Claudops AI Development Pipeline

7 stages from feature discovery to deployment — 17 agents, 26 skills, and 3 cross-AI validation gates.

Interactive workflow visualization requires JavaScript. View the visualization directly, or see the 7 stages described below.

The 7-Stage Pipeline

Each stage maps to specific skills, agents, and validation gates — turning a one-line idea into reviewed, tested, production-ready code.

Brainstorm and refine feature concepts with collaborative AI sessions, exploring trade-offs before any code is written.

Deep-dive into requirements through structured feature discovery interviews, codebase exploration, and adversarial validation.

Create interactive HTML playgrounds for rapid design approval — a visual gate before committing to full implementation.

Generate implementation-ready technical decompositions with acceptance criteria, dependency mapping, and risk assessment.

Execute the plan with parallel developer agents, isolated worktrees, and continuous quality gates for each acceptance criterion.

Multi-layer pre-merge review: spec compliance, architecture validation, 5 parallel code reviewers, and cross-AI final check.

Automated documentation updates, changelog generation, and CI pipeline fixes with full traceability back to the original task.