Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Audits and updates UI components across an app to ensure consistent theming using CSS custom properties and design system colors. Use when updating UI theme, ensuring color consistency, or applying a design sys...
Transform design inspiration into implemented code through deep analysis, interactive vision discovery, planning, and checkpoint-based execution. Use when you have a screenshot/reference and want to build somet...
Design layered backgrounds that make PNG assets blend naturally. Use when hero assets float awkwardly on gradients, multiple images don't blend, or need seamless foreground/background integration. Outputs layer...
Create new Claude Skills with proper structure, frontmatter, and best practices. Use when the user wants to create a skill, build a skill, make a new skill, or scaffold skill files.
Add or modify CRUD entities following the layered architecture pattern. Use when adding new database models, creating API endpoints, or implementing data access layers.
Guidelines and best practices for building Convex projects, including database schema design, queries, mutations, and real-world examples
Create, update, and maintain shadcn/ui components in the `apps/web` Next.js project. Use when asked to add UI components, sync styles/theme, adjust Tailwind, or apply shadcn/ui best practices in this codebase.
Steenberg-style architecture review for maintainability and replaceability. Use when (1) planning major refactors, (2) designing new modules or systems, (3) reviewing existing architecture, (4) before significa...
Respond to code review feedback with technical rigor. Use when (1) receiving review comments from any model (Codex, Gemini, Claude), (2) synthesizer outputs issues to fix, (3) refactor agent needs to address fi...
Review and update Python documentation to match project standards. Use when (1) writing new code that needs documentation, (2) reviewing existing code for documentation gaps, (3) updating docstrings after code...
Four-phase structured debugging methodology. Use when (1) tests fail unexpectedly, (2) functions produce wrong values, (3) systems show anomalous results, (4) unexpected errors appear, (5) performance regresses...
Enforce evidence-based completion claims with actual command output. Use before (1) claiming tests pass, (2) claiming a bug is fixed, (3) claiming a task completed successfully, (4) claiming performance improve...
Use when reviewing implementation plans for quantitative trading systems before execution - catches data leakage, look-ahead bias, scalability risks, and production pitfalls
Dispatch multiple agents in parallel for independent problems. Use when (1) 3+ test files failing with different root causes, (2) multiple modules broken independently, (3) multiple components need separate fix...
Enforce test-first development with Red-Green-Refactor cycle. Use when (1) implementing new features in production code, (2) fixing bugs (write test that reproduces bug first), (3) refactoring code (ensure test...
Orchestrate implementation through fresh subagents per task with two-stage review (spec compliance then code quality). Use when (1) executing a plan with multiple independent tasks, (2) staying in current sessi...
Expert DevOps engineer specializing in Docker Swarm, CephFS, container orchestration, and infrastructure management. Activated for deployment, troubleshooting, and infrastructure tasks.
Expert Product Manager specializing in B2B SaaS platforms, multi-tenant systems, and subscription-based business models. Activated for product strategy, feature prioritization, requirements gathering, and stake...
Expert KillBill administrator for managing billing, subscriptions, invoices, and overdue states. Provides ready-to-use commands via Traefik DNS for tenant management, catalog uploads, test clock manipulation, a...
Expert code review for Python, microservices, security, and production best practices. Automatically activated when code review is needed to identify bugs, security issues, and quality problems.
Expert code writer specializing in production-grade Python, FastAPI, and microservices development. Activated for writing clean, maintainable, well-tested code following best practices for the SaaS platform.
Expert business analysis for B2B SaaS platforms. Activated for data analysis, requirements gathering, process optimization, business metrics calculation, ROI analysis, and business case development.
Expert Odoo ERP specialist for module development, customization, configuration, and troubleshooting. Activated for Odoo-specific tasks including custom module creation, XML views, Python models, business logic...
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.