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@semcod

SEMCOD

Open-source ecosystem for semantic code optimization — analysis, quality gates, LLM automation and delivery.

Semcod

Organization Projects License

Ekosystem open-source do semantycznej optymalizacji kodu — analiza, jakość, automatyzacja LLM, orchestracja i delivery.


Projekty

Automation

Projekt Opis Język
koru · www Closed-loop automation across semcod/ repositories. Python
planfile · www SDLC automation platform - strategic project management with CI/CD integration and automated bug-fix loops Python

Code Analysis

Projekt Opis Język
code2llm · www High-performance Python code flow analysis with optimized TOON format - CFG, DFG, call graphs, and intelligent code queries Python
code2logic · www High-performance Python code flow analysis with NLP query processing - CFG, DFG, call graphs, and intelligent code queries Python

DevOps

Projekt Opis Język
mcp · www Initialize semcod MCP stack integration for Cursor, VS Code, Claude and other IDEs — init, doctor, validate, analyze. Python

Developer Tools

Projekt Opis Język
goal · www Goal - Automated git push with enterprise-grade commit intelligence, smart conventional commit generation based on deep code analysis,… Python

LLM & Agents

Projekt Opis Język
curllm · www curllm - Intelligent browser automation with local LLMs (Qwen, Llama, Mistral) for data extraction and form automation using a dynamic… Python
prellm · www Prellm Python

NLP & Voice

Projekt Opis Język
nlp2cmd · www NLP2CMD - Transforms natural language into domain-specific commands (SQL, Shell, Docker, Kubernetes) using a multi-layered detection… Python

Projects

Projekt Opis Język
algitex · www Progressive algorithmization toolchain — from LLM to deterministic code, from proxy to tickets Python
ats-benchmark · www Ats Benchmark Python
clickmd · www Markdown rendering for CLI applications with syntax highlighting HTML
code2docs · www Auto-generate and sync project documentation from source code analysis Python
code2schema · www Semantic compiler: Code → AST → CQRS Model → Workflow DAG → Proto/Schema HTML
codot · www CQRS-URL Platform - Commands and Queries as URL-addressable resources HTML
costs · www Zero-config AI cost calculator per commit/model with liteLLM HTML
dbos · www Dbos HTML
deta · www Infrastructure anomaly detection and monitoring tool Python
docval · www Validate and refactor Markdown documentation against source code using heuristics + LLM Python
domd · www !License: Apache-2.0 !Python Version !Code Style: Black !Tests !Docker Support !Documentation Python
env2llm · www Generate environment maps (services, artifacts, env vars) for LLM decision-making HTML
fixop · www Infrastructure fix operations — detect and repair DNS, firewall, containers, TLS, systemd issues HTML
fixos · www AI-powered Linux/Windows diagnostics and repair – audio, hardware, system issues Python
gillm · www GUI Control Plugin with NLP & Intent Contracts HTML
giton · www Local AI layer for git: orchestrates policies & plugins between commit and push. HTML
godot · www Godot HTML
heal · www A Python package for healing and wellness Python
hillm · www Hardware Interface LLM — control displays, cameras, audio, USB, serial, Modbus, and more. Python
imgl · www Image to Layout — screenshot OCR and semantic UI reconstruction Python
intract · www Intent contract tagging, validation and semantic mapping for codebases. HTML
iterun · www DSL-based intent execution system with iterative refinement, featuring AI-powered suggestions via Ollama, safe simulation, and automatic… HTML
llx · www Intelligent LLM model router driven by real code metrics — successor to preLLM Python
mdflow · www Markdown dependency analyzer — extract all dependencies, generate diagrams and charts HTML
metrun · www Execution Intelligence Tool — Bottleneck Engine + Human Report Generator Python
nexu · www Visual Intent Contract Orchestrator: freeze project slices, evolve capsules, verify intent contracts. Python
nfo · www Automatic function logging system with decorators, supporting multiple output sinks (SQLite, CSV, Markdown, Prometheus) and LLM-powered… Python
nlp2dsl · www Reusable Python SDK for the NLP2DSL platform Python
nlp2env · www MCP server for reading and writing .env variables (email/SMTP and custom keys) Python
nlp2uri · www Natural language to URI resolution and cross-platform local URI execution Python
nxdo · www Generate the next 10 project tasks from project state, git history and an LLM prompt. HTML
op3 · www Layered operations tree — observe, diff, orchestrate infrastructure as data Python
pactfix · www Real-time Bash script analyzer and auto-fixer with ShellCheck integration. Python
pfix · www Self-healing Python — catches runtime errors, fixes code & dependencies via LLM + MCP Python
prefact · www Python code quality tool with LLM-aware rules, plugin system, and enterprise features Python
protos · www Migration tool and delegation platform for extracting bounded slices from legacy systems Python
proxym · www Intelligent AI proxy with multi-provider routing, semantic caching, and delta context buffers Python
pyqual-demo · www Pyqual Demo HTML
qualbench · www CI for AI-generated code — measures production readiness, not just correctness Python
redsl · www ReDSL — Refactor + DSL + Self-Learning. LLM-powered autonomous code refactoring. Python
redup · www Code duplication analyzer and refactoring planner for LLMs HTML
regix · www Regression Index — detect and measure code quality regressions between git versions Python
regres · www Regression/import diagnostics helpers with TOON reports Python
reko · www Refaktoryzacja hardkodowanych wartości, struktur i kodu w projektach Python HTML
repatch · www Scope-based HTML/CSS/DOM patch utilities and LLM patch helpers HTML
resplit · www Historical deployment analysis — walk git history, deploy per day, test all endpoints, capture screenshots, restore working fragments Python
semcod · www A Python package for musical string manipulation and analysis Python
skillm · www Skillm Python
sumd · www SUMD - Structured Unified Markdown Descriptor for AI-aware project documentation Python
swop · www Bi-directional runtime reconciler and drift-aware state graph for full-stack systems Python
tagi · www Orchestrator for Git change shipments Python
taskill · www Daily project hygiene: keep README / CHANGELOG / TODO in sync with reality. LLM-first, algorithmic fallback. Python
taskinity · www Taskinity HTML
testless · www Analyze test value, coverage, duplication, and generate LLM planfiles Python
tillm · www Text-interface LLM control plane for semcod/coru shell automation (pair with gillm for GUI). HTML
todocs · www Static-analysis documentation generator for project portfolios — WordPress-ready markdown articles without LLM Python
toonic · www Toonic — Universal TOON Format Platform for LLM-optimized file representations Python
vallm · www A complete toolkit for validating LLM-generated code HTML
weekly · www Weekly Python
wup · www WUP (What's Up) - Intelligent file watcher for regression testing in large projects Python
wupbro · www WUP Browser Dashboard — FastAPI backend for WUP regression watcher HTML
www · www Www Python

Quality

Projekt Opis Język
pyqual · www Declarative quality gate loops for AI-assisted development Python

Statystyki

  • Łącznie projektów: 72
  • Strony projektów: https://semcod.github.io/<repo>/

Ostatnia aktualizacja: 2026-06-19

Popular repositories Loading

  1. code2logic code2logic Public

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

    Python 6 1

  2. goal goal Public

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

    Python 4 2

  3. curllm curllm Public

    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.

    Python 3 2

  4. toonic toonic Public

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

    Python 2 1

  5. domd domd Public

    ![License: Apache-2.0](https://opensource.org/licenses/Apache-2.0) ![Python Version](https://www.python.org/downloads/) ![Code Style: Black](https://github.com/psf/black) ![Tests](https://github.co…

    Python 1

  6. nlp2cmd nlp2cmd Public

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

    Python 1 2

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