Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/

AI skills that keep your code honest, your secrets unleaked, and your repo from rotting. Built for people who ship real things with AI. Type /vibesubin and let your assistant do the boring discipline for you.

Python project manager inspired in Cargo.

A config-driven static analysis tool that eliminates dead code produced by constant folding in Java/Kotlin projects. Replaces boolean flags with literals, simplifies expressions, removes dead branches and methods — all in an iterative pipeline until convergence.

Understand your Python codebase. 📡 Summarizes your directory in a single table. Displays the file structure of all the files, their functions, classes, and methods in a nicely colored tree. Shows a table of all the files with counts of the lines and much more.

Deterministic structural change controller for AI-assisted Python development. Bound, verify, and audit agent edits before the diff — one canonical report, every surface (CLI, MCP, SARIF, CI)

Candidate dead code benchmark dataset with manually audited labels on pinned open-source repositories.

The garbage collector for your codebase

Codebase health scanner and Claude Code skill. Finds dead code, unused imports, duplicated functions, hardcoded secrets, circular dependencies. 20 languages.

An opinionated project-quality analyser for Python. Walks projects, scores findings across 11 quality pillars, and emits reports for terminals, CI, SARIF, HTML, and a local dashboard.

Ghost Dependency Finder - Detect ghost deps (used but not declared) and zombie deps (declared but not used)

Deterministic Python codebase intelligence for AI agents before they claim done.

remove stale dev cache directories (node_modules, .venv, __pycache__, etc.)

Find code your repo forgot about.

Dead code analysis and automated cleanup skill for OpenCode. Removes unused imports, dead code, unreferenced files, and duplicated logic from any codebase.

Detect duplicate & unused Python code via AST hashing, Jaccard similarity, and semantic embeddings (ModernBERT, C2LLM, EmbeddingGemma). CLI + Python API w hybrid synthesis

Crawl PHP/SQL/JS web apps — map variables, tables, and references; find orphans, broken links, and migration issues

Understand your Python codebase. 📡 Summarizes your directory in a single table. Displays the file structure of all the files, their functions, classes, and methods in a nicely colored tree. Shows a table of all the files with counts of the lines and much more.

Scan codebases for dead code, unused imports, duplicates, secrets, and circular deps with vtrigger CLI and Claude Code skill