421 boosters for "ack" — AI-graded, open source, ready to install
A code review agent that delivers direct, pragmatic feedback using Linus Torvalds' philosophy and a structured 5-layer analysis framework, helping developers improve code quality through data structures, logic flow, performance, and maintainability.
Multi-perspective feedback on writing (parallel execution)
A structured prompt booster for Windsurf that establishes best practices for agentic workflows, covering instruction handling, task analysis, implementation verification, and a complete tech stack (Next.js, Payload CMS, TypeScript). It helps developers build reliable AI-powered applications with clear guidelines and quality standards.
Helps Crystal developers quickly scaffold properly-structured JoobQ job classes with correct initialization, queue configuration, and retry settings. Essential for anyone building background job systems with JoobQ.
A git workflow guide that enforces consistent branch naming and commit message conventions (backticks for code identifiers, package-qualified names, issue references). Developers using Claude for code work benefit from standardized git practices aligned with their team's preferences.
A SQLite query and database design guide for Claude Code that helps developers write better SQL queries, optimize schemas, and manage migrations. Useful for anyone building SQLite-backed applications.
A Symfony package that simplifies building secure Model Context Protocol servers with real-time communication via SSE and StreamableHTTP, designed for enterprise applications. Developers building AI agents, agentic systems, or MCP-based tools in Symfony/Windsurf environments benefit from this specialized toolkit.
Enables AI agents to parallelize independent development tasks using git worktrees, splitting work across multiple concurrent tracks while maintaining context continuity. Ideal for teams coordinating multiple Claude Code sessions on non-overlapping features.
A CLI management tool for ChatGemini that provides environment checks, version updates, configuration backup/restore, and performance diagnostics in Traditional Chinese. Useful for developers and DevOps engineers managing Gemini CLI deployments.
This booster provides Cursor Rules documentation for ERA-EfficientRollbackArchitecture, explaining variable persistence in a Chinese development platform (酒馆). It is intended for developers using Cursor IDE with the 酒馆 system.
LinkupPlatform Linkup MCP Server enables real-time web search with trustworthy, source-backed answers integrated into Claude and Cursor. Developers and knowledge workers benefit from access to current information and latest news directly within their AI workflows.
A mandatory human escalation agent that intercepts all errors and uncertainties across other agents to ensure human oversight. Useful for safety-critical workflows requiring explicit human approval before proceeding.
Cursor Rules for react-router-dashboard-saas-template provides AI-assisted development guidance for a modern React 19 + Router 7 SaaS stack with RSC, Tailwind, Drizzle ORM, and form validation. Developers building or contributing to this specific template will benefit from standardized AI code generation and architectural patterns.
A comprehensive coding standards guide for Windsurf that covers style, naming conventions, architecture patterns, and tech stack best practices (Next.js, TypeScript, Tailwind, React Query). Ideal for teams and educational platforms training developers to write consistent, maintainable code.
Cursor rules for Convex best practices, providing guidelines for database schema design, queries, mutations, and function syntax in TypeScript/JavaScript projects. Useful for developers building Convex backends who want AI-assisted code review within Cursor.
Windsurf Rules for the at-wormhole-webextension project that specifies bun for package management. Useful for developers working on this specific web extension who need consistent tooling guidance.
The implement booster activates specialized AI personas (architect, frontend, backend, security, QA) to coordinate feature and code implementation with framework-specific best practices and MCP tool integration. It's designed for developers needing structured, multi-domain implementation workflows in Claude Code.
An AI-powered code review agent that automatically analyzes code changes for quality, security, and maintainability issues, providing prioritized feedback with specific fixes. Ideal for developers seeking proactive code quality assurance and security vetting in their workflows.
Skill Issue audits installed agent skills to provide health reports including inventory, usage tracking, version checks, and actionable recommendations. Essential for agents managing multiple skills who need visibility into ecosystem health and dependency status.
experiment-tracking-agent agent for agent tasks
backstage-developer-portal agent for agent tasks
A structured three-stage workflow booster for mathematical modeling competitions (CUMCM, MCM/ICM) that guides users through problem analysis, code implementation, and academic paper writing. Ideal for students and professionals tackling mathematical modeling challenges.
A Cursor IDE rule set that enforces best practices for monorepo development using Turborepo, including package naming conventions, Node version requirements, and tool preferences (pnpm over npm). Developers building sophisticated multi-app architectures with shared services and packages benefit from these standardized guidelines.
Provide AI-powered real-time analysis and intelligence on NPM packages, including security, depend…
