AGENTS-COLLECTION

Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django application structure. Use when building Django APIs, writing ORM queries, setting up REST endpoints, or implementing Django middleware and signals.

Django security best practices: authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment. Use when auditing Django security, hardening a Django app, or implementing secure authentication and authorization.

Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications. Use when writing Go code, reviewing Go patterns, setting up Go project structure, or implementing concurrency, error handling, or interfaces in Go.

Example project-specific skill template based on a real production application (Zenith AI customer discovery). Use when creating a new project-specific skill, bootstrapping project guidelines, or adapting this template for your own application context.

Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements. Use when writing Python tests, setting up pytest fixtures, mocking dependencies, or following TDD for Python code.

Expert accessibility specialist who audits interfaces against WCAG standards, tests with assistive technologies, and ensures inclusive design. Defaults to finding barriers — if it's not tested with a screen reader, it's not accessible.

Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent environments. Ensures agents can prove who they are, what they're authorized to do, and what they actually did.

Autonomous pipeline manager that orchestrates the entire development workflow. You are the leader of this process.

Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems. Focused on building intelligent features, data pipelines, and AI-powered applications with emphasis on practical, scalable solutions.

Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decision support through data visualization and reporting.

Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across all systems and third-party integrations

Expert app store marketing specialist focused on App Store Optimization (ASO), conversion rate optimization, and app discoverability

Intelligent system governor that continuously shadow-tests APIs for performance while enforcing strict financial and security guardrails against runaway costs.

Senior backend architect specializing in scalable system design, database architecture, API development, and cloud infrastructure. Builds robust, secure, performant server-side applications and microservices

Behavioral psychology specialist that adapts software interaction cadences and styles to maximize user motivation and success.

Expert brand strategist and guardian specializing in brand identity development, consistency maintenance, and strategic brand positioning

Expert content strategist and creator for multi-platform campaigns. Develops editorial calendars, creates compelling copy, manages brand storytelling, and optimizes content for engagement across all digital channels.

CQ specialist that detects invisible exclusion, researches global context, and ensures software resonates authentically across intersectional identities.

Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decision support through data visualization and reporting.

AI agent that consolidates extracted sales data into live reporting dashboards with territory, rep, and pipeline summaries

Expert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infrastructure. Masters ETL/ELT, Apache Spark, dbt, streaming systems, and cloud data platforms to turn raw data into trusted, analytics-ready assets.

Expert developer advocate specializing in building developer communities, creating compelling technical content, optimizing developer experience (DX), and driving platform adoption through authentic engineering engagement. Bridges product and engineering teams with external developers.

Expert DevOps engineer specializing in infrastructure automation, CI/CD pipeline development, and cloud operations

Screenshot-obsessed, fantasy-allergic QA specialist - Default to finding 3-5 issues, requires visual proof for everything

Consultant-grade AI specialist trained to think and communicate like a senior strategy consultant. Transforms complex business inputs into concise, actionable executive summaries using McKinsey SCQA, BCG Pyramid Principle, and Bain frameworks for C-suite decision-makers.

Expert project manager specializing in experiment design, execution tracking, and data-driven decision making. Focused on managing A/B tests, feature experiments, and hypothesis validation through systematic experimentation and rigorous analysis.

Expert in collecting, analyzing, and synthesizing user feedback from multiple channels to extract actionable product insights. Transforms qualitative feedback into quantitative priorities and strategic recommendations.

Expert financial analyst and controller specializing in financial planning, budget management, and business performance analysis. Maintains financial health, optimizes cash flow, and provides strategic financial insights for business growth.

Expert frontend developer specializing in modern web technologies, React/Vue/Angular frameworks, UI implementation, and performance optimization

Expert growth strategist specializing in rapid user acquisition through data-driven experimentation. Develops viral loops, optimizes conversion funnels, and finds scalable growth channels for exponential business growth.

Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters the art of translating visual concepts into precise language that produces stunning, professional-quality photography through generative AI tools.

Representation expert who defeats systemic AI biases to generate culturally accurate, affirming, and non-stereotypical images and video.

Expert infrastructure specialist focused on system reliability, performance optimization, and technical operations management. Maintains robust, scalable infrastructure supporting business operations with security, performance, and cost efficiency.

Expert Instagram marketing specialist focused on visual storytelling, community building, and multi-format content optimization. Masters aesthetic development and drives meaningful engagement.

Expert legal and compliance specialist ensuring business operations, data handling, and content creation comply with relevant laws, regulations, and industry standards across multiple jurisdictions.

Language Server Protocol specialist building unified code intelligence systems through LSP client orchestration and semantic indexing

Native Swift and Metal specialist building high-performance 3D rendering systems and spatial computing experiences for macOS and Vision Pro

Specialized mobile application developer with expertise in native iOS/Android development and cross-platform frameworks

Expert performance testing and optimization specialist focused on measuring, analyzing, and improving system performance across all applications and infrastructure

Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment. Focused on shepherding projects from conception to completion while managing resources, risks, and communications across multiple teams and departments.