GroveScout

Integrate external REST APIs with proper authentication, rate limiting, error handling, and caching patterns. Use when working with external APIs, building API clients, or fetching data from third-party services.

Deploy and manage Cloudflare Workers, Pages, KV, R2, and D1 using wrangler CLI or MCP server. Use when working with Cloudflare services, serverless functions, or edge deployments.

Execute git operations using Conventional Commits format with proper branching strategies and safe workflows. Use when making commits, managing branches, or performing git operations.

Write documentation, help articles, specs, and user-facing text in the authentic Grove voice. Use when writing any text that users will read, updating help center content, or drafting specs. Ensures warmth, clarity, and avoidance of AI patterns.

Write and validate Grove technical specifications with consistent formatting, ASCII art headers, diagrams, and the Grove voice. Use when creating new specs, reviewing existing specs for completeness, or standardizing spec formatting.

Write effective, maintainable tests that catch real bugs and enable confident refactoring. Use when deciding what to test, reviewing test quality, or writing tests for Grove features. Focuses on philosophy and strategy—pair with javascript-testing for implementation details.

Create warm, nature-themed UI for Grove with glassmorphism, seasonal decorations, randomized forests, and accessible design patterns. Use when building pages, enhancing UI, or adding decorative elements.

Integrate Heartwood (GroveAuth) authentication into Grove applications. Use when adding sign-in, protecting routes, or validating sessions in any Grove property.

Write elegant, narrative-driven documentation that treats codebases and systems as exhibits worth exploring. Use when creating documentation for Wanderers and visitors who want to understand how Grove works. This is the "fancy" documentation style—warm, inviting, meant to be read and enjoyed.

Publish @autumnsgrove/groveengine to npm with proper registry swap workflow. Use when releasing a new version of the engine package to npm.

Initialize new projects with proper structure, configuration, and setup from BaseProject template. Use when creating new projects, setting up directory structures, or initializing repositories.

Build web applications with Svelte 5 runes, SvelteKit routing, form actions, and component patterns. Use when working with Svelte, SvelteKit, or building reactive web interfaces.

Find the right Grove-themed name for a new service or feature. Use when naming anything new in the Grove ecosystem. Involves reading the naming philosophy, creating a visualization scratchpad, and walking through the forest metaphor to find where the concept naturally fits.