semcod projects
The full catalogue of the semcod ecosystem, generated live from GitHub. Each project below shows what it does and how it currently works — open any card to read its full documentation.
74 projects
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todo2code
todo2code (t2c): audited intent and team-communication extraction, evidence graphs, origin-to-workspace comparison and grounded summaries through CLI, MCP and A2A.
cliintentmcppythonsemcod -
code2docs
Auto-generate and sync project documentation from source code analysis
api-referenceauto-docscode-analysisdocumentationmarkdown -
code2logic
High-performance Python code flow analysis with NLP query processing - CFG, DFG, call graphs, and intelligent code queries
astcall-graphcode-analysiscode-understandingcontrol-flow -
vallm
A complete toolkit for validating LLM-generated code
astcode-reviewllmpythonsemcod -
.github
Organization profile — semantic code optimization ecosystem overview
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goal
Goal - Automated git push with enterprise-grade commit intelligence, smart conventional commit generation based on deep code analysis, and interactive release workflow management.
automationchangelogclicommitconventional-commits -
redup
Code duplication analyzer and refactoring planner for LLMs
astcode-analysisdeduplicationduplicationllm -
prefact
Python code quality tool with LLM-aware rules, plugin system, and enterprise features
code-qualityenterpriselintingllmplugin-system -
wup
WUP (What's Up) - Intelligent file watcher for regression testing in large projects
file-monitoringfile-watcherpythonregressionregression-testing -
planfile
SDLC automation platform - strategic project management with CI/CD integration and automated bug-fix loops
automationci-cdgithubgitlabjira -
fixos
AI-powered Linux/Windows diagnostics and repair – audio, hardware, system issues
aiaudiocross-platformdiagnosticslinux -
koru
Closed-loop automation across semcod/ repositories.
automationclosed-loopidekorumcp -
nlp2cmd
NLP2CMD - Transforms natural language into domain-specific commands (SQL, Shell, Docker, Kubernetes) using a multi-layered detection pipeline and thermodynamic optimization.
clicommand-generationdockerdslkubernetes -
nlp2dsl
Reusable Python SDK for the NLP2DSL platform
nlppythonsemcodwronai -
rebuild
Historical deployment analysis — walk git history, deploy per day, test all endpoints, capture screenshots, restore working fragments
deploymentendpointsgithistorypython -
dbos
Dbos
databasedevopsmigrationspythonsemcod -
tillm
Text-interface LLM control plane for semcod/coru shell automation (pair with gillm for GUI).
aiderautomationclaudeclicodex -
hillm
Hardware Interface LLM — control displays, cameras, audio, USB, serial, Modbus, and more.
automationhardwareiotllmmcp -
deconnnected
Cross-layer dependency correlation and safe refactoring planner for applications.
pythonrefactoringsemcod -
curllm
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.
automationbrowserbrowser-automationllmollama -
llx
Intelligent LLM model router driven by real code metrics — successor to preLLM
code-analysiscode2llmdeveloper-toolslitellmllm -
nxdo
Generate the next 10 project tasks from project state, git history and an LLM prompt.
gitllmplanningproject-managementpython -
env2llm
Generate environment maps (services, artifacts, env vars) for LLM decision-making
environmentllmmcppythonsemcod -
gillm
GUI Control Plugin with NLP & Intent Contracts
automationguiintentllmmcp -
redeploy
Infrastructure migration toolkit: detect → plan → apply
pythonsemcod -
sumd
SUMD - Structured Unified Markdown Descriptor for AI-aware project documentation
documentationllmmarkdownproject-descriptorpython -
code2llm
High-performance Python code flow analysis with optimized TOON format - CFG, DFG, call graphs, and intelligent code queries
astcall-graphcode-analysiscontrol-flowdata-flow -
tagi
Orchestrator for Git change shipments
gitpythonsemcodsemvertagging -
imgl
Image to Layout — screenshot OCR and semantic UI reconstruction
automationguihtmllayoutocr -
giton
Local AI layer for git: orchestrates policies & plugins between commit and push.
cligitonboardingpythonsemcod -
redsl
ReDSL — Refactor + DSL + Self-Learning. LLM-powered autonomous code refactoring.
code-qualitydslllmpythonrefactoring -
pyqual
Declarative quality gate loops for AI-assisted development
ci-cdcode-qualitydevtoolslintingllm -
domd
✓ DoMD - Do Markdown Docs - automatically detect, run and show working commands in DONE.md and errors in TODO.md markdown files
clidockerdocumentationgitmarkdown -
heal
A Python package for healing and wellness
fixhealinghealthllmpython -
wupbro
WUP Browser Dashboard — FastAPI backend for WUP regression watcher
apibrowserpythonregression-testingsemcod -
weekly
Weekly
code-qualitypythonreportingsemcod -
toonic
Toonic — Universal TOON Format Platform for LLM-optimized file representations
llmpythonsemcodtoon -
todocs
Static-analysis documentation generator for project portfolios — WordPress-ready markdown articles without LLM
code-metricsdocumentationllmmarkdownpython -
testless
Analyze test value, coverage, duplication, and generate LLM planfiles
analysiscoveragellmplanfilepython -
taskill
Daily project hygiene: keep README / CHANGELOG / TODO in sync with reality. LLM-first, algorithmic fallback.
