Claude Code scaffolding and first steps for complex brownfield projects

AI-bloat defense CLI for Python teams: deterministic code review, cleanup forecasts, and spec/contract evidence for AI-assisted and brownfield delivery.

Deterministic Stop-gate and code-graph context for AI coding agents: blocks only net-new findings and gives the loop a structural map of the codebase, locally, with no model in the gate.

Turn your code in to specs. Spec driven framework with multi language support. Trace feature coverage as machine verifiable contracts for an AI agent — without BDD ceremony or framework lock-in.

A rag + rag-graph native code intelligence layer for Java microservice estates, exposed to LLM agents via the Model Context Protocol (MCP)

Reverse-infer OpenSpec specs from codebase + git history + docs. For legacy code without specs.

Progressive Spec-Driven Development (SDD) toolkit for AI coding agents — Claude Code, Copilot, Codex. Slash-command Skills + structured AI Knowledge + MCP server; Progressive Disclosure cuts 70–80% tokens. Brownfield & greenfield.

strict lightweight SDD for brownfield\greenfield agent workflow

Toyota Production System–inspired multimodal AI for real‑world brownfield codebases

TriadDev 📃 — Golden Triangle: planning-with-files + task-workflow + tdd-sdd-development. Greenfield & brownfield.

Brownfield-first, autonomous workflow router for AI coding agents (Codex + Claude Code).

Brownfield Repo Project is a deliberately messy, realistic codebase designed for workshops and teaching. It includes common brownfield problems, unclear structure, technical debt, brittle workflows, & “how did this get here?” moments to can practice diagnosing issues, improving the system, and learning how to modernize safely

Buildloop: Spec-to-production control plane for AI-assisted software delivery with skills, gates, supervised CLI, capability detection, and sandbox controls

Framework reusable de SDLC multiagente con plantillas gobernadas, OpenSpec y agentes de desarrollo

Grok Build skill: audit, validate, and improve existing (brownfield) codebases with assumption-aware analysis and optional PR execution

Code-to-SpecKit is a repo-local Codex plugin that reverse-engineers existing codebases into evidence-backed Spec Kit documentation, with Markdown outputs designed to work cleanly in Obsidian.

A brownfield implementation of the BMAD (Breakthrough Method for Agile AI-Driven Development) framework on the enterprise Chatwoot platform. Features reverse-engineered, AI-optimized system architecture documentation to enable scalable, agentic software development.

Persistent project assistant for Claude Code. Bootstrap new projects or adopt existing ones via gap analysis. Quiet background hooks maintain wiki, pick the right model per task, and surface past decisions. Built for vibe-coders.

strict lightweight SDD for brownfield\greenfield agent workflow