Claude
151 published cases mention this tool.
This tag covers the general Claude assistant (chat, desktop, and similar forms — Claude Code, Cowork, and the Chrome extension have their own pages), with 151 cases. Typical jobs: flagging risks in a 50-page contract, catching up two years of overdue taxes, bulk-refactoring a million-line codebase, and investment research. One hard number on record: 16 Claude agents wrote a 100,000-line C compiler over ~2,000 sessions for about $20,000. Limits: results are mostly self-reported, several sources no longer open (multiple 403s), and human review is expected at key steps.
Common task settings
- Everyday life · 38
- Office & operations · 26
- Marketing & sales · 22
- Software & development · 21
- Finance & legal · 21
About these tool references
Tool names and associations come from the tools field of each published case. Every linked case retains its original source. Inclusion is not vendor endorsement; reported results are not independently verified.
Cases using Claude
- Generate two weeks of social content in three hours
Suggested implementation: Batch two weeks of social content in a single session using Claude. Inputs include a markdown brand guide, weekly themes, and platform-specific rules for Instagram, X, and LinkedIn.
- Build a report-writing program for real estate appraisals
Suggested implementation: A non-technical real estate appraiser uses Claude Code to build a report-writing program.
- Post to all socials from Claude with approval
Suggested implementation: Build a custom connector linking Claude to social accounts. Input a topic or URL; Claude drafts captions, selects images from a database, and generates platform-specific preview links.
- Triage support emails and draft refund-policy replies
Suggested implementation: A consultant configured Claude Projects with returns policy and brand voice guides.
- Run GTD task management through Claude with Todoist
Suggested implementation: Grant Claude Code read access to Todoist, email, calendar, and a Markdown-based memory system.
- Cut a hospital bill using Claude's Medicare price analysis
Matt Rosenberg, a NY-based marketing consultant, asked Claude to analyze a $195,000 hospital bill. Claude helped him navigate complex billing codes and compare the charges to Medicare prices.
- Schedule 60 short videos in YouTube Studio
The user requested Opus 5.5 to generate 60 short videos for the Kepler IPTV app. The agent then autonomously installed the Claude Chrome extension and scheduled all videos in YouTube Studio.
- Babysitting LLMs in Copilot Agent Mode: Four Full-Stack Builds, Four Models
1. Prepared three files before each run: PROJECT.md (spec), TASKS.md (step-by-step list), copilot-instruction.md (agent rules). [Setup · Preparation] 2.
- Audit websites for SEO issues with a browsing agent
The workflow uses a Python tool with Browser Use and Claude API to audit URLs listed in input.csv.
- Pair-program with LLMs on personal projects
Not since the advent of LLM based AI. I’ve used the web incarnation of Claude in the past and lately, Jules (Gemini with a GitHub integration).These tools require a certain approach to do pair-programming, but I’m OK…
- Build a self-hosted bookkeeping and finance app
Suggested implementation: Use ChatGPT for high-level accounting planning, Claude for implementation specs, and Codex for gap analysis.
- Draft email replies and add calendar invites
Put your inbox on autopilot with Claude Loops When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works.
- Run your side of a home insurance claim
Suggested implementation: Use Claude to manage home insurance claim documentation. The agent reads policy terms, organizes scanned ALE receipts, logs adjuster correspondence, and flags delays or coverage discrepancies.
- Plan and order a week of groceries with Claude
Suggested implementation: Use Claude to convert personal metrics (weight, height, activity, goal) into macro targets and generate a weekly meal plan with portion sizes. Export this to an Excel shopping list.
- Run weekly marketing content in brand voice
Suggested implementation: A two-person team configures Claude routines for marketing channels and ProspectZero for outbound.
- Run parallel Claude sessions to build and test apps
Myself specifically, I have a /code folder without about 10 copies of our codebase, each running their own claude sessions & git branch. Then, I have 10 terminal branches.
- Fill out immigration forms through a Spanish conversation
Suggested implementation: Users select a conversational mode on immigration forms. Claude asks questions in plain Spanish and submits answers via an answer_question tool.
- Generate a daily personalized trading research report from brokerage data
Suggested implementation: Use Claude to generate a daily personalized trading research report.
