building-local-ai-apps
Design patterns for local-first AI desktop apps — provider abstraction (Ollama / OpenAI-compatible gateways), RAG retrieval and ingestion hygiene, citation UX that loops back to sources, streaming and scoped cancellation, chat-loop details, and demo-corpus design. Use when building or reviewing a local AI app, a RAG/notebook product, chat UX, or preparing AI product demos. Distilled from Alchemy (a local NotebookLM clone).
driving-tauri-apps
Automate, inspect, and verify a running Tauri app with tauri-browser — DOM snapshots, ref-based clicks, React-safe fills, screenshots, direct Tauri command invokes, and demo-data seeding. Use when driving a Tauri app for testing, screenshots, demo setup, or end-to-end verification of app changes.
github-releases
Create releases for Rust CLI tools, macOS apps, Python/uv projects, and Next.js apps. Use when asked to release, tag, ship, publish, or deploy any project.
hcp-terraform
HCP Terraform (Terraform Cloud) workflow for remote plan and apply. Use when working with Terraform that runs in Terraform Cloud, not locally.
homebrew-tap
Manage Homebrew taps for distributing CLI tools and macOS apps. Use when creating or updating Homebrew formulas and casks.
makefile-patterns
Makefile patterns for development workflows. Use when creating or understanding Makefiles for build automation, release workflows, and development iteration.
python-uv
Modern Python development with uv package manager. Use when working on Python projects using uv, pytest, FastAPI, or Django. Covers development workflow, testing, and EC2 deployment.
rust-best-practices
Rust coding best practices for idiomatic, efficient, and maintainable code. Use when writing Rust code, reviewing code, or learning Rust patterns.
rust-development
Rust development workflow with quality gates, testing, and iteration patterns. Use when developing Rust code, running tests, or iterating on Rust projects.
rust-onboard
Onboard a new Rust project with standard tooling, CI/CD, and best practices. Use when starting a new Rust project or setting up an existing one with proper infrastructure.
rust-release
Release workflow for Rust CLI tools with multi-platform binaries, GitHub Releases, and Homebrew distribution. Use when releasing a new version of a Rust project.
shipping-tauri-apps
Build, code-sign, notarize, and release Tauri 2 desktop apps on macOS (Rust backend + web frontend), including dev-loop gotchas (capabilities/ACL, watcher, cargo patches) and CI fallbacks. Use when working on a Tauri app's release pipeline, Apple signing/notarization, GitHub Actions for macOS builds, or debugging a Tauri dev loop. Distilled from shipping Alchemy (a local NotebookLM clone).
style-docs
Generate standardized project documentation using the 5-style system. Use when asked to create plans, specs, skills, RFCs, ADRs, or other project documentation. Ensures consistent, high-quality documentation across the codebase.