A structured development methodology for AI coding agents, inspired by Qian Xuesen's engineering cybernetics. Closed-loop feedback control keeps plans aligned with reality. Pure Markdown, any platform.

Stop iterating with the model after implementation. Define what you'd accept, execute, and ship it.

AI-Native 通用开发工作流方法论：4-Phase 框架 + 空项目/已有源码两种场景 + 反模式速查。让 Claude Code 等 AI agent 在共享契约下并行干活。

AI-Native-Code开发工作流方法论：4-Phase 框架 + 空项目/已有源码两种场景 + 反模式速查。让 Claude Code 等 AI agent 在共享契约下并行干活。

Rules-first Codex toolkit for structured 7-phase feature delivery, with a lightweight core conductor and specialist skills for code exploration, implementation planning, and change auditing.

AI-driven SDLC harness for Claude Code — multi-agent TDD workflow (plan → tests → code → review → PR) with Azure DevOps, Jira, GitHub, GitLab, Zoho, and local-markdown providers. Language-agnostic, discovery-driven.

Structured, phase-gated architecture design powered by Claude Code. Enforces decision gates, challenges assumptions, and produces documented architecture decisions.

Standardized Claude Code bootstrap — drop-in .claude/ tree with a 19-agent adversarial review team, Ralph Loop, dev-flow skills, and an init script. Agnostic, project-ready.

Solo-dev Claude Code skills: brainstorm → plan → code. No ceremony, no vibes. Fusion of Matt Pocock, OpenSpec, get-shit-done.

This project repo contains a set of ArgoCD manifests used to bootstrap a Openshift Cluster v4.x using GitOps approach. The produced environment is intended for Developer workflows demo.

Render Mermaid diagrams from Markdown inside Emacs using mmdc — instant preview, no wrappers.

Claude Code skill: bootstrap a new project in one conversation with base templates, opt-in stack extensions, and a self-augmenting feedback loop.

Claude Code skills for AI-assisted PRD execution — decompose requirements into atomic REQs, enforce brainstorming before coding, track status per-REQ, and maintain git discipline from first spec to final commit.

Claude Code skill: tiered (XS/M/L) development workflow with RFC-gating, smoke tests, multi-agent code review, and incremental security levels.

Basic example of golang based website with live reload functionality

The janitor for your AI slop.

Contract-first Codex dev workflow for OpenClaw: Plan → Run → Verify → Fix (auditable artifacts)

Lazy Prompter is a powerful tool designed to help you generate optimized AI prompts with minimal effort. Whether you're working with language models for creative writing, coding assistance, or research, Lazy Prompter streamlines the process of creating effective prompts.

Claude Code skill that keeps documentation and code in sync — auto-detects project type, enforces docs-first workflow, and audits coverage on every task.

Snippet Bubble Manager is a floating, always-on-top snippet tool that lives in your workflow like a silent little assassin. It doesn’t ask permission. It doesn’t get in your way. It just sits there—ready to drop code into your clipboard faster than your brain can say “where the hell did I put that?”