557 boosters for "spec" — AI-graded, open source, ready to install
Cursor Rules for a ceramic workshop industrial IoT backend (FastAPI + InfluxDB + S7-1200 PLC), providing development standards and architecture guidance for real-time data collection from manufacturing equipment. Developers building or maintaining this specific industrial automation system benefit most.
Windsurf Rules for app2agent provides architectural guidance and codebase conventions for a Next.js 15 backend with Supabase integration and a browser extension built with React/Vite. Developers working on this specific full-stack project benefit from structured rules that ensure consistent implementation across auth, landing, and extension modules.
A system prompt that instructs Claude to evaluate employee self-reviews on six writing-quality dimensions (outcomes, specificity, clarity, conciseness, ownership, collaboration) and return structured JSON scores with rationales and suggestions. Useful for HR and engineering leaders who need to assess self-review quality at scale.
A Cursor-specific prompt that establishes an experienced software engineer persona with expertise in modern Next.js, React, and TypeScript development. It helps developers maintain consistent coding standards and best practices throughout their project workflow.
An MCP server that manages project documentation and automatically saves conversation logs to a user-specified directory, enabling seamless integration of AI conversations into project workflows. Useful for teams wanting to maintain searchable records of AI-assisted development sessions.
A Gradle dependency analysis tool that executes dependency checks, retrieves dependency trees, and extracts version information for Kotlin, KotlinX, Skiko, and AndroidX libraries. Ideal for developers managing complex Gradle projects who need to quickly inspect and validate dependency versions.
A comprehensive guide to customizing Orxa agents across three methods—configuration overrides, YAML files, and custom agent creation—enabling developers to adapt agents to specific workflow needs. Ideal for teams using Claude Code or Claude Desktop who need flexible, governance-focused agent customization.
Covalt provides Cursor-specific coding rules inspired by tinygrad principles, guiding developers to write clean, composable, and maintainable code through practical patterns like small functions, context managers, and helper extraction.
lucid-toolkit is an audit skill that validates YAML compliance, XML structure purity, and adherence to Agent Skills best practices by invoking a specialized subagent to analyze skill files. It helps skill developers ensure their creations meet quality and structural standards.
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.
PrismBench enables developers to create specialized LLM agents through YAML configuration for comprehensive benchmarking and evaluation of language model capabilities. Teams building AI evaluation systems and ML testing pipelines benefit from its systematic Monte Carlo Tree Search approach and containerized deployment.
Laravel Boost Guidelines for Copilot provides curated instructions for Laravel development with specific package versions and coding conventions to enhance AI-assisted development workflows. It benefits Laravel developers using GitHub Copilot who need consistent, version-aware guidance for their projects.
skill-creator is a toolkit for developers to build, validate, and package custom Claude Code Skills with structured workflows and templates. Developers building domain-specific automation tools and Claude Code extensions benefit most from this booster.
brosh is a Cursor-integrated MCP server that enables AI assistants to capture full-page browser screenshots with scrolling support using Playwright. Developers using Claude in Cursor benefit from automated visual webpage inspection for debugging, testing, and content analysis.
A code review agent that validates TypeScript projects against internal conventions, including vendor encapsulation, test patterns, and permission decorators. Useful for teams maintaining strict code quality standards across AWS Lambda and infrastructure projects.
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 booster provides Copilot instructions for a Nostr client application built with React, but the content appears incomplete and lacks actual instructions or guidance specific to Copilot's capabilities.
A QA-focused agent that creates comprehensive test suites, identifies edge cases, and ensures code quality through systematic testing methodologies. Developers and QA engineers benefit from automated test strategy development and validation across different testing levels.
DogDetector provides Copilot-specific coding guidelines for a cross-platform C++ project using vcpkg and CMake, helping developers maintain consistency in dependency management, build configuration, and file handling across MSVC, Clang, and GCC compilers.
The ops agent automates infrastructure management, deployment, and cloud operations for DevOps teams. Developers and DevOps engineers use it to streamline CI/CD pipelines, monitor systems, and maintain production reliability.
OptiFlow provides Copilot instructions for operations management in optical stores, helping business owners streamline invoicing and store operations through AI-assisted workflows.
A Copilot prompt booster providing Laravel development guidelines for building real-time applications with Reverb and modern Laravel packages (v12, Inertia v2). Best suited for Laravel developers working within the Copilot ecosystem who need version-specific guidance.
Cursor Rules for nepjua is a specialized prompt booster that provides DevOps engineers with expert guidance on Nix/NixOS system configuration, module management, and Infrastructure as Code best practices. It benefits developers working with Nix ecosystems who need consistent architectural patterns and configuration principles.
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.
