Spec-driven development workflow for AI coding agents: architecture-first planning, task decomposition, GitHub Issue/PR tracking, Deep Discuss, and adaptive control for Claude Code, Codex, Cursor, and other Markdown-capable agents.

Metis is a coding agent that boosts AI/LLM coding performance by 50%

Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.