code file (e.g.codelogician agent PATH_TO_FILE) - With
multiagentcommand you can formalize a whole directory (e.g.codelogician agent PATH_TO_DIR)
- Server
- This is a "live" and interactive version of the
multiagentcommand - It monitors the filesystem and fire's off formalization tasks on source code updates as necessary
- You can start the server and connect to it with the TUI (we recommend separate terminal screens)
Learn more at CodeLogician!
To get started,
codelogician --help
1 maintainer
Release files for codelogician 2.18.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| codelogician-2.18.0.tar.gz | 111.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| codelogician-2.18.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 261.5 kB
Release files / codelogician-2.18.0.tar.gz
| Download URL | codelogician-2.18.0.tar.gz |
|---|---|
| Size | 111.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.8.22
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Release files / codelogician-2.18.0-py3-none-any.whl
| Download URL | codelogician-2.18.0-py3-none-any.whl |
|---|---|
| Size | 150.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.8.22
|
