Ralph Engine - Automated feedback loop with LSP diagnostics and AST-grep integration for continuous code quality improvement. Use when implementing error-driven development, automated fixing, or continuous quality validation workflows.
原文语言:英语
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Ralph Engine - Automated feedback loop with LSP diagnostics and AST-grep integration for continuous code quality improvement. Use when implementing error-driven development, automated fixing, or continuous quality validation workflows.
原文语言:英语
Integrated project management system with documentation, language initialization, and template optimization modules. Use when setting up projects, generating documentation, configuring multilingual support, or optimizing templates.
原文语言:英语
Self-research workflow for optimizing moai-adk components through binary eval experimentation loops. Adapted from autoresearch pattern with 5-layer safety architecture.
原文语言:英语
SPEC workflow orchestration with EARS format requirements, acceptance criteria, and Plan-Run-Sync integration for MoAI-ADK development. Use when creating SPEC documents or defining acceptance criteria.
原文语言:英语
Test-Driven Development workflow specialist using RED-GREEN-REFACTOR cycle for test-first software development. Use when developing new features from scratch or when behavior specification drives implementation.
原文语言:英语
Template management system for code boilerplates, feedback templates, scaffolding, and project optimization workflows. Use when creating templates, generating boilerplate files, or managing scaffolding.
原文语言:英语
Comprehensive testing and development workflow specialist combining DDD testing, characterization tests, performance profiling, and quality assurance. Use when writing tests or measuring coverage.
原文语言:英语
Sequential Thinking MCP for structured step-by-step analysis via --deepthink flag. Separate from UltraThink which is Claude's native extended reasoning mode. Use for multi-step analysis or architecture decisions.
原文语言:英语
Git worktree management for parallel SPEC development with isolated workspaces, automatic branch registration, and seamless MoAI-ADK integration. Use when setting up parallel development environments.
原文语言:英语
Client discovery interview framework for AI Agency projects covering business objectives, audience analysis, brand context gathering, and structured question flows that adapt to user patterns over time.
原文语言:英语
Copy rules, tone, structure, and anti-patterns for AI Agency website content. Enforces brand voice consistency, section-level copy structure, and JSON output contracts for automated page generation workflows.
原文语言:英语
Visual design system patterns for AI Agency projects covering color palettes, typography, spacing, layout, and component design tokens. Enforces brand visual consistency and eliminates AI-generated design anti-patterns.
原文语言:英语
Quality evaluation criteria for AI Agency project output covering design quality, originality, completeness, and functionality scoring with weighted dimensions and Playwright-based testing requirements.
原文语言:英语
Frontend development patterns for AI Agency projects covering tech stack preferences, component architecture, file structure, and coding conventions. Self-evolves to match user's preferred frameworks and coding style.
原文语言:英语
AI Agency unified orchestrator for self-evolving creative production. Routes natural language or subcommands (brief, build, review, learn, evolve, resume, profile, sync-upstream, rollback, phase, config) to specialized agency agents for website and app…
原文语言:英语