DevOps

Instrument code with tracing spans and structured logging. Use for observability and performance analysis.

Use after brainstorming to apply vanilla-rails patterns to a feature, producing structured handoff for implementation planning. Invoke with /shape.

Detects project tech stack, languages, frameworks, package managers, cloud platforms, and generates appropriate permissions.TRIGGERS - Keywords: tech stack, stack detection, detect stack, analyze project, project analysis, what technologies, what framework, what language, package manager, dependencies, bootstrap, setup, initialize, /claudenv, infrastructure setup, permissions, project context, environment detection.TRIGGERS - Phrases: "what stack is this", "what's this project using", "detect the technologies", "analyze this project", "set up permissions", "bootstrap infrastructure", "identify frameworks".

Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address failures, iterating to close loopholes

Generate and optimize PRDs, Implementation Plans, and Progress Tracking documents optimized as AI artifacts for development agents. Use when creating new feature plans, breaking down long planning docs (>800 lines), or setting up progress tracking. Supports: 1) Create PRD from feature request, 2) Create Implementation Plan from PRD with phase breakdown and subagent assignments, 3) Optimize existing plans by breaking into phase-specific files, 4) Create progress tracking with task assignments. Example: "Create a PRD for user authentication feature" or "Break down the sidebar-polish implementation plan into phase files" or "Create progress tracking for data-layer-fixes PRD".

Experto en el universo "Subordinación y Valor" (SyV) - cronología, facciones, personajes, geografía y coherencia narrativa post-apocalíptica (2020-2178)

Orchestrate comprehensive planning phase from ideation to development-ready specifications using 4 specialized agents

ETL pipelines, Apache Spark, data warehousing, and big data processing. Use for building data pipelines, processing large datasets, or data infrastructure.

Expert guidance on writing in Chamath Palihapitiya's communication style across 5 formats (Annual Letters, Customer Briefs, Emails, Policy Ideas Briefs, Learn with Me Presentations). Use when helping with any writing task, document creation, editing, reviewing communications, or answering questions about how to write something. Includes 10 universal principles, format-specific playbooks, internal team email guidance, templates, decision frameworks, and quality control checklists. MODULAR ARCHITECTURE: Optimized for LLM consumption with selective context loading (core + format).

Main coordinator for the automated Advent of Code workflow. Orchestrates puzzle fetching, TDD solving, and submission for daily AoC challenges. Use when running the full automated solving pipeline or when user requests to solve an AoC day.

Provides guidance on spec-driven, test-driven, iterative development methodology. Activated when user asks about MVP-first development, iterative workflows, TDD cycles, specification writing, or how to structure feature development.

Creates and configures hosted Model Context Protocol (MCP) server connections for OpenAI Agents SDK

Plan-first development methodology that creates detailed specifications before coding. Creates structured plans with phases, file-level details, and verification steps. Includes automatic AI review, modification application, and validation.

Create or update the feature specification from a natural language feature description. Only invoke when user explicitly requests to create a specification, spec, or feature specification.

Ensures deterministic intent artifacts are generated for governed pipeline runs and admission gate responses are recorded.

Comprehensive target validation assessing druggability, disease association strength,tractability, and competitive landscape. Use for go/no-go decisions on target selection.Keywords: target validation, druggability, tractability, disease association, genetic validation

Enforces online documentation research before any technical implementation. Use when implementing features to ensure code follows current best practices by researching official documentation first.

Automated build, deploy, and documentation workflow for backend and combined (frontend+Theia) services to GKE. Use when starting a new build, deploying code changes to production GKE, or need consistent deployment documentation.

Human writing standards to eliminate AI-generated text patterns. This skill should be used for any copywriting, marketing content, documentation, or professional writing to ensure output reads as genuinely human. Covers banned vocabulary, punctuation discipline, sentence variety, and tone guidelines.

Autonomous project orchestrator - assesses state, reasons, decides, executes, evaluates, iterates