Govern AI-assisted development with a 4-stage lifecycle and quality gates.
npx skills add https://github.com/gaoqiongxie/skills-ai --skill ai-dlc
Please help me install this Agent Skill. Skill: ai-dlc Source: https://github.com/gaoqiongxie/skills-ai/tree/main/ai-dlc Command: npx skills add https://github.com/gaoqiongxie/skills-ai --skill ai-dlc
Unguided AI-assisted software development often leads to inconsistent output quality, lack of decision traceability, and repeated avoidable mistakes, with no standardized process to ensure reliable, maintainable results.
Use the ai-dlc skill to develop a new user points system following the structured 4-stage lifecycle workflow.
High-intent search queries and answers about installing and using this skill.
You can standardize AI-assisted software development by adopting a 4-stage lifecycle workflow that enforces quality gates and role-based AI collaboration for full-cycle governance. This framework covers requirement elaboration to post-launch reflection.
The best way to manage task dependencies in AI-generated code is using DAG dependency orchestration, which enables parallel work and prevents circular dependencies. This approach manages dependencies between development tasks for complex projects.
Role-based AI collaboration improves software engineering outcomes by assigning specialized roles like Planner or Builder to the AI at each stage. This hat-based role switching prevents context confusion and enhances output quality.
Yes, you can enforce quality gates for test coverage and security during AI development by using backpressure mechanisms. These mandatory checks block unqualified work from moving to the next stage of the lifecycle.
Yes, the 4-stage development lifecycle supports production bug fixes and system refactoring, alongside new feature development. It provides consistent quality and full audit trails of all development decisions for these scenarios.
Ungoverned AI-assisted development leads to maintainability issues because it lacks standardized processes, resulting in inconsistent output quality and no decision traceability. This causes repeated avoidable mistakes without reliable results.
pingmepiGenerate a structured 7-section product brief from a business statement.
usuroborGround agent conclusions in observable evidence with structured reflection steps.
Imad-OuteDesign CI/CD pipelines with quality gates and integrated test plans.
danielcopperIndex and route AI-assisted development workflows to specialized skills.
