fanlw0816/harness-creator
Skill Claude CodeCodex
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…
fanlw0816/harness-creator
Agent
Grades work against criteria and provides actionable feedback. CRITICAL: Separate from Generator to ensure objective evaluation.
fanlw0816/harness-creator
Agent
Implements features one sprint at a time. Negotiates contracts with Evaluator before starting work. Coordinates domain specialists through delegation.
fanlw0816/harness-creator
Agent
Transforms brief prompts into comprehensive specs. Focuses on product context and high-level design, avoids over-specifying implementation.
fanlw0816/harness-creator
Skill Claude CodeCodex
Negotiates 'done' criteria between Generator, Evaluator, and architect-lead before implementation begins. Converts subjective goals into testable, gradable criteria with clear domain responsibilities.
fanlw0816/harness-creator
Skill Claude CodeCodex
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.
fanlw0816/harness-creator
Skill Claude CodeCodex
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.
fanlw0816/harness-creator
Skill Claude CodeCodex
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.
fanlw0816/harness-creator
Agent
Manages API gateway configuration, routing, authentication, rate limiting, and request transformation for multi-service architectures.
fanlw0816/harness-creator
Agent
Coordinates changes across multiple services in a multi-project or microservices architecture. Manages service dependencies, cross-service communication, and ensures consistency across service boundaries.
fanlw0816/harness-creator
Skill Claude CodeCodex
Keeps API contracts synchronized between frontend and backend services. Detects contract drift, generates client SDKs, and manages API versioning.
fanlw0816/harness-creator
Skill Claude CodeCodex
Plans and coordinates changes that affect multiple services. Identifies breaking changes, determines deployment order, and manages rollback strategies.
fanlw0816/harness-creator
Skill Claude CodeCodex
Save current progress to a checkpoint file. Use before context-heavy operations or as regular backup.
fanlw0816/harness-creator
Skill Claude CodeCodex
Analyze and document existing codebase for AI-assisted development. Use when adding this framework to an existing project.
fanlw0816/harness-creator
Skill Claude CodeCodex
Load previous checkpoint or session state. Use after context loss, session restart, or to pick up previous work.
fanlw0816/harness-creator
Skill Claude CodeCodex
Smart session onboarding — checks for handoff artifacts first, then checkpoints, then offers fresh start with sprint contract. No assumptions about session state.
fanlw0816/harness-creator
Agent
Specialist agent for API implementation. Implements endpoints, services, and business logic under backend-lead direction.
fanlw0816/harness-creator
Agent
Top-tier agent responsible for overall system architecture, cross-domain coordination, and technical decision escalation. Coordinates frontend-lead and backend-lead.
fanlw0816/harness-creator
Agent
Mid-tier agent responsible for backend architecture, API design, and backend team coordination. Manages api-dev and database-dev specialists.
fanlw0816/harness-creator
Agent
Specialist agent for database implementation. Implements schemas, migrations, queries, and data access layer under backend-lead direction.
fanlw0816/harness-creator
Agent
Specialist agent for deployment and infrastructure. Implements Docker configurations, CI/CD pipelines, and deployment scripts.
fanlw0816/harness-creator
Agent
Specialist agent for frontend implementation. Implements components, pages, and UI features under frontend-lead direction.
fanlw0816/harness-creator
Agent
Mid-tier agent responsible for frontend architecture, UI/UX decisions, and frontend team coordination. Manages frontend-dev specialists.
fanlw0816/harness-creator
Agent
Message queue configuration, producers/consumers, event processing. Use for implementing messaging and event-driven features.