Agent skills for Claude Desktop

Generate database migrations from schema changes

Discover, deduplicate, prioritize, and label incoming GitHub issues and discussions — produce a structured priority queue with one-line…

Browser automation workflows with Playwright MCP integration

Herd open pull requests through review, CI, and merge — surface aging PRs, trigger minimal-fix on CI failures, nudge for rebases, and…

Design and implement Retrieval-Augmented Generation systems — chunking strategy, embedding selection, vector store setup, retrieval…

Generate comprehensive README files from code analysis

Automate complete release process with versioning and publishing

Unified pre-launch checklist + staged rollout strategy (0%→5%→25%→100%) + rollback triggers — consolidates deploy validation, canary…

Fetch official docs before writing any framework-specific code — implement to documented patterns, cite the source, and flag any deviation…

Create Manim animations for demo videos.

Select and implement the right Azure compute platform for a workload.

Gathers context and builds a strict execution map for a new feature using the local Graphify knowledge graph to prevent context bloat.

Official integration patterns for Mapbox Maps SDK on Android.

Migration guide for developers moving from Google Maps Platform to Mapbox GL JS, covering API equivalents, pattern translations, and key…

Integration patterns for Mapbox MCP DevKit Server in AI coding assistants.

Integration patterns for Mapbox MCP Server in AI applications and agent frameworks.

Common style patterns, layer configurations, and recipes for typical mapping scenarios including restaurant finders, real estate, data…

Expert guidance on validating, optimizing, and ensuring quality of Mapbox styles through validation, accessibility checks, and optimization.

Guide for migrating from MapLibre GL JS to Mapbox GL JS, covering API compatibility, token setup, style configuration, and the benefits of…

Apply cultural mapping — using shared conventions (icons, colors, gestures, metaphors) to convey what a control does when natural spatial…

Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning".