The Manifesto and Toolkit for Specification-Driven Coding: AI-native software construction from Contracts.
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Updated
May 28, 2026 - Python
The Manifesto and Toolkit for Specification-Driven Coding: AI-native software construction from Contracts.
A 2D space shooter based on Activision's Megamania
loop-eng — 迭代闭环交付 skill:先红后绿、独立校验、冻结回流
Complete guide to Specification-Driven Development (SDD) with SpecifyX — install, command cycle (/specify → /implement), context organization, and IDE compatibility for AI-assisted engineering with Claude Code and Cursor.
This repository contains the whitepaper "Trained Monkeys: A Methodology for AI-Orchestrated Software Development," a formal, descriptive technical report for practitioners. The paper presents a three-stage AI orchestration pipeline (planner -> decomposer -> supervisor) and argues four core properties grounded in the skill definitions.
Full-stack SaaS boilerplate deployed on Vercel: React Router v7 + Hono SSR, Drizzle ORM on Neon Postgres, Supabase OAuth, shadcn/ui, and built-in AI agent context for AI-assisted development.
An industrial engineering curriculum for transitioning teams from stochastic prompting to deterministic, traceable AI-assisted coding.
Worked as a project-based AI Agent Specialist with Handshake AI through the Dynamo project, working on structured software engineering tasks involving AI coding agents, GitHub repositories, task execution, testing, validation, and evaluation.
Autonomous multi-session coding agents on Codex CLI. 基于 Codex CLI 的自主多会话编程代理。
An AI software development team for Claude Code: 27 role-based agents and 197 skills that run the full SaaS and mobile lifecycle from idea to production, with autonomous PDCA orchestration between human gates.
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