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

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34 boosters for "feedback" — AI-graded, open source, ready to install

497 Skills443 Agents572 MCP Servers1157 Prompts

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Agent

code-reviewer-pro

code-reviewer-pro is an AI-powered senior engineering lead that provides comprehensive code reviews covering quality, security, maintainability, and best practices with actionable feedback. Developers benefit from immediate, educational code analysis after writing or modifying code.

by Norton-Studios

securityai

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Agent

luna

Luna is a specialized UI/UX agent that helps developers design, review, and improve user interfaces through expert guidance on components, accessibility, responsive layouts, and user interaction patterns. It's ideal for developers building React applications who want professional feedback on their UI code and design decisions.

by saintiron82

reactagent

Prompt

grantflow-dev — Cursor Rules

Cursor Rules for grantflow-dev that enforce UX best practices, ensuring users receive clear feedback during interactions like form submissions. Developers using Cursor for this project benefit from enforced patterns around loading states, toasts, and redirects.

by MbBrainz

cursorrules

Agent

qa

A quality assurance agent that evaluates written chapters against defined thresholds across coherence, character, pacing, theme, and originality—providing structured APPROVE/REVISE decisions with actionable feedback. Ideal for authors, content teams, and publishing workflows requiring consistent quality gates.

by kody-w

Prompt

prism — Copilot Instructions

PRISM is a prompt IDE that helps engineers design, test, and iterate on LLM prompts and agents through visual templates and dataset-driven feedback. It benefits prompt engineers, product teams, and developers building AI-powered applications who need structured prompt management and testing workflows.

gemma3_4b_opuslabs — System Prompt

A system prompt for Gemma 3 4B that defines Opus, an emotionally intelligent assistant with practical reasoning, safety guardrails, and experimental haptic feedback capabilities. Useful for developers building conversational AI systems who want a grounded, ethical foundation with optional sensory output support.

be-critical

A critical analysis skill that challenges thinking through stress-testing reasoning, identifying plan weaknesses, and building opposing arguments. Useful for developers, strategists, and decision-makers who want rigorous feedback on ideas and implementations.

by pem725

Prompt

investigacion_data_science — System Prompt

A Spanish-language customer review classifier that outputs structured JSON sentiment analysis (positive/negative) with categorized labels for e-commerce and logistics contexts. Useful for developers building customer feedback systems, support tools, and business intelligence dashboards in Spanish-speaking markets.

by franciscogonzalez-gal

allrules

CCCDCuWS

Prompt

cs336-course-design — System Prompt

A system prompt that guides instructional designers through a structured, iterative process to create technical course curricula by eliciting user feedback on prerequisites, core concepts, and pedagogical patterns. Useful for educators, course creators, and AI coding assistants building educational content.

hezm-smartchat — Cursor Rules

This Cursor rule enforces interactive feedback loops by requiring MCP calls during question-asking and request completion, improving user engagement in AI-powered workflows. Developers building conversational AI systems with Cursor will benefit from structured feedback collection.

by traceme

cursorrules