數據與 AI

This skill helps developers work with the asd-cli tool - a standalone binary for ALPS (Application-Level Profile Semantics) profile validation, conversion, and processing. It provides CLI commands and

Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from documents (PDF tables, forms, charts, diagrams, multi-page), generate images (text-to-image with Imagen 4, editing, composition, refinement), generate videos (text-to-video with Veo 3, 8-second clips with native audio). Use when working with audio/video files, analyzing images or screenshots, processing PDF documents, extracting structured data from media, creating images/videos from text prompts, or implementing multimodal AI features. Supports Gemini 3/2.5, Imagen 4, and Veo 3 models with context windows up to 2M tokens.

Enforces OpenSpec authoring conventions including metadata blocks, section ordering, requirement/scenario structure, and validation steps.

Manage deployment, Docker, CI/CD, server hardening, and infrastructure security. EXCLUSIVE to devops-engineer agent.

Write maintainable CSS using consistent methodologies and design systems. Use this skill when styling components with Tailwind, BEM, CSS modules, or styled-components. When working on files like styles/, *.css, *.scss, or component files with inline styles. When establishing design tokens for colors, spacing, and typography. When optimizing CSS for production with purging or tree-shaking.

React 19.3+ patterns. Use for forms, async data, pre-rendering, transitions, refs, context, metadata.

This skill should be used when the user asks to "review the analysis", "check methodology", "validate results", or as Phase 4 of the /ds workflow. Reviews methodology, data quality, and statistical validity.

Craft Instagram feed posts (Reels, carousels, single images) optimized for the December 2025algorithm. Use when creating content for Instagram feed, adapting newsletter content for IG,planning Reels hooks, or deciding between formats. Includes algorithm signals, format selectionmatrix, data visualization/infographic best practices, and Spanish-language patterns for LATAM.

Intelligent session initialization combining Goldfish memory recall, Julie workspace re-indexing, and Sherpa workflow suggestion. MANDATORY at session start - automatically restores context, suggests next steps, and resumes work seamlessly. Activates at the beginning of every coding session.

Run post-release tasks for Stapledons Voyage game versions. Sends AILANG feedback summary, updates documentation, and archives completed design docs. Use when user says "post-release tasks" or after completing a game milestone.

Implements PlanetScale serverless MySQL with branching workflows, non-blocking schema changes, and Prisma integration. Use when building apps with PlanetScale, implementing database branching, or needing serverless MySQL.

Create high-quality, progressive learning tutorials for VRP Toolkit. Use when the user requests creating tutorials, educational content, or learning materials for any VRP toolkit feature (problem creation, algorithm implementation, data generation, visualization, etc.). This skill ensures tutorials follow best learning practices with progressive disclosure, hands-on examples, and clear explanations.

Best practices for memory architecture design including user vs agent vs session memory patterns, vector vs graph memory tradeoffs, retention strategies, and performance optimization. Use when designing memory systems, architecting AI memory layers, choosing memory types, planning retention strategies, or when user mentions memory architecture, user memory, agent memory, session memory, memory patterns, vector storage, graph memory, or Mem0 architecture.

Expert guidance for Prisma ORM v7 (7.0+). Use when working with Prisma schema files, migrations, Prisma Client queries, database setup, or when the user mentions Prisma, schema.prisma, @prisma/client, database models, or ORM. Covers ESM modules, driver adapters, prisma.config.ts, Rust-free client, and migration from v6.

Scan and catalog document collections with metadata extraction, categorization, and statistics. Use for auditing document libraries, preparing for knowledge base creation, or understanding large file collections.

Assistente de IA local usando Ollama com modelo Gemma2 para tarefas gerais de desenvolvimento e análise

Run and evaluate the Skillset smoke test (aliases, sets, and skill invocation) and interpret its JSON reports. Use this when validating $skill/$set behavior or checking Claude Code/Codex headless runs.

Strict file creation rules. Loaded FIRST by orchestrator and all agents before any action. Prevents pollution with .md, .json, scripts. Only allows code files and .build/ docs.

Orchestrates test execution for the Nomos monorepo following TESTING_GUIDE.md standards. Use this when running tests, debugging test failures, validating coverage, or executing verification checklists from AGENTS.md files.

Generate pytest tests for Python modules with parametrization, shared fixtures in conftest.py, and minimal mocking. Use when creating unit tests, test suites, or improving test coverage. Follows 1-1 file correspondence and real object testing principles.