157 boosters for "framework" — AI-graded, open source, ready to install
A voice-controlled multi-agent framework for spawning and orchestrating AI workers across machines via CLI, SDK, and Telegram. Useful for developers building complex distributed AI workflows.
Copilot instructions for the OSAFW ASP.NET Core business application framework that guides developers through a structured task workflow with documentation, decision tracking, and post-processing optimization. Developers working with OSAFW on C# and ASP.NET Core projects benefit from standardized task management and knowledge capture.
A self-generating MCP server framework that enables developers to create and deploy Model Context Protocol servers with built-in service management and development tooling. Useful for developers building AI integrations and Claude extensions.
OneMind is a Chinese-language system prompt designed to position an AI as a compassionate 'spiritual companion' for freshman students struggling with knowing-doing gaps, using metaphors and psychological frameworks (ACT, CBT, IFS) to facilitate inner transformation in 5-10 minutes.
Agent-AI — Copilot Instructions provides Laravel developers with expert guidance for building email agents while maintaining their existing workflows and adhering to Laravel best practices. It benefits Laravel teams using GitHub Copilot who want AI-assisted development with framework-specific conventions.
A system prompt that guides LLMs to act as rigorous sustainability and risk analysts for Polkadot governance proposals, evaluating treasury allocations through investment frameworks, fiscal precedent, and accountability mechanisms.
PrismBench: A comprehensive framework for evaluating Large Language Model capabilities through Monte Carlo Tree Search. Systematically maps model strengths, automatically discovers challenging concept combinations, and provides detailed performance analysis with containerized deployment and OpenAI-compatible API support.
A Windsurf-specific coding rules prompt for the Lume static site framework that enforces clean code practices including meaningful naming, smart comments, and single responsibility principles. Developers using Lume with Windsurf will benefit from consistent code quality guidance.
Cursor Rules for tonkbook that guide AI agents in building data processing pipelines and workspace structures using the Tonk framework. Useful for developers building conversational data platforms with CLI-driven workflows.
PrismBench enables developers to create specialized LLM agents through YAML configuration for systematic evaluation of model capabilities using Monte Carlo Tree Search. Useful for ML engineers, researchers, and teams building production LLM systems who need comprehensive benchmarking and evaluation frameworks.
SpecLoom is a system prompt that enforces spec-driven development using a V-Model framework, ensuring AI-assisted design and code generation maintain traceability from requirements through implementation. It benefits teams adopting structured, specification-first development practices with Claude, Cursor, or Windsurf.
This skill enables developers to create cryptographically signed, immutable constitutions for AI tool-use governance in OpenClaw, with Ed25519 signing, GitTruth attestation, and policy evaluation artifacts. It's designed for teams implementing constitutional governance frameworks for AI agents.
A Copilot prompt booster that provides Laravel-specific coding guidelines and best practices for developers working with Laravel v12 and its ecosystem packages, helping them maintain consistency and follow framework conventions.
🧵 HoloLoom: Neural decision-making system with weaving architecture. Combines multi-scale embeddings, knowledge graphs, Thompson Sampling exploration, and PPO reinforcement learning through a unique computational weaving metaphor.
ToneSoul is a governance framework system prompt that adds structured decision-making, risk monitoring, and accountability tracking to AI interactions through a six-step protocol and metric-based safety gates. It benefits developers and organizations seeking transparent, auditable AI behavior across multiple platforms.
FORGE Framework DevOps specialist agent that handles infrastructure, deployment, monitoring, and operational concerns with awareness of Claude model capabilities and MCP server integrations. Ideal for teams managing cloud infrastructure, CI/CD pipelines, and DevOps automation workflows.
A Windsurf-specific security framework for detecting and testing OWASP LLM Top 10 vulnerabilities in LLM applications, with AWS integration and CI/CD automation. Ideal for security engineers and LLM developers building production-grade applications.
A Windsurf cursor rules prompt that introduces the Lár framework—a graph-based agent architecture for building structured, type-safe code agents. Developers building multi-step AI workflows in Windsurf will find patterns for nodes, tools, and routers that enforce explicit typing and state management.
A Cursor IDE configuration framework that establishes structured collaboration rules between humans and AI assistants, defining roles, communication styles, and contribution areas. Developers using Cursor will benefit from explicit guidelines on how to work with AI collaborators and onboard new ones.
MESSENGERMIKE is a notification agent that sends iMessage alerts to a specific phone number via the CIRCE framework. It's designed for developers who need automated notifications during code execution workflows.
PocketFlow-PHP-Template provides Cursor-specific agentic coding rules to bootstrap rapid PHP development with the PocketFlow framework, ideal for developers building AI-driven applications with structured node-based workflows.
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 specialized Copilot prompt that configures an AI agent as an expert assistant for building and deploying ASP.NET Core web APIs and Blazor WebAssembly apps to Google Cloud, with integrated validation and iterative problem-solving capabilities.
A system prompt template for building LLM-driven autonomous driving agents that make real-time decisions in complex urban scenarios. Developers building AI driving assistants or autonomous vehicle decision systems would benefit from this structured prompt framework.
