661 boosters for "form" — AI-graded, open source, ready to install
Cursor Rules for standardized Git commit workflows that guide AI assistants through a structured process of reviewing changes, analyzing impact, and writing semantic commit messages. Developers using Cursor will benefit from consistent, high-quality commits and reduced manual formatting work.
A specialized system prompt that guides AI agents to select and use the correct MCP tools (code search, file operations, bash) for specific development tasks, reducing wasted effort and improving workflow efficiency. Developers using Claude Code, Cursor, Windsurf, or similar platforms benefit from clearer tool-selection guidance.
The Strategic Queen Agent is a high-level orchestration agent that coordinates complex multi-agent workflows and enterprise decision-making across distributed systems. It benefits platform engineers and DevOps teams managing large-scale agent-based architectures who need centralized control and monitoring.
A structured debugging protocol for Cursor that guides developers through systematic root cause analysis using a phased reconnaissance, isolation, and investigation approach to resolve persistent bugs.
A comprehensive Cursor rules configuration for the Interact employee engagement platform, providing standardized guidelines for React/TypeScript development, testing, security, and code organization. Essential for teams building with React 18, Vite, TailwindCSS, and Base44 SDK who need consistent development practices.
MRF is a security-hardened metaprompting framework designed to protect AI agents from prompt injection attacks while enabling structured decision-making. It benefits developers building production agents on Claude platforms who need robust input sanitization and instruction clarity.
Automates configuration of container image registries (ghcr.io, Docker Hub, Harbor) with vulnerability scanning, image signing, and retention policies for secure CI/CD pipelines. Essential for DevOps engineers and platform teams managing containerized applications at scale.
AlgoClash is a competitive platform where developers build and deploy autonomous AI trading agents that battle in simulated stock markets with live leaderboards and backtesting. It's useful for ML/AI engineers interested in algorithmic trading, agent design, and competitive benchmarking.
SQL-Pro is an expert agent for writing optimized SQL queries, analyzing execution plans, and designing normalized database schemas with support for advanced features like CTEs, window functions, and stored procedures. Ideal for backend developers, data engineers, and DBAs seeking to improve query performance and database design.
A system prompt for orchestrating bug fixes across coding platforms (Claude, Cursor, Windsurf, ChatGPT) with enforced guardrails, diagnostic workflows, and multi-phase collaboration processes.
Heuristic scoring (no AI key configured).
This Cursor rules booster configures AI to act as an experienced Java Spring Boot developer following SOLID principles and OWASP best practices, with specific guidance on code comment formatting and technical stack standards. It's useful for teams building Spring Boot 3 applications who want consistent AI-assisted code generation with proper documentation.
A Cursor IDE rule set that enforces a structured 'Autonomous Principal Engineer' workflow for feature development, requiring reconnaissance phases and mental modeling before implementation in Motech Development monorepos.
A Model Context Protocol server that brings comprehensive Zig language intelligence to Claude, including diagnostics, code completion, and go-to-definition via ZLS. Ideal for Zig developers using Claude Code who need IDE-like features for the Zig language.
FairArena Windsurf Rules is a context prompt for the Windsurf IDE that provides architectural guidance and code standards for a production-grade skill assessment platform, helping developers maintain consistency across a complex full-stack application.
HoloLoom is a neural decision-making system prompt integrating prompt management, analytics, and Thompson Sampling optimization for LLM applications. Developers working with multi-agent systems and prompt optimization would benefit from its structured approach to prompt selection and performance tracking.
A Windsurf prompt template for rapidly building cross-platform Angular apps with Firebase integration, leveraging modern Angular 19 syntax and TypeScript best practices.
CodeRide is an MCP server that maintains persistent context across coding sessions, eliminating the need to reset context when switching between Claude, Cursor, and other compatible platforms. Developers working on long-term projects benefit from continuous context preservation without manual reset cycles.
A Multi-cloud pricing comparison MCP server that enables Claude to compare costs across AWS, Azure, GCP, and OCI platforms. Cloud architects, FinOps teams, and DevOps engineers use this to optimize cloud spending decisions.
Skill Forge automates the creation and packaging of AI skills from external sources like GitHub repos and documentation, enabling developers to quickly convert resources into deployable skills for Claude. It's ideal for developers who want to transform existing code or knowledge bases into reusable AI-powered tools.
A skill for looking up Swedish medication information from the official FASS database, helping users understand dosages, side effects, interactions, and prescriptions in Sweden.
A comprehensive system prompt and structural guide for building production-ready GenAI applications with clear rules, templates, and best practices across multiple AI platforms. Developers building AI agents and structured LLM applications benefit from its emphasis on proper configuration, testing, and code standards.
This MCP server provides scientific computation capabilities for linear algebra and vector operations, enabling developers and researchers to perform complex mathematical calculations directly within Claude and Cursor environments.
A system prompt that transforms Claude into 'First Mate,' a proactive assistant for note-taking, task triage, and daily journaling with built-in data conventions and database tool integration. Ideal for developers and knowledge workers seeking to streamline personal productivity workflows across Claude-compatible platforms.
