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Crafting and Auditing AI Agent Loops

sickn33/antigravity-awesome-skills

This skill guides the entire lifecycle of repeatable AI agent loops. Use it to discover recurring work patterns within codebases, find established solutions in a library, or interview users to craft bounded, effective loops. It supports auditing, repairing, running, and preparing AI workflows for publication, treating the loop as a robust feedback system.

Quick Linting for Design System Violations

sickn33/antigravity-awesome-skills

A fast, grep-based linter that checks for common design system violations in CSS and component code, such as hardcoded colors, raw pixel values, and deprecated syntax. It provides immediate automated feedback to ensure code adheres to established design tokens and best practices.

Code Review Comment Humanizer

sickn33/antigravity-awesome-skills

Rewrites overly formal or vague code review comments generated by AI or corporate tools. It cuts out filler phrases like "I noticed..." or "It might be worth considering...", transforming them into direct, actionable feedback. The output uses a clear format (Location: Severity: Observation. Fix.) that sounds like it came from a helpful, experienced teammate, significantly improving the quality and reception of PR feedback.

Executive Decision Briefing Memo

exec-briefing-memo

nexu-io/html-anything

This template transforms complex, multi-source materials (meeting notes, research, product data, financial feedback) into a single, highly structured, actionable one-page memo. It forces the user to distill the core problem, define a clear recommendation, map out tradeoffs, and list actionable next steps, making it ideal for C-level decision-making.

High-Fidelity SaaS Landing Page Template

nexu-io/html-anything

A comprehensive, clickable web prototype designed for modern SaaS landing pages. This template includes all essential sections—from Hero to Pricing—and incorporates advanced UI/UX trends like glassmorphism, subtle animations, and full responsiveness. It is ideal for product concept validation, design presentations, and gathering early stakeholder feedback, giving the appearance that the product is ready for launch.

Code Health and Maintainability Gate

Code Health MCP provides structural maintainability feedback and design-level health scores, going beyond standard linting. It is crucial for AI-assisted coding workflows, allowing users to review code quality, verify score deltas after changes, and gate commits or pull requests to prevent codebase regression. Use it when refactoring, updating legacy modules, or ensuring the integrity of large diffs.

Automated AI Data Scraping Agent

data-scraper-agent

Build a production-ready, AI-powered data collection agent for any public source (job boards, prices, news, etc.). This agent automatically scrapes data, enriches it using free LLMs (like Gemini Flash), and stores the results in databases such as Notion, Sheets, or Supabase. It runs on a free schedule using GitHub Actions and learns from user feedback, making it ideal for continuous data monitoring and tracking.

Multi-Agent GAN-Style Application Builder

gan-style-harness

A sophisticated multi-agent development harness inspired by GANs. It separates product planning, code generation, and rigorous evaluation into three distinct agents (Planner, Generator, Evaluator). This creates an adversarial feedback loop, allowing projects to iteratively reach professional, production-grade quality far beyond what a single-agent workflow can achieve. Ideal for complex, full-stack applications.

Optimize Latency Critical Systems

latency-critical-systems

This skill helps optimize and verify latency-sensitive systems such as real-time dashboards, market data feeds, and streaming agents. It involves tracking p50/p95/p99 latency, freshness age, and queue depth. You will map hot paths and run live readbacks to ensure performance. Use this when throughput or data freshness matters in engineering contexts.

Make Interfaces Feel Better

make-interfaces-feel-better

A skill focused on polishing user interfaces so they feel more responsive, intuitive, and delightful. Covers interaction details, micro-animations, feedback states, and UX refinements for web and app frontends.

Interactive Plan Canvas Review Tool

A dedicated canvas for reviewing plans and visual artifacts. It facilitates a tight review loop where human users can annotate specific elements, chat, and provide explicit verdicts (Approve/Request Changes) directly in a local browser environment. This tool is ideal for getting detailed, actionable feedback on designs, reports, or complex plans, moving beyond simple text confirmations.

Review Troubleshooting Note Clarity

example-safe-skill

bytedance/deer-flow

This skill reviews a single Markdown troubleshooting note to assess its clarity and completeness. It is designed to identify unclear steps, missing prerequisites, or unverifiable claims within a provided note. Use it when a user asks for feedback to improve an existing troubleshooting document. It provides concise, actionable rewrite suggestions without making any external changes or edits.

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