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100 agent use cases · 42 frontend techniques · updated daily at 7:00 Beijing time

Latest agent use cases
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  • Generate an interactive codebase map with Claude or Codex

    Use the Floorplan plugin with Claude Code or Codex to transform your application codebase into a plain-English interactive map. It displays files, modules, and cross-repo network connections, while also running app health checks and tracking recent AI modifications.

    ClaudeCodex+1
    GitHubhaydenschmitty1.7kGitHub stars
  • RoadmapAI: Automatically turning user feedback into product roadmaps

    Deploy RoadmapAI agents on Discord, Slack, and GitHub to automatically convert every user feature request and bug report into a prioritized product roadmap, integrating with development tools via MCP.

    RoadmapAIDiscord+6
    X (Twitter)@karakhanyanS15likes
  • Drive 25x daily traffic growth with an AI-powered SEO and AEO engine using Grok

    Set up a daily automated workflow where Grok reviews your codebase and automatically submits PRs with SEO fixes, developer search guides, llms.txt updates, and free directory submissions. The creator simply reviews and merges the PRs, resulting in massive traffic growth.

    Grok bothttp://supercompress.dev+3
    X (Twitter)@arjunkshah216likes
Frontend picks
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  • Remove that AI-generated look from frontend interfaces with unslop

    Fix typical AI-generated UI flaws such as purple gradients, glows, emoji labels, loud copy, and uneven spacing by using the unslop skill for step-by-step audits and multi-round refinement, transforming generic outputs into interfaces with real character.

    Claude CodeCodex+7
    GitHubheydamir4.8kGitHub stars
  • Curing ugly AI frontends with production-grade UI design principles

    Benji, a design lead at X, open-sourced a skill set to give AI frontends production-grade aesthetic standards. It solves the problems of overloaded, flat, or generic AI interfaces by outlining 5 common anti-patterns, 7 execution steps to plan most of the UI before writing code, and a technique for recording and checking animation frames.

    Grok BuildClaude Code+3
    X (Twitter)@shannholmberg342likes
  • Using the open-source Impeccable project to fix AI's poor aesthetic sense

    For the problem of cheap-looking, poor-aesthetic AI-generated web pages, you can use the open-source Impeccable project to add UI design capability to programming agents like Claude Code and Cursor. It provides 24 commands plus a critique feature to refine designs and review issues.

    ImpeccableClaude Code+2
    X (Twitter)@TiagerBao112likes
Prices at a glance
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  • ChatGPT PlusCheapest: 🇵🇭 Philippines (App Store)¥104.61/mo≈ $15.6822% cheaper than the US
  • Claude ProCheapest: 🇵🇰 Pakistan (App Store)¥118.12/mo≈ $17.7111% cheaper than the US
  • Google AI ProCheapest: 🇹🇷 Türkiye (App Store)¥72.11/mo≈ $10.8146% cheaper than the US
  • SuperGrokCheapest: 🇹🇷 Türkiye (App Store)¥173.61/mo≈ $26.0213% cheaper than the US

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More recent use cases

All use cases

Build a real-time file tree panel for Claude Code

Developers built a free, open-source real-time file tree panel for Claude Code that displays files read and edited by Claude, along with current operation status, right beside the chat window. It supports desktop, VS Code extensions, and terminals, running entirely locally.

ClaudeClaude CodeVS Code+2
Reddit r/ClaudeAI/u/mCadamek

Six human-in-the-loop design patterns for AI agents

This guide outlines six human-in-the-loop patterns for AI agents, ranging from logging only and daily digest reviews to confidence thresholds, draft-then-send, side-effect approval gates, and two-person approval, helping developers effectively manage operational risks.

LangGraphClaude Agent SDK
Reddit r/AI_Agents/u/Relevant_Strategy_38

Automating two years of overdue taxes with Claude

The user built an automated accounting system around Claude to clear two years of transaction records across three banks, matching receipts and invoices while generating reports in the format required by the Dutch tax authorities. This approach cleared a two-year backlog in a single afternoon and compiled a list of edge cases for the accountant.

Claude
agentusecases.ai

Automate LinkedIn lead evaluation and outreach drafting with n8n

This workflow uses n8n to read and enrich LinkedIn profiles, leverages an AI agent to score them against an Ideal Customer Profile (ICP) and draft three outreach messages, and saves the results to Google Sheets.

n8nSourceGeekGoogle Sheets
agentusecases.ai

Scrape LinkedIn profiles and auto-generate cold emails using n8n

An n8n workflow receives LinkedIn links, scrapes user profiles, and uses AI to write personalized cold emails. The author reports booking 20-30 high-quality calls per month.

n8nApifyClaude+4
agentusecases.ai

Reverse engineer software, websites, and games using Craft Anything

Study how a target website, app, game, or file works using real inspection tools, then have a coding agent build a new project in your specified tech stack, compare it against the original, and continuously refine it.

Craft AnythingClaude CodeGhidra+2
GitHubstorytold892GitHub stars

nebu.lifeNebula AI Playbook · Daily AI use cases, prompts and prices

Content is collected daily from public sources and summarized with AI. Every entry links to the original, and copyright stays with the original authors. Spotted an error or a rights issue? Let us know via the contact page.

Last updated 2026-11-02 12:11 (Beijing time)