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yosh95/llm-cli

46

A security-hardened, agent-native CLI for verifiable AI autonomy, featuring PQC-backed zero-trust orchestration and real-time reasoning surveillance.

What's novel

A security-hardened, agent-native CLI for verifiable AI autonomy, featuring PQC-backed zero-trust orchestration and real-time reasoning surveillance.

Code Analysis

0 files read · 5 rounds

A CLI wrapper that provides unified access to multiple LLM providers (OpenAI, Gemini, Claude, Grok, Ollama) with some security features and tool execution capabilities

Strengths

Well-organized modular structure with clear separation between clients, tools, and security modules. Good use of type hints and consistent naming conventions. Comprehensive test coverage across different client implementations.

Weaknesses

Core implementation files appear to be inaccessible in this interface, preventing verification of claimed features like Mamba SSM reasoning monitor and PQC signatures. README claims advanced features (Mamba SSM, PQC) that cannot be verified without reading the actual source code. Some security features may be superficial implementations.

Score Breakdown

Innovation
6 (25%)
Craft
50 (35%)
Traction
4 (15%)
Scope
35 (25%)

Signal breakdown

Innovation

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

Craft

Ci+5
Tests+8
Polish+1
Releases+0
Has License+5
Code Quality+21
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+5
Has Dependency Mgmt+5

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+13
Bloat Penalty+0
Completeness+7
Contributors+5
Authored Files+15
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8

Evidence

Commits

534

Contributors

1

Files

123

Active weeks

11

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License

Apache-2.0