- Analyze budgets and research investments from bank data
Suggested implementation: Use WisePenny to pipe transaction data from bank accounts into ChatGPT without sharing bank logins or broad third-party permissions.
- Win a small legal case with Claude's help
Suggested implementation: Use Claude Opus 4.5 to research legal disputes, plan case strategy, and draft civil suits for pro se filing.
- Build a cardiac health tracking app
Suggested implementation: A user with no coding experience uses Claude to convert a personal health spreadsheet into a progressive web app (PWA) for tracking vitals like blood pressure and weight.
- Search literature and write notes into Zotero
With agentic AI tools taking the world by storm, this post explores various academic use cases with Claude Code, an AI assistant developed by Anthropic.
- Control your Mac by voice with a Claude-backed assistant
Hold ⌃ control ⌥ option space, say what you need, let go. Atticus moves your windows, finds your files, reads your screen and gets it done. ☕ Leave a tip · Atticus is free; tips keep it going.
- 16 Claude Agents Write a 100,000-Line C Compiler: Linux 6.9 Builds for $20,000 over ~2,000 Sessions
Chapter 01: Enabling long-running Claudes PublishedFeb 5, 2026 Published Feb 5, 2026 TeamEngineering Team Engineering TopicsAgentsCodingClaude CodeContext engineeringSee more...
- Formally verify software at large scale with Claude
Chapter 01: Introduction PublishedOct 22, 2026 Published Oct 22, 2026 TeamFrontier Red Team Team Frontier Red Team TopicsCybersecurityCodingOpen sourcePartnershipsSee more...
- Build a UAV CAD, CFD and DFM optimization app with coding models
I've tried smaller models and the best open models for a specialized UAV focused CAD + CFD + DFM optimization application I'm building.The best open weights models still had a lot of defects and very egregious mistakes…
- File an income tax return through the tax portal
Suggested implementation: The user provided Form 16 documents to Claude Desktop App and requested ITR-1 filing.
- Plan meals and place grocery orders from a Google Doc
Suggested implementation: Use Claude to draft a two-week meal plan based on household preferences and prior feedback. After human approval, Claude generates a Walmart grocery list including pantry staples.
- Analyze Garmin data for meal planning and health patterns
Suggested implementation: Maintain separate Claude projects for meal planning and health tracking. Manually input key data points from wearable devices, body-composition scales, and medication logs.
- Diagnose AWS issues with read-only Claude access
I work at a startup and often deal with every part of the stack--programming, deployment, db, cloud environment, networking blah blah. AI agents have just gotten superhuman at computer use.
- Record meetings and suggest answers live from uploaded files
Parrot is a meeting recorder for your Mac with a live AI assistant built in.
- Prospect, score leads and run outbound email sequences
Suggested implementation: An agent scans Apollo.io and job boards twice daily for prospects matching an ideal customer profile (ICP). It scores leads 0–100, filtering out low scorers.
- Run routine store checks on delayed orders and stock
The thread describes a store owner connecting Claude to Zendrop through its MCP and using it for routine read-style store checks rather than autonomous decision-making.
- Give Claude access to your WhatsApp messages via MCP
Connect ChatGPT, Claude or Grok to your WhatsApp. It is a read-only MCP server over your own message history, stored encrypted, and open source.
- Grade student submissions from Canvas against a rubric
Vaibhav Bhandari built a pipeline using Canvas API and Claude to grade Hacker Techniques & Exploits labs.
- Scan every git commit for secrets and injection flaws
Suggested implementation: Integrate Manta, a local git workflow tool, to hook into each commit and automatically run 11 Claude Code CLI agents before code reaches the repository.
- Schedule social videos and posts through an agent
Suggested implementation: Use SocialClaw to connect social accounts for agents like OpenClaw or Claude. The workflow involves scheduling posts, uploading media, and publishing from a unified workspace.
- Log meals and medical metrics into a health spreadsheet
Suggested implementation: Create a 'Health Related' folder in Claude Cowork and request a spreadsheet and skill for tracking diet goals and medical metrics.
- Race three models to build a Counter-Strike clone
The team tasked Codex Max 5.1, Claude Opus 4.5, and Gemini 3 Pro with building a multiplayer Counter-Strike clone from scratch using their respective CLIs.
