Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only. Use when the user is building or solving routing in Python.
cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API.
Install and verify cuPyNumeric for Python — requirements, commands, verification. Source builds are out of scope.
Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they…
Synthesize Reflector insights into structured delta proposals for playbook updates, following ACE paper's Curator architecture
Captures Azure deployment learnings from real projects in a structured format and promotes recurring ones into the diagnosing-azure-deployment-failures gotcha catalogue.
HealthClaw Curatr (healthclaw.io) — patient-facing FHIR data quality evaluation and correction. Use when: (1) Evaluating a patient's health record for coding issues (deprecated…
Write measurable learning objectives using Bloom's Taxonomy and design curriculum architecture with scope, sequence, and assessment blueprints.
Advanced Cursor Composer techniques: agent mode, parallel agents, complex refactoring, and multi-step orchestration.
Read-only delegate to cursor-agent (Composer) for questions, investigation, design discussion, and adversarial sanity checks.
Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers — from…
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunne — from…
Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email — from…
When building applications on Cloudflare Workers or with frameworks that deploy to Cloudflare Workers, strongly prefer retrieval and fetching documentation over training data.
Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing — from…
Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checki — from…
Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secre — from…
Use when configuring Cursor IDE or OpenAI Codex for game development — .cursorrules files, prompt conventions, context injection. Triggers: cursor, .cursorrules, codex, IDE setup.
Master Cursor Composer for multi-file AI editing, scaffolding, and refactoring. Triggers on "cursor composer", "multi-file edit", "cursor generate files", "composer workflow",…
Debug AI suggestion quality, context issues, and code generation problems in Cursor. Triggers on "debug cursor ai", "cursor suggestions wrong", "bad cursor completion", "cursor ai…
Use for token-expensive operations requiring multi-file analysis - codebase exploration, broad searches, architecture understanding, tracing flows, finding implementations across…
Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities.
Builds remote MCP (Model Context Protocol) servers on Cloudflare Workers with tools, OAuth authentication, and production deployment.
Guide to using Convex components for feature encapsulation. Learn about sibling components, creating your own, and when to use components vs monolithic code.
Agent mode is for cloud coding agents (Jules, Devin, Cursor Cloud) to avoid conflicts with your dev deployment. Local agents don't need this.
Use TypeScript strict mode and avoid 'any' type. Convex provides full type safety from database to client - use it!
Use \"use node\" directive in action files that need Node.js APIs. Cannot write queries or mutations in \"use node\" files.
Plugin architecture specialist. Use when deciding the right component mix, structure, and metadata for a new Cursor plugin.
Render a documentation-style Cursor Canvas that organizes architecture notes, API references, walkthroughs, and how-tos into a navigable layout with sections, tables of c — from…
Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security.
Provides foundational setup, authentication, and project management workflows for Firebase using the Firebase CLI.
Builds and deploys Firebase SQL Connect (aka Firebase Data Connect) backends with PostgreSQL securely.
Skill for working with Firebase Hosting (Classic). Use this when you want to deploy static web apps, Single Page Apps (SPAs), or simple microservices.
Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnosti — from…
Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: \"How do I optimize this query?\", \"How do I index this?\ — from…
MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by s — from…
Author useful, low-noise log alerts on services in a PostHog project. Use when the user asks to set up alerts for their logs, suggest alerts they should add, or evaluate whether a…
Debugs why session recordings aren't appearing in the local dev environment. Use when a developer reports that local replay ingestion isn't working, recordings aren't showing up…
Debug the signals pipeline locally end-to-end. Covers emitting test signals from fixtures, monitoring Temporal workflows via the REST API, reading sandbox agent logs from object…
Diagnose why a data warehouse sync is failing and recommend the right recovery action. Use when the user asks \"why isn't my Stripe/Postgres/Hubspot sync working?\", \"this table…
Guide the user through connecting a new data warehouse source — Postgres, MySQL, Stripe, Hubspot, MongoDB, Salesforce, BigQuery, Snowflake, and so on.
Use when the user asks about revenue, payments, subscriptions, billing, CRM deals, support tickets, production database tables, or other data that PostHog does not collec — from…
Best practices for agents managing PostHog skills via the MCP `llma-skill-*` tools — how to discover, read, create, update, and refactor skills efficiently, especially large…
Analyze any API for AI agent compatibility. Scans OpenAPI specs across 8 pillars (48 checks), scores agent-readiness, and provides fix recommendations.
API design best practices for Postman-managed APIs. Applied when working with OpenAPI specs, collections, and API code.
Use for \"how does X work\", code walkthroughs before changing something, and placement / ownership / layering questions (\"where should this live\", \"which package owns this\",…
Apply when debugging. Trace each symptom to its root cause and fix it there; reproduce first, ask why until you reach it, resist nil-check guards that silence crashes.
Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading.
Apply during planned rewrites and migrations with explicit phase boundaries. Converge on the target architecture; don't preserve smooth intermediate states with throwaway — from…
Apply when sequencing an addition, refactor, or rewrite. Remove dead weight, redundant validators, and stub references first, then build on the simpler base.
Use when building HTML email templates with React components, adding a visual email editor to an application using the React Email visual editor, rendering emails to HTML — from…
Full Sentry SDK setup for Android. Use when asked to \"add Sentry to Android\", \"install sentry-android\", \"setup Sentry in Android\", or configure error monitoring, tracing,…
Full Sentry SDK setup for browser JavaScript. Use when asked to \"add Sentry to a website\", \"install @sentry/browser\", or configure error monitoring, tracing, session replay,…
Full Sentry SDK setup for Cloudflare Workers and Pages. Use when asked to \"add Sentry to Cloudflare Workers\", \"install @sentry/cloudflare\", or configure error monitoring,…
Analyze and resolve Sentry comments on GitHub Pull Requests. Use this when asked to review or fix issues identified by Sentry in PR comments.
Full Sentry SDK setup for .NET. Use when asked to \"add Sentry to .NET\", \"install Sentry for C#\", or configure error monitoring, tracing, profiling, logging, or crons for…
Full Sentry SDK setup for NestJS. Use when asked to \"add Sentry to NestJS\", \"install @sentry/nestjs\", \"setup Sentry in NestJS\", or configure error monitoring, tracing,…
Full Sentry SDK setup for Next.js. Use when asked to \"add Sentry to Next.js\", \"install @sentry/nextjs\", or configure error monitoring, tracing, session replay, logging,…
Full Sentry SDK setup for Node.js, Bun, and Deno. Use when asked to \"add Sentry to Node.js\", \"add Sentry to Bun\", \"add Sentry to Deno\", \"install @sentry/node\",…
Full Sentry SDK setup for PHP. Use when asked to \"add Sentry to PHP\", \"install sentry/sentry\", \"setup Sentry in PHP\", or configure error monitoring, tracing, profiling,…