sickn33

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint

Generates pairwise tests to maximize coverage with minimal test cases, useful for software testing and configuration validation.

Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging netw...

Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation in Python applicatio...

A curated collection of high-quality, battle-tested prompts for various AI agent use cases, including role-based, task-specific, and prompt refinement techniques.

Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.

Optimize LLM costs by caching prompts, responses, and leveraging Cache Augmented Generation (CAG) for repeated prefixes and similar queries.

Transforms user prompts into optimized prompts using frameworks like RTF, RISEN, Chain of Thought, RODES, RACE, RISE, STAR, SOAP, CLEAR, and GROW.

Configure Prometheus for metric collection, alerting, and monitoring of infrastructure and applications. Essential for DevOps and SRE teams.

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data.

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

Comprehensive techniques for escalating privileges on compromised Linux and Windows systems, essential for penetration testing and red team operations.

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research sy...

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comm...

Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design, or da...

Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives.

Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.

PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.

Automate PostHog tasks: events, feature flags, projects, user profiles, and annotations via Rube MCP. Always search tools first for current schemas.

Automate Postmark email tasks: send templated emails, manage templates, monitor delivery stats, and handle bounces via Rube MCP.