DevOps

Analyzes gaps between job requirements and career history to provide specific, actionable enhancement suggestions. Identifies hidden strengths, missing keywords, quantification opportunities, and reframable experience. Returns prioritized recommendations with projected impact scores.

Production Argo Workflows patterns: reusable templates, error handling, concurrency control, composition, and scheduled automation for Kubernetes operators.

Market sizing, epidemiology, and commercial opportunity assessment fordrug development. Use for market forecasts, opportunity evaluation, andinvestment decisions.Keywords: market, epidemiology, prevalence, forecast, sizing, opportunity

Validates system integration before deployment. Use when checking ports, database connections, frontend-backend APIs, or debugging blocked/stuck workflows. Detects dead ends, bottlenecks, circular dependencies.

Loads project-specific memories at session start and triggers onboarding for new projects. Use when starting a new coding session or when the user says "activate" or asks about project context.

Configures secure authentication with Azure using OIDC (OpenID Connect). Eliminates long-lived secrets by integrating GitHub Actions with Azure AD for secure resource access.

Realiza entrevistas profundas para extraer especificaciones completas de proyectos

Install Excel MCP server via uvx. Use when user needs Excel file manipulation capabilities.

Design vector database ingestion and retrieval pipelines (points + payloads, filtered similarity search, multi-stage hybrid retrieval, index maintenance). Use when building RAG/vector search flows or debugging retrieval quality; triggers: vector database, RAG, embeddings, hybrid search, filtered search, Qdrant, Weaviate, Chroma.

Use this when deciding between semantic search and grep/glob for code discovery. Apply for concept-based queries (find payment processing), intent-based searches (how is auth implemented), or when user doesn't know exact class names. Use grep for exact matches like specific function names

Risk management and constitutional compliance specialist. Ensures all trading decisions comply with constitutional limits and manages portfolio risk. Integrates Constitution Article 4 (Risk Management).

ASGI server for Python web applications - Fast, production-ready server for async frameworks

Chrome DevTools orchestrator providing intelligent routing between CLI (bdg) and MCP (Code Mode) approaches. CLI prioritized for speed and token efficiency; MCP fallback for multi-tool integration scenarios.

Use when designing action sequences, user interactions, state transitions, or any motion that needs telegraphing to feel intentional rather than sudden.

Test Driven Development (TDD) workflow automation for Java Spring Boot projects. Use for writing tests, checking coverage, generating test scaffolds, and implementing Red-Green-Refactor cycles with JUnit 5, Mockito, and Testcontainers.

Validates output-style persona definitions, behavior specifications, and keep-coding-instructions decisions. Use when auditing, reviewing, or improving output-styles, checking persona clarity, validating behavior concreteness, or verifying scope alignment (user vs project). Triggers when user asks about output-style best practices or needs help with persona definition.

Guide for creating Claude Code subagents (custom agents) - specialized AI assistants with isolated context. Use when the user wants to create, add, or configure a subagent/custom agent for Claude Code.

Proactive Claude Code permission manager. Configures permissions via natural language for CLI tools (git, gcloud, aws, kubectl, maven, gradle, npm, docker), project types (Rust, Java, TypeScript, Python), and file patterns. Auto-detects project types and researches unknown tools.

Use when implementing Disney's 12 animation principles in Figma prototypes and Smart Animate

Genera mensajes de commit descriptivos siguiendo Conventional Commits. Analiza cambios y sugiere mensajes claros. Úsalo cuando escribas commits o menciones "commit".