Complete AI development workflow: Specification-Driven (SDD) + Layered Test-First (TDD) + Convergence Validation, ensuring AI generates code that doesn't deviate from specifications. Includes 9 intermediate artifact templates and an installable Agent Skill.
The soft6096/ai-dev-workflow skill provides a complete, structured workflow for AI-assisted software development, combining Specification-Driven Development (SDD), Layered Test-First Development (TDD), and Convergence Validation. It is designed to guide AI agents (like Claude Code, Cursor, or Codex) to produce code that strictly adheres to given specifications, avoiding the common problem of AI generating off-target or hallucinated outputs. The workflow is supported by 9 intermediate artifact templates (e.g., for specifications, test plans, code review) that serve as checkpoints throughout the development process. These templates help document decisions, enforce test coverage at multiple layers (unit, integration, system), and validate that the final code converges with the original requirements. The skill is packaged as an installable Agent Skill, meaning it can be integrated into compatible development environments to automate and standardize the entire pipeline from requirement analysis to final validation.
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Complete AI development workflow: Specification-Driven (SDD) + Layered Test-First (TDD) + Convergence Validation, ensuring AI generates code that doesn't deviate from specifications. Includes 9 intermediate artifact templates and an installable Agent Skill.
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.