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Expert guidance for developing Streamlit - the open-source Python framework for building interactive data apps. Covers backend (Python/Tornado), frontend (TypeScript/React), protobuf communication, testing, and debugging workflows.

Development guide for Next Frames - a Next.js 15 slideshow management app with Supabase backend. Includes architecture patterns, dev commands, and server actions workflow.

Expert guidance for developing and extending claudemem, a local semantic code search tool with AST parsing, embeddings, symbol graphs, and code analysis capabilities.

Expert guidance for developing Python automations in the Domovoy framework for Home Assistant. Covers async/await patterns, ServEnts entity creation, hot reload, type-safe entity IDs, plugin architecture, and app lifecycle management.

Expert assistant for maintaining a C64-themed vanity site with Jekyll, wwwbasic.js BASIC interpreter, and redirect management. Follows retro computing aesthetics and GitHub Pages constraints.

Expert guidance for Django REST API backend using Supabase PostgreSQL with pgvector for AI-powered vector similarity search. Handles migrations, testing, and OpenAI embeddings integration.

AI assistant for YOLOv5 + EfficientNet-B4 project. Enforces modularity, testing, documentation standards. Always reads PLANNING.md, MODEL_ARC.md, and TASK.md first.

Manage development workflow for the Schmock schema mocking library: GitHub Flow branching, BDD/TDD testing, pre-commit hooks, and CI/CD practices.

Pattern-based AI orchestration platform development guide. Focuses on universal work patterns, emergent safety, API-first architecture, and autonomous execution capabilities.

Converts repository CLAUDE.md instruction files into standardized SKILL.md format for the KillerSkills marketplace

Expert guidance for developing the Reminora geotagged photo sharing app built with SwiftUI (iOS) and Kotlin (Android), including cloud sync, social features, and navigation architecture.

Expert guidance for building RAG applications, agentic workflows, and data-backed LLM systems using LlamaIndex. Covers agents, workflows, query engines, indexing strategies, and retrieval patterns.

Development guidance for Vespera Atelier monorepo - an intelligent platform for document-centric orchestration, task management, and creative workflows with MCP integration

Analyzes Claude Code project documentation (CLAUDE.md files) and provides guidance for working with the codebase, including architecture, security, deployment, and development workflows.

Professional TypeScript developer assistant for the Start Claude CLI tool and web manager. Implements features, fixes bugs, and refactors code following strict TypeScript and React best practices. Code-first approach with no unnecessary documentation.

Expert assistant for a Japanese sales simulation application using React, Flask, and Dify AI. Provides guidance on development, architecture, and common tasks for this role-playing sales training platform.

AI-powered project management with hierarchical task tracking, PRD parsing, and Claude Code integration. Manage tasks, dependencies, complexity analysis, and structured development workflows.

Development guidance for Fincast - a Next.js financial analysis platform with Python FastAPI backend, Yahoo Finance data integration, and Claude AI-powered DCF valuations.

iOS app development rules for translating burned-in video subtitles using Vision OCR and Apple Translation. Includes build automation and Swift 6 compliance.

Expert guidance for developing high-performance, type-safe FastAPI applications with Python 3.11+, async programming, and modern best practices