30 boosters for "effect" — AI-graded, open source, ready to install
A meta-guide that helps users create or update specialized skills to extend Codex's capabilities with domain-specific knowledge and workflows. Developers and AI agents building custom extensions benefit from this structured approach to skill development.
Comprehensive AI assistant guide for the SolidInvoice invoicing application, helping developers understand its architecture, conventions, and workflows to contribute effectively to this open-source billing platform.
Effect Patterns Hub is an MCP server providing a community-driven knowledge base for Effect-TS design patterns and functional programming practices. It benefits TypeScript developers using Effect-TS who need structured guidance on implementing complex patterns.
A technical reference guide for generating and understanding Apple Final Cut Pro FCPXML format, enabling developers to programmatically create FCP projects with proper structure, media references, and timeline elements.
Enables Claude to delegate code review, debugging, and alternative implementation exploration to Google Gemini CLI through a JSON bridge script. Useful for developers who want multi-model validation and second opinions on code without manual context switching.
Transforms rough prompts into production-ready LLM prompts using advanced techniques like Chain-of-Thought and RAG optimization. Ideal for developers, AI engineers, and teams building LLM applications who need to craft effective prompts across Claude, GPT, Llama, and other models.
bruges enables Claude to perform advanced geophysical calculations including AVO responses, fluid substitution, wavelet generation, and rock physics modeling—essential for seismic analysis and exploration workflows.
A comprehensive ruleset for Windsurf that enforces TypeScript/Node.js best practices, code style standards, and architecture patterns for developers building AI agents with LangGraph and the Vercel AI SDK.
Guides developers in creating well-structured, efficient Claude skills with proper naming conventions, progressive disclosure, and model-specific testing. Ideal for skill authors and teams building Claude integrations.
This MCP server enables autonomous AI agents to reason more effectively through a dual-cycle metacognitive framework that combines fast intuitive reasoning with slower deliberative verification. It's designed for developers building sophisticated autonomous agents that need robust self-monitoring, loop detection, and belief revision capabilities.
A Cursor IDE ruleset that guides developers to write mathematically verifiable, functional code with clear separation between pure computations and side effects. Ideal for teams prioritizing formal correctness and functional programming paradigms.
A debate judge agent that objectively evaluates arguments using zero-sum scoring across Toulmin structure, evidence strength, and logical rigor. Ideal for researchers, educators, and developers building computational debate systems.
skill-auditor is an expert reviewer that evaluates SKILL.md files against Claude Code Skills best practices, helping developers ensure their skills meet structural and effectiveness standards. It's essential for skill creators and maintainers who want to validate compliance before publishing.
Intelli-router automatically triages user messages by complexity and routes them to the most cost-effective AI model (local Ollama, Claude Sonnet, Codex, or Claude Opus). Developers building multi-model AI systems benefit from reduced costs and optimized latency.
A reference guide for Apple Final Cut Pro FCPXML format that helps developers generate and understand FCP projects programmatically. Useful for video editing automation, workflow integration, and FCP project generation 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.
Zeus is a thematic multi-agent coordinator agent designed for strategic decision-making and performance tracking, but lacks concrete implementation details and practical use cases.
Cursor Rules for the debateclub-firecrawled project that provides AI guidance for working with `.mdc` files and establishing effective project-specific conventions. Developers using Cursor AI in this project benefit from consistent, context-aware assistance aligned with the codebase's standards.
scala-pro is an expert Scala development agent for building enterprise-grade systems using functional programming, distributed computing frameworks like Akka/Pekko/Spark, and reactive architectures. It's ideal for senior developers architecting scalable backend systems or optimizing complex distributed applications.
A comprehensive guide to configuring and managing AI agents, covering role definition, permissions, monitoring, and escalation workflows. Developers and DevOps teams benefit from learning how to effectively collaborate with AI agents while maintaining governance and control.
Aura is a system prompt that instructs Claude to write code as an expert Lx compiler interface, enforcing LLM-friendly language rules like exhaustiveness, no loops, and explicit effects. It benefits developers learning or writing Lx code who need consistent, compiler-compatible output from Claude.
A meta-rule guide for creating effective Cursor Project Rules (.mdc files) to provide persistent, project-specific instructions to Cursor's AI. Developers using Cursor will benefit from understanding how to structure rules that improve AI interactions with their codebase.
A specialized agent that systematically crafts, tests, and optimizes prompts for LLMs through multiple cognitive modes (generative, critical, evaluative, informative) and performance measurement. Ideal for AI engineers, prompt researchers, and developers seeking to maximize LLM output quality.
Copilot instructions for developers creating spell animation macros in FoundryVTT using the Sequencer module, with custom RPG system rules and combat mechanics embedded. Useful for RPG developers building visual effects and macros within FoundryVTT's custom game systems.