- Screen incoming real estate deals and research tenants
Suggested implementation: Use Claude or ChatGPT as a first-pass analyst to process deal details, comps, and rent rolls.
- Catch up on two years of overdue Dutch taxes
Suggested implementation: Build an automated accounting workflow using Claude to ingest two years of transactions from three bank accounts and scrape emails for receipts.
- Review a housing court case as an experienced attorney
Suggested implementation: The user attempted to use Grok for housing court filings, which resulted in a missed deadline. They then switched to Claude to draft an opposition brief.
- Let an agent extend its own code inside a Docker sandbox
Hi HN, I built Miguel, an AI agent (Claude + Agno framework) that reads, modifies, and extends its own source code autonomously, sandboxed inside Docker.I gave it 10 seed capabilities (answer questions, read own code,…
- Email daily deal briefs from Zillow listings to real estate agents
The operator uses a Zillow scraper to collect daily listings and feeds them into Claude to generate a 'Deal Intel Brief' containing top listings, price cuts, and outreach scripts.
- Query two years of WHOOP and blood-lab data
This is v2 of health-lakehouse-agent. In v1 I built a lakehouse on Databricks for two years of WHOOP biometrics and my blood-lab PDFs, then put a Genie agent on top of it.
- Guide Claude through mandamus complaint filings
This file is intended to be shared with Claude to give it instructions on how to make an effective Mandamus complaint and also demand letter.
- Build interactive HTML presentations for history classes
Suggested implementation: A history teacher uses Gemini Pro 2.5 for brainstorming lesson methodologies, gamification, and skill targets. Claude is then used to generate interactive HTML presentations.
- Redline lawyer documents with native Word tracked changes
Track changes, comment-driven edits, and cross-app context. Copilot doesn't do any of it this well yet.
- Plan parties and shop for products with Claude
Suggested implementation: Use Claude to brainstorm personal non-work activities, such as party planning or product shopping, based on the community discussion topic.
- Build a charting tool from blood test PDFs
July 18, 2024 · 4 min read TLDR I want to share something interesting I’ve been playing with recently. I’ve been experimenting with LLMs to build user interfaces for unstructured data.
- Automate teacher report marking, assessment dashboards and curriculum planning
Suggested implementation: A primary teacher reportedly used Claude to generate a Google Apps Script for report marking, a dashboard for assessment data, and a curriculum-mapping skill.
- Patch and write software on old iMacs over SSH
I still rock a 2007 iMac for my iPod and CD collection. You can still run modernish Firefox using a port called Powerfox on Mac OS X 10.6.
- Coach training and diet from wearable data
Suggested implementation: Integrate wearable data (e.g., Garmin) into a time-series database like InfluxDB.
- Reverse engineer device hardware and write drivers
I reverse engineered almost all electronics I own. Does it have USB that does more than just charging? Connect it to a computer and let AI play with it.
- Hand a one-person business to AI agents for a week
Suggested implementation: A solo business owner configures three specialized Claude agents for research, content creation, and customer support.
- Let AI agents place DoorDash orders
DASH Investing.com -- DoorDash co-founder and CTO Andy Fang unveiled dd-cli on Wednesday evening, a command-line interface tool that allows AI agents to autonomously search restaurants, compare deals, and complete…
- Audit your posting history for unkept promises
Posted on Sep 8 Every social platform rewards the same thing, and it isn't a secret: showing up regularly. The hard part isn't writing.
- File tenant complaints against a landlord automatically
Suggested implementation: A tenant facing a $400 rent increase in Bushwick, NYC, uses a Claude agent to draft and submit 14 tenant complaints to the NYC Housing Board.
- Run Claude on a cronjob for morning briefings and email tasks
SyneRyder implemented a custom 'Claude-in-a-loop' using a cron job to execute `claude -p` during early morning hours.
- Generate LEGO CAD models in LDraw with AI agents
Build LEGO models with an AI agent, ordinary JSON plans and LDraw parts. The tools find parts and reference constructions, generate editable MPDs, check geometry, render previews and compare parts lists.