automationchangelogci-cdllmmcp -
swop
Bi-directional runtime reconciler and drift-aware state graph for full-stack systems
driftdslgraphpythonreconcile -
skillm
Skillm
automationllmmcppythonsemcod -
semcod
A Python package for musical string manipulation and analysis
audioharpmusicpythonsemcod -
repatch
Scope-based HTML/CSS/DOM patch utilities and LLM patch helpers
automationconfigurationllmpatchpython -
reko
Refaktoryzacja hardkodowanych wartości, struktur i kodu w projektach Python
code-qualityconstantshardcodedllmmagic-numbers -
regres
Regression/import diagnostics helpers with TOON reports
ci-cdpythonregressionsemcodtesting -
regix
Regression Index — detect and measure code quality regressions between git versions
code-qualitycyclomatic-complexitygitpythonrefactoring -
qualbench
CI for AI-generated code — measures production readiness, not just correctness
aibenchmarkcicode-qualitycode-review -
pyqual-demo
Pyqual Demo
code-qualitydemoexamplespythonsemcod -
protos
Migration tool and delegation platform for extracting bounded slices from legacy systems
apicqrsdelegationevent-sourcingmigration -
prellm
Prellm
litellmllmpreprocessingpythonsemcod -
pfix
Self-healing Python — catches runtime errors, fixes code & dependencies via LLM + MCP
auto-fixdebuggingdeveloper-toolsllmmcp -
pactfix
Real-time Bash script analyzer and auto-fixer with ShellCheck integration.
bashlintingpythonsemcodshellcheck -
op3
Layered operations tree — observe, diff, orchestrate infrastructure as data
deploymentdevopsoperationspythonsemcod -
nlp2uri
Natural language to URI resolution and cross-platform local URI execution
automationnlppythonsemcoduri -
nlp2env
MCP server for reading and writing .env variables (email/SMTP and custom keys)
environmentmcpnlppythonsemcod -
nfo
Automatic function logging system with decorators, supporting multiple output sinks (SQLite, CSV, Markdown, Prometheus) and LLM-powered analysis for DevOps observability.
auto-loggingcsvdecoratorlitellmllm -
nexu
Visual Intent Contract Orchestrator: freeze project slices, evolve capsules, verify intent contracts.
capsulecontractsintentintent-contractsllm -
metrun
Execution Intelligence Tool — Bottleneck Engine + Human Report Generator
bottleneckflamegraphperformanceprofilingpython -
mdflow
Markdown dependency analyzer — extract all dependencies, generate diagrams and charts
analysisdependenciesdiagramsmarkdownmermaid -
mcp
Initialize semcod MCP stack integration for Cursor, VS Code, Claude and other IDEs — init, doctor, validate, analyze.
code-qualitycursordevtoolsidellm -
iterun
DSL-based intent execution system with iterative refinement, featuring AI-powered suggestions via Ollama, safe simulation, and automatic health validation.
automationdevopsdockerdslintent -
intract
Intent contract tagging, validation and semantic mapping for codebases.
code-qualitycontractdevopsintentintent-contracts -
godot
Godot
gamedevgodotpythonsemcod -
fixop
Infrastructure fix operations — detect and repair DNS, firewall, containers, TLS, systemd issues
devopsdiagnosticsdnsdockerfirewall -
docval
Validate and refactor Markdown documentation against source code using heuristics + LLM
documentationllmmarkdownpythonrefactoring -
deta
Infrastructure anomaly detection and monitoring tool
anomaly-detectiondevopsdockerinfrastructuremonitoring -
costs
Zero-config AI cost calculator per commit/model with liteLLM
gitllmobservabilitypythonsemcod -
codot
CQRS-URL Platform - Commands and Queries as URL-addressable resources
apicommandscqrsfastapipython -
code2schema
Semantic compiler: Code → AST → CQRS Model → Workflow DAG → Proto/Schema
astcode-qualitycqrspythonschema -
clickmd
Markdown rendering for CLI applications with syntax highlighting
ansiclicolorsmarkdownpython -
ats-benchmark
Ats Benchmark
benchmarkcompressionllmpythonsemcod -
algitex
Progressive algorithmization toolchain — from LLM to deterministic code, from proxy to tickets
automationcode-analysisdevtoolsgitllm -
taskinity
Taskinity
automationpythonsemcodtask-scheduler