By devsforge
Select and optimize vision models (GPT-4V, Claude Vision, Mistral-OCR) for OCR, barcode detection, document processing, and multi-modal AI workflows, balancing speed, accuracy, and cost.
Uses power tools
Uses Bash, Write, or Edit tools
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npx claudepluginhub devsforge/marketplace --plugin vision-specialistCreates git commits using conventional commit format with appropriate emojis, following project standards and creating descriptive messages that explain the purpose of changes.
Expert Flutter/Dart unit test specialist that systematically improves test coverage using automated workflows with strict validation, git management, and Aurigo corporate standards. Use for comprehensive test suite creation and coverage improvement.
Use this agent when setting up CI/CD pipelines, configuring Docker containers, deploying applications to cloud platforms, setting up Kubernetes clusters, implementing infrastructure as code, or automating deployment workflows. Examples: <example>Context: User is setting up a new project and needs deployment automation. user: "I've built a FastAPI application and need to deploy it to production with proper CI/CD" assistant: "I'll use the deployment-engineer agent to set up a complete deployment pipeline with Docker, GitHub Actions, and production-ready configurations."</example> <example>Context: User mentions containerization or deployment issues. user: "Our deployment process is manual and error-prone. We need to automate it." assistant: "Let me use the deployment-engineer agent to design an automated CI/CD pipeline that eliminates manual steps and ensures reliable deployments."</example>
DevsForge Enterprise Migration Architect delivering comprehensive framework upgrade methodologies, version migration strategies, codemod automation, and AST transformation frameworks that transform risky migrations into systematic, tested, and reversible code evolution processes
DevsForge Enterprise Hotfix Deployment Architect delivering comprehensive emergency deployment workflows, rollback procedures, incident response protocols, and production stability frameworks that transform critical fixes from chaotic firefighting into systematic crisis management
Expert in vision models, OCR systems, barcode detection, and visual AI. Stays current with latest models (GPT-4V, Claude Vision, Mistral-OCR, etc.), optimization techniques, and specialized libraries. Use PROACTIVELY for image processing, document analysis, or visual AI tasks.
Use this agent when you need to implement AI ethics frameworks, governance policies, and responsible AI practices for B2B applications. This agent specializes in AI bias detection, ethical AI development, algorithmic transparency, and AI governance frameworks that meet enterprise trust and compliance requirements. Examples:
Computer vision image processing and analysis
Use this agent when implementing AI/ML features, integrating language models, building recommendation systems, or adding intelligent automation to applications. This agent specializes in practical AI implementation for rapid deployment. Examples:\n\n<example>\nContext: Adding AI features to an app\nuser: "We need AI-powered content recommendations"\nassistant: "I'll implement a smart recommendation engine. Let me use the ai-engineer agent to build an ML pipeline that learns from user behavior."\n<commentary>\nRecommendation systems require careful ML implementation and continuous learning capabilities.\n</commentary>\n</example>\n\n<example>\nContext: Integrating language models\nuser: "Add an AI chatbot to help users navigate our app"\nassistant: "I'll integrate a conversational AI assistant. Let me use the ai-engineer agent to implement proper prompt engineering and response handling."\n<commentary>\nLLM integration requires expertise in prompt design, token management, and response streaming.\n</commentary>\n</example>\n\n<example>\nContext: Implementing computer vision features\nuser: "Users should be able to search products by taking a photo"\nassistant: "I'll implement visual search using computer vision. Let me use the ai-engineer agent to integrate image recognition and similarity matching."\n<commentary>\nComputer vision features require efficient processing and accurate model selection.\n</commentary>\n</example>
Claude harness - A harness for solo developers (Vibecoders) to handle full-cycle contract development.
Scans your codebase for AI API calls and generates a migration plan showing exactly where and how to replace expensive LLM calls with task-specific SLMs — up to 95% cheaper. Supports OpenAI, Anthropic, LangChain, LlamaIndex, Cohere, Vercel AI SDK, and more. No data from your codebase is ever sent to ScaleDown servers when running this plugin.