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klietus/SignalZero

51

Local first symbolic reasoning stack for large language models. Inference provider agnostic.

What's novel

Local first symbolic reasoning stack for large language models. Inference provider agnostic.

Code Analysis

0 files read · 4 rounds

This repository serves as a documentation and configuration hub for the SignalZero system, containing utility scripts and JSON data definitions rather than the core application logic which resides in external Node.js/React repositories.

Strengths

The project demonstrates a clear separation of concerns by offloading the heavy lifting (backend kernel, UI) to specialized external repositories, allowing this repo to focus on documentation, metadata, and utility tools. The architecture diagram and README accurately describe the distributed nature of the system.

Weaknesses

As a code repository, it lacks substantive implementation logic; all core functionality is external. The only Python files present are simple utilities (token counting, catalog precompilation) with no error handling or tests visible in this context.

Score Breakdown

Innovation
6 (25%)
Craft
41 (35%)
Traction
6 (15%)
Scope
55 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+1
Concept Novelty+2

Craft

Ci-2
Tests-3
Polish+1
Releases+1
Has License+5
Code Quality+9
Readme Quality+15
Recent Activity+7
Structure Quality+3
Commit Consistency+5
Has Dependency Mgmt+0

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+0

Scope

Commits+8
Languages+5
Subsystems+0
Bloat Penalty+0
Completeness+6
Contributors+5
Authored Files+12
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8

Evidence

Commits

63

Contributors

1

Files

46

Active weeks

14

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

3

Forks

0

License

MIT