- Build a formally verified Lean web app runtime with an agent
Lasm compiles Lean 4 to WebAssembly. You write your app in Lean, prove what matters about it, and run it on Node.js, Bun, Deno, Cloudflare Workers, Vercel, Netlify, Deno Deploy, Supabase, AWS Lambda, Azure Functions,…
- Dispute a car rental damage charge with Claude
Quick summary Travelers are increasingly using artificial intelligence to draft complaints to travel companies, but this often leads to negative outcomes.
- Make auditable rule-based decisions with RAG-written explanations
Suggested implementation: Configure a Rete rule engine to determine decision outcomes based on business logic.
- Generate monthly marketing reports and buying-intent replies
Suggested implementation: Upload SEO, social, GA4, and GSC reports into Claude with detailed business context to generate monthly update reports.
- Analyze competitor ads and generate on-brand ad creatives
Suggested implementation: Use the Claude Agent SDK to build an Ad Agent that identifies competitors, analyzes their ad strategies, and generates on-brand creative assets.
- Run an 11-agent team for trading prep
The trader organized a daily swing-trading prep workflow into 11 separate Grok Bot agents with an org-chart structure, shared memory, and verification steps.
- Track personal investments with a Claude-built portfolio tracker
Suggested implementation: Define asset allocation logic in Excel, then use Claude to generate a PWA/HTML portfolio tracker for laptop and mobile.
- Run SEO strategy and content with Claude to grow a product
Suggested implementation: Export weekly data from Google Search Console, Ahrefs, and Google Analytics into Claude.
- Create Apple II software by conversation with Claude
Suggested implementation: Revive an Apple II Agent project using an Apple IIe with an Ethernet card and custom client.
- Enrich and store contacts in a personal CRM
The author built a personal CRM using an agent-native architecture where Claude acts as the interface, connected to a Supabase database via MCP with four atomic tools (query, insert, update, delete).
- Run a personal doorman agent on a $7 VPS
The author built a public-facing AI agent ('nullclaw') on a $7/month VPS to answer portfolio visitors' questions using actual GitHub code rather than resume text.
- Vibecode a video tool and generate its hype video
Suggested implementation: Use Claude to generate a promotional video concept for a newly developed video tool.
- Have Claude implement most of a day job's work
Suggested implementation: Build a .NET console app integrating Claude CLI and GitLab.
- Run real estate transactions with autonomous agents
Spent a weekend building SixPercent.ai. It's a fully autonomous system where AI agents handle real estate transactions end-to-end — no human agents involved.
- Rank 200 resumes into a shortlist with Claude
She told me about it over lunch, and I've been thinking about it since. She's a solo recruiter at a small startup. She received over 200 applications for one role, and she didn't have time to go through them manually.
- Try to book a Warsaw to London trip with Claude
The user attempted to automate a Warsaw-to-London trip booking using Claude's connectors for Expedia and Kiwi.
- Find exploitable bugs in smart contracts
Researchers built SCONE-bench, a dataset of 405 exploited smart contracts, to evaluate AI agents' economic impact.
- Turn Slack and call transcripts into Claude Code tasks
Suggested implementation: A persistent Claude agent monitors Slack and call transcripts to identify tasks and draft Claude Code prompts.
- Let Claude buy a game autonomously
Suggested implementation: Build a payment infrastructure using custom Model Context Protocol (MCP) servers to enable an AI agent to purchase digital goods.
- Fix a Linux kernel memory management problem with Claude
Suggested implementation: Use Claude to generate code, unit tests, documentation, and debug hooks for Linux kernel memory management issues, while acting as a code reviewer.
- Survey AI product names with a swarm of search agents
The author deployed a swarm of Claude agents to execute 4,654 web searches, aiming to catalog AI product names across various industries.
- Manage and launch paid ad campaigns via an ads MCP
Suggested implementation: Use an ads MCP like AdKit to report on and manage campaigns.
- Check taxes against receipts and bank statements
Suggested implementation: A user inputs anonymized household tax data, including spouse LLC revenue and expense streams, into Claude Opus.
- Sort tax documents and fill IRS forms
The author used Claude to classify tax documents (W-2s, 1099s, bank exports) and extract data into auditable flat files. They built custom skills for generating formula-based workbooks and PDF signatures.
