AI Skills Registry

Building AI agents with the Convex Agent component including thread management, tool integration, streaming responses, RAG patterns, and wor

Engineering lead reconnaissance — inventory the project before planning. Use when asked to "understand this project", "orient me on this cod

Use when building node-based UIs, flow diagrams, workflow editors, or interactive graphs with Svelte Flow. Covers setup, nodes, edges, contr

Knowledge comics (知识漫画): educational, biography, tutorial.

Automate Botsonic tasks via Rube MCP (Composio). Always search tools first for current schemas.

Use when creating or updating component fixtures for screenshot testing, or when designing UI components to be fixture-friendly. Covers fixt

Implement event sourcing and CQRS patterns using event stores, aggregates, and projections. Use when building audit trails, temporal queries

Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resou

Email marketing design with layout patterns, subject line formulas, and deliverability rules. Covers welcome sequences, promotional emails,

Use when building CLI tools. Keywords: CLI, command line, terminal, clap, structopt, argument parsing, subcommand, interactive, TUI, ratatui

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standa

Analyze recent post-earnings stocks using a 5-factor scoring system (Gap Size, Pre-Earnings Trend, Volume Trend, MA200 Position, MA50 Positi

When the user wants to optimize for entity recognition, Knowledge Graph, or entity-based SEO. Also use when the user mentions "entity SEO,"

Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation. Use when debugging web pages, automating brows

Use when action Controller patterns including routing, filters, strong parameters, and REST conventions.

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.

Use when Effect error handling patterns including catchAll, catchTag, either, option, and typed errors. Use for handling expected errors in

Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.

Run the full autonomous engineering pipeline end-to-end (plan, work, code review, test, commit, push, open PR, watch CI, fix CI failures unt

Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA

Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing

Use when discovering, exploring, or retrieving gluestack-ui components via MCP tools. Provides access to component source code, variants, de