Data & AI

Scala 3.6+ best practices with ScalaTest 3.2, sbt 1.10, functional programming patterns, and Play Framework.

External API integrations (Perplexity AI, Gemini, Binance, CoinGecko). TRIGGERS: 'API', 'Perplexity', 'Gemini', 'Binance', 'CoinGecko', 'rate limit', 'API error'. Use when implementing API connections, handling rate limits, error recovery, and data transformation patterns.

Node.js backend development with TypeScript, Express/Fastify servers, routing, middleware, and database integration

ElevenLabs Speech-to-Text transcription workflows with Scribe v1 supporting 99 languages, speaker diarization, and Vercel AI SDK integration. Use when implementing audio transcription, building STT features, integrating speech-to-text, setting up Vercel AI SDK with ElevenLabs, or when user mentions transcription, STT, Scribe v1, audio-to-text, speaker diarization, or multi-language transcription.

MANDATORY for any web UI or styling change. Must be followed whenever touching web/src UI, layout, or CSS. Absolutely no shadows, glows, or flares; keep everything flat and token-driven.

Check currently firing Grafana alerts, analyze alert status, and investigate alert issues in the Kagenti platform

Use this skill when styling pages, creating components, working with CSS variables, design patterns, or applying the Token Milagre visual identity. Contains spacing rules, color system, card effects, and component patterns.

Project Memory Management adapted from Context Engineering Kit. Enables the agent to maintain a persistent ".opencode/MEMORY.md" file to store architectural decisions, patterns, and "lessons learned".

Enterprise multi-agent workflow orchestration specialist. Master workflow design, agent coordination, task delegation, and process automation with Context7 MCP integration and comprehensive monitoring. Build scalable, intelligent workflow systems with fault tolerance and performance optimization.

Systematically validate implementation plans before execution - catches hallucinations, TDD violations, missing references, and architectural issues that derail implementations. Use after writing-plans skill creates a plan document.

Write secure, performant database queries using parameterized queries, proper eager loading, and transaction management. Use this skill when writing database queries, ORM operations, raw SQL statements, or repository methods. When working on files in repositories/, queries/, services/, or any code that interacts with the database. When optimizing query performance, preventing N+1 queries, implementing transactions, adding query timeouts, or caching expensive queries. When reviewing code for SQL injection vulnerabilities.

Analyze and optimize Django ORM queries including N+1 problems, missing indexes, slow queries, and migration issues. Use when troubleshooting slow API responses, database performance, query optimization, or migration errors.

Generate new domain entities with full CRUD infrastructure in noop-based projects. Use when adding new resources, tables, or API endpoints to an existing project.

Direct REST API operations for Ollama using the requests library.Covers all /api/* endpoints for model management, text generation,chat completion, embeddings, and streaming responses.

Guide users through creating and configuring a GitHub App for workspace authentication. Use when setting up GitHub App authentication for happy-little-claude-coders, creating github-app-credentials secret, or configuring automatic token refresh.

Generate responsive Next.js components and pages (task tables with sort/filter, forms, auth pages) using App Router, TypeScript, Tailwind when user needs frontend UI

PostgreSQL schema design with SQLModel. Use when designing database schemas, creating ERDs, defining models, planning migrations, or reviewing table structures. Triggers on tasks involving database tables, relationships, indexes, or data modeling for PostgreSQL.

Invoke OpenAI Codex CLI with the correct configuration for autonomous code generation. Use when you need Codex to generate or regenerate code files, implement features, or execute multi-step coding tasks.

Debug and troubleshoot claude-threads, orchestrator, and agent issues

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