- Reverse-engineer a book file format to search it
Suggested implementation: Upload a book file to Claude's project context. If the RAG indexer fails, instruct Claude to use Unix commands (e.g., `file`, `hexdump`) to identify the format and `grep` to search contents.
- Draft transactional documents with Claude in Word
Suggested implementation: Use Claude in Word and coworking tools to draft transactional documents.
- Monitor Reddit, draft replies and schedule posts
Suggested implementation: Build a personal Claude agent using the Agent SDK and Claude Code subscription to act as a social media manager.
- Book a restaurant table through a Resy connector
Suggested implementation: A user adds the Resy connector to Claude via Customize > Connectors. The user prompts Claude for dining options near a specific location with party size and time constraints.
- Build a first app with no coding experience
Suggested implementation: A user with no coding experience builds a persuasive writing app (Rhettit.app) using Replit Agent and Claude.
- Text every World Cup final score to a friends' Signal group
A small AI agent that texted the final score of every 2026 FIFA World Cup match to a Signal group chat of three friends, each one written up by "Claudia," a flirty robot soccer commentator.
- Consolidate bank statements into a spending dashboard with Claude
Miles Deutscher uses Claude to consolidate monthly bank statements into a visual spending dashboard. The workflow involves dragging statement files into the AI, which then aggregates data and calculates metrics.
- Run side hustle invoicing, payments and bookkeeping
I have a SaaS doing about 10k MRR on the side of my full time job. The product mostly runs itself at this point but the finance side was draining me.
- Spend leftover AI quota on reviewable PRs
The author, a startup founder, used RemainderBot to automate small, context-heavy tasks by leveraging unused Claude and Codex subscription quotas.
- Compile and filter apartment listings
Property managers and renters use AI tools like Claude and ChatGPT to streamline apartment hunting.
- Open a Search Console report in Chrome
Kevin Welter's AI employee Sebastian used the Claude in Chrome extension to access a Google Search Console report unavailable via API.
- Generate ad-copy variants and scrape competitor ads
Feels like there’s a new tool every week promising to fix creatives, automate content, or improve SEO workflows. I tried a few, but most either don’t go deep enough or end up slowing things down instead of helping.
- Automate Instagram DMs to potential matches
Developer Ben Guez used Anthropic's OpenClaw framework and Claude AI to build a script that autonomously browses Instagram, identifies potential matches, and sends direct messages.
- Reverse engineer a classic game ROM via Ghidra MCP
The author used Claude connected to Ghidra via an open-source MCP server to reverse engineer an Atari 8-bit ROM.
- Automate a day job as an automation engineer
Suggested implementation: Use Claude to generate a Python script for extracting specific data fields from target websites, replacing manual data entry.
- Prepare federal and state tax returns from a folder
Suggested implementation: A user directs an AI assistant to a local folder containing tax documents. The AI parses forms, queries missing details, and calculates carryover losses.
- Monitor hotel prices daily and alert on drops for rebooking
Suggested implementation: Use Claude with hotel-site connectors (Booking.com, Tripadvisor, Brek, LetsFG) to normalize full-stay totals including taxes.
- Fill lengthy web forms from spreadsheet data
Suggested implementation: Use Claude with Playwright MCP to automate filling long web forms using data from Google Sheets or Excel.
- Book restaurant tables via OpenTable and Resy
For about a year, the standard demo of an "AI agent" booking dinner ended the same way: the model found the restaurant, showed you the times, and then politely gave up.
- Handle Shopify support tickets, orders and refunds
Meets our highest standards for performance, design, and integration. Learn moreOpens in new window Featured images gallery + 1 more Automate your customer support in minutes with AI agents and AI chatbot.
- Reclaim forgotten crypto airdrops and deposits
The author used Claude and ChatGPT to scan their entire blockchain transaction history.
- Run a daily-updated local business directory autonomously
Suggested implementation: Use Claude to optimize a local HVAC business website for AI search visibility. Inputs include existing site content, local service areas, and service FAQs.
- Run Monte Carlo simulations on a retirement portfolio
Suggested implementation: Use Claude to model a 60:40 retirement portfolio over 15-20 years with a 6% baseline return. Randomly insert two to three historical bear markets and layer in one-time home-improvement costs.
