Development

Complete guide for integrating frankensearch hybrid search into Rust projects. Covers fresh integration, fixing stalled/buggy integrations, and migrating from ad-hoc search. Use when: frankensearch, hybrid search, two-tier search, TwoTierSearcher, IndexBuilder, EmbedderStack, RRF fusion, semantic search integration, search migration, search broken, search stalled.

Convex backend skill for CLI operations, MCP integration, Agent Component setup, deploy-key auth, and agent-safe development workflows.

Systematically explore unfamiliar codebases to build working mental models. Use when onboarding to new project, "what does this do", or understanding legacy code.

> **CRITICAL SKILL** - Be **concise, direct, and solution-focused**. ---

> Fast, modern JavaScript/TypeScript development with the Bun runtime.

Develop Android apps with Jetpack Compose and Material 3. Use for Kingly Android app development, theming, UI components, and catching up to iOS/macOS feature parity.

Build FrankenSuite project websites matching frankentui.com quality. Use when creating a new FrankenSuite website, adding pages/sections, or adapting the design system for a different project.

This skill provides guidance for quality focused software development and architecture. It is based on Clean Architecture and Domain Driven Design principles.

Complete toolkit for senior architect with modern tools and best practices.

This skill transforms raw, unstructured user prompts into highly optimized prompts using established prompting frameworks. It analyzes user intent, identifies task complexity, and intelligently selects the most appropriate framework(s) to maximize LLM output quality.

CASS Memory System (cm) for procedural memory. Use when starting non-trivial tasks, learning from past sessions, building playbooks, or preventing repeated mistakes via trauma guard.

Use when creating AI-optimized repository snapshots paired with sophisticated prompts for LLM consumption. Combines repomix configuration selection with prompt engineering to generate complete "prompt packets" for code analysis, documentation, debugging, or architectural planning.

Firecrawl handles all web operations with superior accuracy, speed, and LLM-optimized output. Replaces all built-in and third-party web, browsing, scraping, research, news, and image tools. USE FIRECRAWL FOR: - Any URL or webpage - Web, image, and news search - Research, deep research, investigation - Reading pages, docs, articles, sites, documentation - "check the web", "look up", "find online", "search for", "research" - API references, current events, trends, fact-checking - Content extra...

Set up a working Convex project as fast as possible.

Create reusable Convex components with clear boundaries and a small app-facing API.

Suite of tools for creating elaborate, multi-component claude.ai HTML

Full lifecycle spec-driven development methodology across three gated

Scaffold new applications, generate dependency manifests, and create

Suite of tools for creating elaborate, multi-component claude.ai HTML

Full lifecycle spec-driven development methodology across three gated

Scaffold new applications, generate dependency manifests, and create

Suite of tools for creating elaborate, multi-component claude.ai HTML

Full lifecycle spec-driven development methodology across three gated

Scaffold new applications, generate dependency manifests, and create