productivity▌

bitsandbytes reduces LLM memory by 50% (8-bit) or 75% (4-bit) with <1% accuracy loss.

Implements stateful form validation in Flutter using Form, TextFormField, and GlobalKey<FormState>. Manages validation state efficiently without unnecessary key regeneration and handles user input validation workflows. Assumes a pre-existing Flutter environment with Material Design dependencies available.

Scaffold new ADK agent projects and add deployment, CI/CD, and infrastructure to existing ones. \n \n Provides guided project creation with templates for standard agents, agent-to-agent (A2A) coordination, and RAG with data ingestion \n Supports multiple deployment targets: Agent Engine (managed), Cloud Run (container), GKE (Kubernetes), or prototype-only (code without deployment scaffolding) \n Includes optional CI/CD pipeline setup via GitHub Actions or Google Cloud Build, session storage conf

Cloud file storage and sharing with account management, file operations, and shared link controls. \n \n Covers 15+ actions including file/folder operations (create, move, copy, delete), metadata retrieval, search, and revision history \n Shared link management: create, list, and revoke links; generate temporary download links \n Account introspection: retrieve current user info and storage space usage \n Membrane CLI handles authentication and credential refresh automatically; supports both int

Geoffrey Moore positioning framework for clarifying target, need, category, and competitive differentiation. \n \n Structures positioning into two parts: a value proposition (for [target] that needs [problem], [product] is a [category] that [benefit]) and a differentiation statement (unlike [competitor], [product] provides [unique outcome]) \n Forces specificity on target customer, underserved need, product category, and outcome-focused benefits rather than feature lists \n Includes stress-testi

Run knip to find and remove unused files, dependencies, and exports from this codebase.

Type-safe SQLite persistence using SQLiteData (pointfreeco/sqlite-data) by Point-Free. A fast, lightweight replacement for SwiftData with CloudKit synchronization support, built on GRDB (groue/GRDB.swift) and StructuredQueries (pointfreeco/swift-structured-queries).

Fal Image Edit \n Overview \n AI-powered image editing with style transfer and object removal \n When to Use This Skill \n Use this skill when you need to work with ai-powered image editing with style transfer and object removal. \n Instructions \n This skill provides guidance and patterns for ai-powered image editing with style transfer and object removal. \n For more information, see the source repository .

Automate Telegram operations through Composio's Telegram toolkit via Rube MCP.

This skill handles all PowerPoint tasks: reading/analyzing existing presentations, editing template-based decks via XML manipulation, and creating presentations from scratch using PptxGenJS. It includes a complete design system (color palettes, fonts, style recipes) and detailed guidance for every slide type.