- Automate legal drafting and workflows with Claude Code
A transactional lawyer reportedly bypassed legaltech wrappers to use Claude directly. Claude Code was used to build integrations and run agents on custom workflows, while Claude for Word beta handled document drafting.
- Research markets and accounts with Claude Cowork for sales
Suggested implementation: A salesperson uses Claude Cowork connected to the ZoomInfo API to pull prospecting data while handling calls.
- Play Game Boy games through an emulator
An AI-powered game playing agent using Claude and PyBoy Overview Claude Player is an AI agent that lets Claude play Game Boy games through the PyBoy emulator.
- Build an anonymous wall of hopes and fears about AI
Suggested implementation: Build an anonymous web application where users submit hopes and fears about AI. Use Claude Haiku to moderate submissions and categorize them, and Claude Opus to regroup posts and name themes.
- Let agents play computer games all day
Suggested implementation: Assign seven AI agents (e.g., GPT-5, Claude Opus 4, Gemini 2.5 Pro) to a shared Linux environment with general computer-use tools and a group chat.
- Build a bare-bones Windows VNC client from an email brief
The user attempted to build a bare-bones Windows 10 VNC client using AI tools (Claude and ChatGPT 5.6 Sol) to bypass macOS keysize compatibility issues.
- Bulk-refactor a 1M-line codebase for stricter compiler settings
The author uses Claude to bulk-refactor a 1M+ line .NET monorepo to satisfy 50 stricter compiler settings, generating ~200K fixes.
- Turn a large quarterly PDF into short documents and requisitions
Suggested implementation: A user receives a large quarterly PDF and uses Claude in a chat interface to generate multiple short documents, Excel-based requisitions, and summary tables.
- Track competitor prices and contacts into Google Sheets
The user implemented a workflow combining a custom web scraper with Claude AI to automate competitor research.
- Log workouts into Notion from Telegram messages
Suggested implementation: Configure a Claude agent within a Telegram chat, integrating Whisper for voice transcription and Notion API for database updates.
- Run AI-led technical interviews for recruiting
micro1 uses Claude to conduct over 3,000 AI-powered technical interviews daily, replacing manual screening and take-home tests.
- Find fitting job postings and tailor resumes
The user attempted to use Claude to automate job applications, citing a desire to counter AI-driven rejection systems. However, the tool reportedly refused the task, citing violations of its Terms of Service.
- Run a Monday competitor-monitoring brief from job listings
Suggested implementation: Use Claude to scrape public job listings from competitor websites every Monday. The agent extracts role titles, required skills, and hiring volume to infer strategic shifts.
- Generate parametric CAD models from a prompt
🌐 Try it live 👉 adam.new/cadam. Generate a CAD model in seconds, right in your browser. No install required.
- Score off-market real estate deals from emails
Suggested implementation: Connect a dedicated Gmail inbox to a Python worker that splits multi-deal emails. Use a low-cost Claude model to extract fixed JSON fields, leaving unknowns null.
- Turn a massive CSV dump into a trends dashboard
I think a chatbot or voice is a horrible interface for most things. There is 0 chance for discoverability, so the application's function is limited by the user's imagination.
- Recreate a video ad as a JavaScript animation
The user downloaded a ChatGPT ad video and audio from YouTube, then instructed Claude (Opus 5.5) with ffmpeg access to recreate the video as a pure JavaScript animation.
- Have Claude find a torrent and add it to qBittorrent
I (M26) matched with a cute girl (F31) on Bumble and, after getting some drinks, we went to my apartment, where ConBee II runs all Zigbee devices for a local smart home set up.
- Produce a finished music release from one chat
The user prompted Claude to write lyrics for a song about a specific theme and genre.
- Recover unidentified funds with a treasury skill
Cornell's finance and AI teams developed a custom /treasury skill using Claude to identify and recover back payments.
- Test AI annotations on student problem sets
One month after the rollout of Dartmouth Claude to campus, the College lacks policies on faculty AI use.
- Build Home Assistant automations with Claude
Suggested implementation: A user connects Claude to Home Assistant via MCP to generate automation YAML instead of hand-coding.
