Data & AI

Reviews Dockerfiles for best practices, security issues, and image size optimizations including multi-stage builds and layer caching. Use when working with Docker, containers, or deployment.

Expert DevOps architecture including CI/CD, infrastructure as code, containerization, and observability

Scrape and build queries to an official public health endpoints under a .gov domain.\

Technical writing frameworks for clear, maintainable documentation

Reportei marketing report generation API via curl. Use this skill to manage clients, reports, templates, integrations and webhooks for automated marketing analytics.

Generate comprehensive pytest test suites for CasareRPA components, including nodes, controllers, use cases, and domain entities. Use when: creating new tests, testing nodes, controller tests, use case tests, domain entity tests, test coverage needed, pytest test generation.

Enterprise-grade PowerPoint deck generation system using evidence-based prompting techniques, workflow enforcement, and constraint-based design. Use when creating professional presentations (board decks, reports, analyses) requiring consistent visual quality, accessibility compliance, and integration of complex data from multiple sources. Implements html2pptx workflow with spatial layout optimization, validation gates, and multi-chat architecture for 30+ slide decks.

Implement Advent of Code solutions using Test-Driven Development. Generates test cases from puzzle examples, writes failing tests first, implements solutions incrementally, and iterates until all tests pass. Use when solving AoC puzzles, implementing solutions with TDD, or when user mentions test-driven development or writing tests.

Use to regression test the full OODA loop. Validates phase transitions,artifact handoffs, and resumption. Maintainer tooling - invoke explicitlywith "use loop-test to verify the system".

Build modern Fluent Design WPF applications using the WPF UI library (lepoco/wpfui). Use when creating WPF desktop apps with Windows 11 styling, NavigationView shells, dark/light themes, Card layouts, and modern controls. Provides patterns for App.xaml setup, MVVM integration, dashboard layouts, and real-world UI improvements.

Android development assistant for Kotlin, Jetpack Compose, and modern Android apps. Supports project initialization, MVVM/MVI architecture setup, CI/CD configuration, and feature implementation. Activated when users mention "Android", "Kotlin", "Jetpack Compose", or need Android app development help.

Core identity and continuity system. Use to grow wisdom, record failures, observe identity, and access accumulated knowledge.

Analyze coding agent sessions to improve or create skills for Claude Code, Pi, and Codex.

Target frontend architecture for Lingx. FSD 2.1 approach with custom hooks, component patterns, and data fetching. Use when implementing frontend features, reviewing code, or making architectural decisions.

Decomposes requirements into executable tasks and coordinates domain orchestrators (frontend, backend, data, test, devops). Use when receiving PRDs, user requirements, or feature requests that span multiple domains. Acts as CEO of the AI development system.

Testing strategy and test pyramid for EFT-Tracker. Guides when to write unit, integration, E2E, or smoke tests. Includes MSW patterns, Playwright best practices, and contract testing. Activates when user mentions: test, unit test, integration test, E2E, Playwright, MSW, coverage, mock, test pyramid, vitest.

Systematically rebuild mental model of any repository when starting fresh sessions. Use when session starts, user says refresh context, or invokes /refresh-context. Eliminates cold start problem in <3500 tokens.

Ability to plan, direct, and oversee the development, operation, and governance of information systems to meet organisational objectives. Includes aligning technology strategy with business needs, managing teams and resources, ensuring system reliability and security, overseeing budgets and vendors, and governing risk and compliance. Applies across public and private sector contexts and is independent of specific technologies or platforms, with human accountability retained for strategic decisions, assurance, and outcomes.

Interact with Notion databases and tasks. Auto-detects intent to read, create, update, or delete Notion tasks. Reads API key from NOTION_API_KEY environment variable. Supports full CRUD operations. Trigger phrases include "notion tasks", "show backlog", "create task in notion", "MoneyGraph tasks", "outstanding tasks".

Generate optimized Dockerfiles with multi-stage builds and best practices. Use when containerizing applications or creating Docker configurations.