harness-creator

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 through template + dynamic generation.

Negotiates 'done' criteria between Generator, Evaluator, and architect-lead before implementation begins. Converts subjective goals into testable, gradable criteria with clear domain responsibilities.

Guided database migration workflow — from schema design to rollback documentation.

Production incident response workflow — triage, root cause analysis, and resolution.

Track, categorize, and prioritize technical debt across the codebase.

Save current progress with structured handoff artifact. Enables context reset for long-running tasks and session recovery.

Analyze existing web development codebase and generate documentation for AI-assisted development. Use when adding harness to existing projects (1→N).

Load previous checkpoint or handoff artifact to continue work. Prefers handoff (context reset) over checkpoint for better context recovery.

Smart session onboarding for web development projects. Checks for saved progress (handoff/checkpoint) and offers to continue or start fresh with sprint contract integration.

Guided API design workflow from requirements to documented API specification. Creates OpenAPI-style specs with validation schemas.

Guided workflow for handling requirement changes in existing features. Analyzes impact, plans modifications, and coordinates updates.

Architecture and quality code review for specified files or directories. Checks standards, patterns, security, and maintainability.

Pre-deployment validation checklist for Docker, CI/CD, and environment configuration. Ensures deployment readiness before production.

Coordinate full feature development across frontend, backend, and database modules. Creates comprehensive plan with task breakdown and agent assignments.

Emergency fix workflow for production issues with minimal scope and fast turnaround. Creates hotfix branch, fix, and rapid deployment.

Guided refactoring workflow for improving existing code without changing behavior. Ensures tests pass before and after changes.

Run and validate regression tests after changes to ensure no existing functionality is broken. Creates test execution report.

Release workflow for version bumping, changelog generation, and deployment preparation. Coordinates release across all domains.

Keeps API contracts synchronized between frontend and backend services. Detects contract drift, generates client SDKs, and manages API versioning.

Plans and coordinates changes that affect multiple services. Identifies breaking changes, determines deployment order, and manages rollback strategies.

Save current progress to a checkpoint file. Use before context-heavy operations or as regular backup.

Analyze and document existing codebase for AI-assisted development. Use when adding this framework to an existing project.

Load previous checkpoint or session state. Use after context loss, session restart, or to pick up previous work.

Smart session onboarding — checks for handoff artifacts first, then checkpoints, then offers fresh start with sprint contract. No assumptions about session state.

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.