- Let AI agents search a store, build carts, and prep checkout
Suggested implementation: E-commerce sellers provide website links to enable agentic commerce capabilities, allowing AI agents to search stores, build carts, and prepare checkout.
- Search state databases for unclaimed property under old names
Suggested implementation: Use Claude to search official unclaimed property databases (e.g., MissingMoney.com, state treasuries) using current and former names across all states of residence.
- Design polished websites by pairing Claude Design with Claude Code
The author uses Claude Design to establish visual direction and design tokens, then hands off the project to Claude Code for implementation.
- Flag risks in a 50-page contract before signing
Suggested implementation: Upload a 50-page contract PDF to Claude.
- Let Claude drive a Mac to play chess and make notes
Suggested implementation: Configure Claude with accessibility and screen recording permissions on a Mac mini. The agent should open Notes to create simple lists, such as a shopping list, triggered via mobile dispatch.
- Take orders for a sushi chain with an agent
Suggested implementation: Integrate Instagram DMs via Meta API with Claude Sonnet 4.6. Configure a knowledge base containing menu items, allergens, delivery zones, hours, and conversation rules for multiple locations.
- Run daily market trend research across X and Reddit
Suggested implementation: Use Claude Cowork as a scheduled task runner with browser access to gather daily market trends from X/Twitter and Reddit.
- Plan trips and social calendars with Claude
Suggested implementation: Use Claude to design a phone-friendly web app for trip planning, birthday reminders, and social calendars.
- Log, categorize and file invoices for bookkeeping
Suggested implementation: Users drop unrenamed receipts into a folder. Every couple of weeks, an agent logs each receipt into an expense tracker, categorizes it, and renames the file using date, vendor, and total.
- Fix Shopify SEO and find ad waste with a Claude agent
Suggested implementation: The user describes dropping a Shopify store URL into a Claude-based agent to analyze SEO issues, fix them, and identify wasted ad spend.
- Plan with PRDs and delegate tasks to cheaper agents
Suggested implementation: Use a high-level agent (e.g., Opus) to draft a Product Requirements Document (PRD) and decompose it into a discrete task list.
- Iterate on app projects while Claude handles change requests
Suggested implementation: Use Claude Code or Claude Cowork to process application change requests asynchronously.
- Hand inbox sorting to an AI agent
Suggested implementation: Use Claude's Cowork tab to automate morning inbox triage. The agent checks the last 24 hours of mail, labels threads as Important or Archiveable, archives the latter, and labels receipts.
- Claim refunds for delayed or cancelled flights with Claude
Suggested implementation: A user informs Claude of a flight delay, leveraging existing context from a prior booking via a custom MCP connector. Claude is instructed to research current U.S.
- Review AI-written code with a layered agent review process
The Claude Code team implemented a layered review workflow to handle high-volume AI-generated code. Inputs include pull requests, diffs, and project context files like CLAUDE.md.
- Run longer coding sessions with Copilot Agent Mode
The author attempted a complex GitHub tutorial with Copilot Agent Mode but entered a dependency loop and stopped.
- Delegate browser tasks like flight booking to Manus
TLDR: Overall I rate Manus 6/10 mostly because the website builder is really good. But if my agent was a person, they'd be fired and sent back to summer school! I'm not a programmer.
- Manage family chores and track grocery ads with Claude
Suggested implementation: Use Claude to brainstorm and organize personal life tasks, such as managing family chores or tracking grocery ads.
- Build a mental models framework with a multi-agent dev team
A solo founder coordinated Claude, ChatGPT, Windsurf, and Cursor as role-based team members using a SITREP protocol for parallel execution.
- Extract sales metrics from call transcripts
Suggested implementation: Feed sales-call transcripts into a Claude workspace pre-loaded with product docs and brand voice guidelines. Configure Claude to extract KPI fields like revenue, leads, and CPL for trackers.
- Investigate market moves and alerts with an agent on your charts
Download Desktop · Self-hosting · Features · Tea OpenChart brings AI agents into every step of your investment journey: statistical and technical analysis with code and charts, real-time responses to market events with…
- Run bioinformatics prediction challenges end to end with agents
Suggested implementation: Use Claude agents to execute end-to-end bioinformatics prediction challenges.