Build · Advanced · A weekend per helper
Build a life admin assistant with open-source AI agents
Hand off the dull admin, like cancelling subscriptions, school emails and sorting photos, to agents you run.
Instead of paying for Manus, Zapier, Make, ChatGPT Plus, Dropbox, Box or Google Photos.
What you'll build
A set of helpers for the admin nobody enjoys: spotting subscriptions you forgot about in a bank export, turning the school newsletter into calendar events, filling in tedious web forms, and sorting years of family photos. Each helper is a small automation you switch on when you need it, using a local AI model to read and decide, and a browser agent for forms. You stay in charge: it drafts and prepares, and you approve anything that matters.
Blueprint
Activepieces reads emails and exports, Ollama picks out dates and charges, Skyvern fills in web forms, and Nextcloud holds the calendar and files. PhotoPrism sorts the photo library.
- You An email, bank export or file to handle Activepieces
- Activepieces The text, with what to look for Ollama
- Ollama Events and notes for the calendar Nextcloud Server
- Activepieces A form to fill, after you approve Skyvern
- Skyvern A screenshot of the form before it's sent You
The repos
- 01 · Fill in web forms Skyvern
Browser agent that uses vision LLMs to fill forms, log in and run multi-step web workflows, with a local UI, no-code workflow builder and Playwright SDK.
- Setup
- Easy to medium; pip install plus skyvern quickstart, or docker compose up with an LLM key in .env source
- Hardware
- Not documented; a vision-capable model is needed
- Paid extras
- Nothing paid with a local Ollama model; cloud LLM APIs and Skyvern Cloud (with anti-bot measures) are optional
- 02 · Connect the apps Activepieces
Self-hostable no-code automation builder with 280+ TypeScript integrations ("pieces") that are also exposed as MCP servers.
- Setup
- Medium, install script or a single docker run with embedded database source
- Hardware
- Not documented
- Paid extras
- None required; enterprise licence and Activepieces Cloud are optional
- 03 · Read and decide Ollama
Local model runner that downloads and serves open LLMs (Gemma, Qwen, DeepSeek, gpt-oss and more) with a CLI and local API.
- Setup
- Easy; one-line install script or installer, then ollama run source
- Hardware
- Apple M-series or x86 (CPU only) on Mac; 4GB for Windows binary; RAM not stated source
- Paid extras
- None for local use; Ollama Cloud plans optional (Pro $20/month)
- 04 · Calendar and files Nextcloud Server
Self-hosted file sync and share server with desktop and mobile clients, share links, file versions and an app store for calendar, contacts and more.
- Setup
- Medium; All-in-One Docker image, appliances, or manual PHP/web server/database install source
- Hardware
- At least 128 MB RAM per PHP process, 512 MB recommended source
- Paid extras
- None required; Nextcloud Enterprise (paid support) and hosted providers are optional
- 05 · Sort the photos PhotoPrism
Self-hosted photo library with AI labels, face recognition, search filters, maps and sharing; some features need a paid membership.
- Setup
- Medium; Docker Compose, multi-arch images for AMD, Intel and ARM source
- Hardware
- At least 2 cores, 3 GB RAM, 64-bit OS and 4 GB swap; SSD recommended for large libraries source
- Paid extras
- None required; membership adds features such as interactive world maps and a web UI for user management
Step by step
Install commands change, so each step links to the repo's own docs for the exact commands.
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Pick one chore
Start with a single job, such as the weekly school email. Write down exactly what you do by hand today; that's the recipe the automation will follow.
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Set up the hub
Install Activepieces and Ollama. Activepieces runs each chore as a flow; Ollama reads the text.
Uses Activepieces · its docs
-
Put events in your calendar
Use Nextcloud's calendar as the shared family calendar. Have the flow add the dates Ollama finds, marked "suggested" until you confirm them.
Uses Nextcloud Server · its docs
-
Sort the photo pile
Point PhotoPrism at your photo folders; it groups by date, place and people so you can tidy them.
Uses PhotoPrism · its docs
Watch out
Skyvern works best with a vision model and needs watching on sites that change often. Never let it enter card details.
Take it further
- Warranty reminders from receipts and manuals saved in Nextcloud.
- A family gift list built from hints you forward to it.
- A travel plan that drops bookings and times into the shared calendar.
Questions
Is it safe to let an agent fill in forms?
Only with limits. Keep it to forms without payments or passwords, and make it stop for your approval before anything is sent.
Do I need all of it?
No. Each chore is independent; most people start with one and add more.
Will it cancel subscriptions for me?
It can find them and draft the cancellation email. Cancelling is a decision you should make and send yourself.
Every repo here is open source, still maintained and checked against its own documentation. How we check →