High-performance Python code flow analysis with NLP query processing - CFG, DFG, call graphs, and intelligent code queries

Goal - Automated git push with enterprise-grade commit intelligence, smart conventional commit generation based on deep code analysis, and interactive release workflow management.

curllm - Intelligent browser automation with local LLMs (Qwen, Llama, Mistral) for data extraction and form automation using a dynamic LLM-DSL architecture without hardcoded selectors.

Toonic — Universal TOON Format Platform for LLM-optimized file representations

Text-interface LLM control plane for semcod/coru shell automation (pair with gillm for GUI).

NLP2CMD - Transforms natural language into domain-specific commands (SQL, Shell, Docker, Kubernetes) using a multi-layered detection pipeline and thermodynamic optimization.

Closed-loop automation across semcod/ repositories.

✓ DoMD - Do Markdown Docs - automatically detect, run and show working commands in DONE.md and errors in TODO.md markdown files

Regression Index — detect and measure code quality regressions between git versions

High-performance Python code flow analysis with optimized TOON format - CFG, DFG, call graphs, and intelligent code queries

WUP (What's Up) - Intelligent file watcher for regression testing in large projects

Cross-layer dependency correlation and safe refactoring planner for applications.

Analyze test value, coverage, duplication, and generate LLM planfiles

Declarative quality gate loops for AI-assisted development

Intelligent LLM model router driven by real code metrics — successor to preLLM

Hardware Interface LLM — control displays, cameras, audio, USB, serial, Modbus, and more.

Infrastructure anomaly detection and monitoring tool

Reusable Python SDK for the NLP2DSL platform

A Python package for musical string manipulation and analysis

AI-powered Linux/Windows diagnostics and repair – audio, hardware, system issues