Generate customized .claude/ harness framework with Fusion Architecture (GAN-inspired + Domain Specialists). TRIGGER when user wants to set up AI-assisted development structure, create a new project harness, add structure to existing projects, or mentions 'harness', 'scaffold', 'framework setup'. Supports all domains…
Negotiates 'done' criteria between Generator, Evaluator, and architect-lead before implementation begins. Converts subjective goals into testable, gradable criteria with clear domain responsibilities.
Code quality evaluation skill that reviews code structure, conventions, and identifies issues independently of feature correctness. Checks modularity, naming, patterns, duplication, complexity, and dead code.
UI/UX design evaluation skill that assesses visual hierarchy, responsiveness, and accessibility. Evaluates layout, contrast, typography for visual design; mobile/tablet/desktop for responsiveness; WCAG compliance for accessibility.
Primary evaluation skill that tests implementation against sprint contract criteria. Reads contract, tests each criterion systematically, generates evaluation report with PASS/FAIL grades and actionable feedback.
Smart session onboarding — checks for handoff artifacts first, then checkpoints, then offers fresh start with sprint contract. No assumptions about session state.
Coordinate full feature development across frontend, backend, and database modules. Creates comprehensive plan with task breakdown and agent assignments.
Track, categorize, and prioritize technical debt across the codebase.
★not rated 11 4mo agoA17 tokens
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