AI bots & agents
Find assistants, autonomous agents, and reusable agent skills for real work.
mongodb-search-and-ai
Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid…
mongodb-atlas-stream-processing
Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections,…
mongodb-connection
Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use thi…
mongodb-natural-language-querying
Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema conte…
mongodb-query-optimizer
Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: "How do…
Skill Creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
principle-experience-first
Apply when product, UX, or feature-scope tradeoffs come up. Choose user delight over implementation convenience; ship f…
neon
Overview of the Neon platform for apps and agents, spanning Postgres, Auth, Data API, and the new services: Object Stor…
neon-postgres
Guides and best practices for working with Neon Serverless Postgres. Covers setup, connection methods, branching, autos…
neon-postgres-branches
Choose and create the right Neon branch type for testing and development. Use when users ask about Neon branching, migr…
netlify-access-control
Picks the right Netlify protection layer for a deployed site and disambiguates the three unrelated things people call "…
netlify-agent-runner
Run AI agent tasks remotely on Netlify using Claude, Codex, or Gemini. Use when the user wants to run an AI agent on th…
netlify-ai-gateway
Use OpenAI, Anthropic, Google Gemini, or OpenRouter models from Netlify Functions or Edge Functions without managing pr…
MCP Builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
principle-exhaust-the-design-space
Apply when facing a novel UI interaction or architectural decision with no precedent in the codebase. Build 2-3 competi…
netlify-config
Configure Netlify projects via netlify.toml and the _headers/_redirects files — covering build settings and deploy cont…
netlify-database
Zero-config Postgres for Netlify apps via @netlify/database — querying data from Functions/Edge Functions, writing sche…
netlify-deploy
Create and manage Netlify deploys — Git continuous deployment, CLI manual/anonymous deploys, Deploy to Netlify buttons,…
netlify-edge-functions
Write, configure, and deploy Netlify Edge Functions (Deno runtime at the network edge) in TypeScript/JavaScript. Use wh…
netlify-forms
Serverless form handling on Netlify-hosted sites — detects HTML forms at deploy time, stores submissions, filters spam,…
netlify-frameworks
Deploy and configure web frameworks on Netlify — build settings and SSR/edge adapters plus local platform emulation and…
Doc Coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
principle-encode-lessons-in-structure
Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the…
netlify-image-cdn
Transform, resize, crop, reformat, and optimize images on demand via Netlify Image CDN's /.netlify/images endpoint. Use…