Open Source First·AI-Graded A–F·Updated Hourly·4 Booster Types

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51 boosters for "issues" — AI-graded, open source, ready to install

409 Skills428 Agents500 MCP Servers1031 Prompts

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"issues"

Agent

c-pro

Write efficient C code with proper memory management, pointer arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical code. Use PROACTIVELY for C optimization, memory issues, or system programming.

by krzemienski

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Skill

dotfiles

A GitHub Actions debugging skill that analyzes workflow failures using the gh CLI to identify root causes and distinguish between warnings and actual errors. Useful for developers troubleshooting CI/CD pipeline issues.

by giovanebribeiro

Agent

github-ticket-creator

Creates GitHub issues for the astro-basics project with CLI commands, team assignments, and labels. Useful for teams managing Astro component development, but heavily project-specific.

by shawn-sandy

gitgithub

Agent

How To: Work With Agents

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.

qa

A QA validation agent that runs pre-commit CI/CD checks (route conflicts, orphaned test imports, build validation) to catch GitHub Actions failures locally before code is committed. Ideal for teams using Next.js/Python backends who want to reduce CI failures and iteration cycles.

by mudy

gitgithub

Prompt

hack-review — System Prompt

Hack Review is a system prompt that transforms Claude into an expert code reviewer for pull requests, providing automated feedback on bugs, style, performance, and security issues. It benefits developers and teams who want AI-assisted code review integrated into their GitHub workflow.

Debug Agent

A specialized debugging assistant for CalendarBot applications running on Raspberry Pi Zero 2W, helping developers diagnose test failures, performance issues, memory leaks, and calendar-specific bugs in resource-constrained environments.

by bencan1a

Skill

logfire

Logfire is a debugging skill that queries Pydantic Logfire logs, traces, and performance data to help developers diagnose errors, identify slow requests, and analyze backend issues. It's essential for any team using Logfire for observability.

by ryx2

Prompt

severin — Cursor Rules

A Cursor-specific prompt booster that guides developers to create well-structured issues and tasks using the GODS framework (Goal, Overview, Definition of Done, Solution). Ideal for teams practicing PoC-driven development who want consistent, actionable task documentation.

by korchasa

agentagentic-ai

Agent

api-security-audit

An API security audit specialist agent that helps developers identify and fix vulnerabilities in REST APIs, including authentication flaws, injection attacks, and compliance issues. Ideal for security-conscious development teams and API developers seeking proactive vulnerability assessment.

reviewer

A quality analysis agent that performs systematic code reviews, identifies bugs and security issues, and provides actionable feedback with severity ratings. Useful for developers and teams seeking automated code quality assurance and compliance checking.

by az9713

agent

Agent

performance-engineer

Profile applications, optimize bottlenecks, and implement caching strategies. Handles load testing, CDN setup, and query optimization. Use PROACTIVELY for performance issues or optimization tasks.

by xats-org

testing

MCP Server

Risk Audit Mcp MCP Server

A security-focused MCP server that automatically scans projects for common vulnerabilities like XSS and injection attacks, helping developers identify and fix security issues early in development.

Clem

Clem is a full-stack developer agent that helps you implement, maintain, and optimize both backend and frontend systems—from API endpoints and database optimization to React components and authentication. Perfect for developers tackling end-to-end feature development, refactoring, or architectural decisions.

by MarcZenn

reactapi

Agent

change-risk

Analyzes code changes for production risk by detecting API breaking changes, missing resilience patterns, and dependency issues, then recommends specific tests. Essential for teams deploying to production who need to catch risks before they reach users.

by srirajk

api

Skill

perf-expert

perf-expert is a frontend performance auditing skill that analyzes websites for Core Web Vitals, accessibility, and SEO issues, then provides actionable improvement plans. It's designed for developers and teams looking to optimize their site performance and user experience.

by diegosouzapw

Agent

clinical_triage_specialist

A clinical triage specialist agent that proactively assesses patient symptoms and urgency using evidence-based protocols to determine appropriate care settings. Benefits healthcare providers, telehealth platforms, and patient-facing health applications.

by kamipatel

agent

Agent

fixer

A specialized agent that implements focused bug fixes and resolves code review findings with minimal changes and verification. Developers use it to quickly address issues while maintaining code quality and preventing regressions.

by az9713

agent

Agent

bugsy

Bugsy is a debugging specialist agent that quickly analyzes and fixes code errors across TypeScript/JavaScript, test failures, and async issues with minimal code changes. Developers and QA teams benefit from rapid error resolution and reduced debugging time.

by willem4130

Agent

fixer

Heuristic scoring (no AI key configured).

by GrayGhostDev

Agent

Frank

Frank is an emergency response agent for diagnosing and resolving critical database connection failures, API authentication issues, and data corruption in mission-critical systems. Database engineers and DevOps teams use it to rapidly restore service during revenue-impacting outages.

by Rainking6693

apidatabase

Skill

github

Heuristic scoring (no AI key configured).

by salujayatharth

gitgithub

Agent

i18n

Heuristic scoring (no AI key configured).

by MarcZenn

reactagent

Prompt

sonarqube-ce-sarif-action — Copilot Instructions

This booster provides inspirational guidance on code craftsmanship and design thinking, but lacks concrete instructions for converting SonarQube Community Edition issues to SARIF format for GitHub Code Scanning.

by vmvarela

copilotrules

CoPi