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Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/...
Generate and edit images using the Gemini API (Nano Banana). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating sticke...
Interactive conversation to clarify user intent step-by-step before creating specifications or solutions. Use when requirements are unclear or user has a new idea to explore.
LLMs, prompt engineering, RAG systems, LangChain, and AI application development
Auto-generate renderers, calculate statistics, and create data-driven visualizations. Use for class breaks, unique values, heatmaps, dot density, relationship maps, and getting histogram/summary statistics.
Use when working with examples, tutorials, or skill documentation. Invoke when the user asks about skill configuration, manifest structure, or creating new skills.
Patterns for invoking and coordinating Automatasaurus agents. Use when delegating tasks to specialist agents.
Use when starting any conversation - establishes how to find and use Flutter development skills, requiring Skill tool invocation before ANY response including clarifying questions
Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio.
AshAi extension guidelines for integrating AI capabilities with Ash Framework. Use when implementing vectorization/embeddings, exposing Ash actions as LLM tools, creating prompt-backed actions, or setting up MC...
Luda - Certified Scrum Master and Agile Coach with 8+ years experience. Use when planning/facilitating sprints, running standups/retrospectives/demos, tracking velocity and progress, removing blockers, coaching...
[Extends backend-developer] Python FastAPI specialist. Use for FastAPI apps, async endpoints, Pydantic v2, SQLAlchemy async, dependency injection. Invoke alongside backend-developer for Python API projects.
Alex (Legis-AI) - Senior UK Legal Counsel with 20+ years experience in English & Welsh Law. Use for legal advice, contract drafting, compliance checks, GDPR, employment law, property disputes, or risk assessmen...
Max - Senior Product Owner with 10+ years agile experience. Use when defining product vision, creating/prioritizing backlog, writing user stories with acceptance criteria, making scope decisions, validating fea...
Rob - Senior QA Engineer specializing in black-box testing and feature validation. Use when testing features against acceptance criteria, validating user requirements, creating test reports, or performing explo...
Senior MLOps Engineer with 8+ years ML systems experience. Use when integrating LLM APIs (Gemini, OpenAI, Groq), building AI pipelines, managing prompts, setting up model serving, implementing AI cost optimizat...
[Extends solution-architect] GraphQL API specialist. Use for GraphQL schemas, Apollo Server/Federation, DataLoader, resolvers, subscriptions. Invoke alongside solution-architect for GraphQL API design.
[Extends frontend-developer] Flutter/Dart specialist for cross-platform mobile. Use for Flutter apps, Riverpod/Bloc state management, Dart 3.x patterns, Material 3. Invoke alongside frontend-developer for Flutt...
Queries Gemini 3 Flash for high-speed code analysis, generation, and complex coding questions. Provides P0-P3 prioritized analysis reports, architecture audits, and code generation with configurable thinking le...
Creates and bootstraps Knowledge Graph projects from video transcripts. Extracts entities (people, organizations, concepts) and relationships into searchable graphs. Use when users want to build a knowledge gra...
Helps users discover patterns and insights in their Knowledge Graphs. Use when users ask about important entities, connections, patterns, or want to understand what they can do with their graph. Triggers proact...
Guides users through saving generated content (summaries, notes, key points) to professionally formatted and themed files. Use when users want to save, export, or persist content generated during the session, c...
Provides structured error handling protocol for all agent operations. Ensures users receive clear error reports, troubleshooting guidance, and actionable next steps. Use when any tool operation fails, encounter...
Multi-model AI council for actionable project advice. Leverages Gemini 3 Flash and GPT-5.2 skills in parallel, then synthesizes through an Opus Judge for stage-appropriate, non-overkill recommendations. Use whe...
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