Content & Media

Invoke IMMEDIATELY via python script to stress-test decisions and reasoning. Do NOT analyze first - the script orchestrates the critique workflow.

Rust development patterns, project setup, CLI/TUI applications, error handling, and system integration

Create comprehensive Python test suites with pytest. Supports unit, integration, e2e, and user flow tests. Dual-mode testing for FastAPI (direct code + live API). Uses functional style (no test classes). File naming: <name>_test.py.

Guide for building applications on Cloudflare's edge platform. Use when implementing serverless functions (Workers), edge databases (D1), storage (R2, KV), real-time apps (Durable Objects), AI features (Workers AI, AI Gateway), static sites (Pages), or any edge computing solutions.

Create comprehensive implementation plans for engineers with minimal codebase knowledge. This skill should be used when breaking down features into detailed, step-by-step implementation guides following TDD principles.

This skill provides comprehensive knowledge for working with OpenAI's Responses API, the unified stateful API for building agentic applications. It should be used when building AI agents that preserve reasoning across turns, integrating MCP servers for external tools, using built-in tools (Code Interpreter, File Search, Web Search, Image Generation), managing stateful conversations, implementing background processing, or migrating from Chat Completions API.Use when building agentic workflows, conversational AI with memory, tools-based applications, RAG systems, data analysis agents, or any application requiring OpenAI's reasoning models with persistent state. Covers both Node.js SDK and Cloudflare Workers implementations.Keywords: responses api, openai responses, stateful openai, openai mcp, code interpreter openai, file search openai, web search openai, image generation openai, reasoning preservation, agentic workflows, conversation state, background mode, chat completions migration, gpt-5, polymorphic o

Collect and verify project information for pce-memory with multi-model validation using Codex CLI. Use when gathering project context, onboarding to a new codebase, or building a knowledge base. Triggers on "collect project info", "build knowledge base", "index this project", or "remember this codebase".

Conducts comprehensive project specification interviews to clarify architecture, tech stack, design decisions, and implementation details.TRIGGERS - Keywords: interview, specification, spec, requirements, architecture, design decisions, project setup, new project, empty project, unclear requirements, /interview, SPEC.md, project planning, tech decisions, stack decisions, clarify requirements, gather requirements, requirements gathering.TRIGGERS - Phrases: "what should we build", "help me plan", "new project", "start a project", "define the architecture", "unclear what to build", "need to specify", "create a spec", "interview me", "ask me questions", "help me decide", "what technology should".TRIGGERS - Conditions: tech stack confidence LOW, project appears empty, no existing SPEC.md, architecture decisions needed.

Rapidly creates atomic, focused skills optimized with evidence-based prompting, specialist agents, and systematic testing. Each micro-skill does one thing exceptionally well using self-consistency, program-of-thought, and plan-and-solve patterns. Enhanced with agent-creator principles and functionality-audit validation. Perfect for building composable workflow components.

Use PROACTIVELY when building multi-step agentic workflows with validated tool parameters. Implements Anthropic's strict tool use mode for guaranteed schema compliance. Covers tool schema design, multi-tool agent workflows, error handling, testing, and production patterns. Not for data extraction or classification tasks (use json-outputs-implementer instead).

Expert guidance for RAW image editing workflows, providing step-by-step processing instructions, adjustment recommendations, and non-destructive editing best practices for professional photography.

Use when implementing gesture composition (simultaneous, sequenced, exclusive), adaptive layouts (ViewThatFits, AnyLayout, size classes), or choosing architecture patterns (MVVM vs TCA vs vanilla, State-as-Bridge). Covers advanced SwiftUI patterns beyond basic views.

Guia para integrar con el servicio de parsing de documentos Airparser via API, webhooks y Make.com. Usar cuando se configuren inboxes, esquemas de extraccion, o flujos de automatizacion para procesamiento de recibos.

Creates and improves Claude Code skills using best practices. Use when user wants to build, modify, or enhance a skill. Guides through skill architecture, progressive disclosure, workflow design, and testing patterns.

Aura - Senior UI/UX Design Architect with 12+ years creating premium digital experiences. Use when designing landing pages, dashboards, mobile apps, design systems, component libraries, or brand-aligned UI. Specializes in React/Tailwind/Framer Motion prototypes, responsive design, micro-interactions, and discovery-first design process.

This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases.

Expert hardware communication protocols including MQTT, I2C, SPI, UART, BLE, and WiFi. Use when implementing device-to-device communication, designing MQTT messaging systems, configuring bus protocols, integrating wireless connectivity, troubleshooting protocol issues, or setting up multi-device embedded systems. Particularly relevant for IoT projects, embedded systems with multiple peripherals, and distributed sensor networks.

Modular design pattern for external service integrations (CAPTCHA, payment, SMS, file storage, analytics). Use when implementing third-party services, designing service abstractions, or reviewing service architecture. Triggers on /src/services/* files, integration questions, and provider implementations.

Quick 2-phase workflow for trivial changes - typos, colors, config updates (5-15 min)

Comprehensive analysis framework for Fixed Indexed Annuities (FIAs). Use when analyzing, comparing, or evaluating FIA products including surrender charges, index options, crediting methods, riders, commissions, and suitability. Creates detailed product profiles with 40-question suitability assessments and LLM-friendly scoring methodology. Use for internal product analysis, client suitability determination, or when building product comparison documents.