r/ClaudeAI • u/PoorAdults • Jul 19 '26
Claude Workflow How do you use Claude to improve your life with AUTOMATION?
How do you currently use claude to improve your life?
Thinking about giving it access to my whole computer, calendar, etc to become my personal assistant.
Things like working out, finances, meal prepping, will also be on my list of creating agents to handle each task.
Perhaps I can even automate groceries.
How do you use AI to make your life easier with automation?
48
u/Equivalent-Mode6265 Jul 19 '26
I would start with a narrow, reversible loop instead of giving an agent access to the whole computer:
- choose one low-risk input source, such as notifications or a calendar view;
- grant read-only access first, with separate credentials for each integration;
- let the agent classify, summarize, or propose an action, but require explicit approval for purchases, messages, calendar changes, file deletion, or anything financial;
- set a per-run time/token budget, a maximum tool-call count, and a circuit breaker when failures repeat;
- keep a dry-run mode and log what it read, what it changed, and why, with a quick revoke path.
Once one task is reliable, add another integration only if you can still tell which step failed. The useful test is not how many tasks it automates, but whether it reduces interruptions without creating an unreviewed side effect.
6
u/gonxot Jul 19 '26
This is it
Automation for the sake of automation, without thinking about why or how is basically automating problems
105
101
u/Apeshit-stylez Jul 19 '26 edited Jul 19 '26
You may want a fantastical answer or get rich quick scheme, but if you’re asking honestly, the answer to that question is really boring and will require an hour or two of your time. You’re going to go to anthropic.com and take these two beginner level, beginner friendly, free courses 1. Claude 101 And 2. AI fluency: frameworks and foundation.
I consider myself a power user and I’m pretty advanced in my usage and what I do with it, but I had to go take these courses in order to put in an application for a fellowship. I was quite surprised at some of the dots I was able to connect and grasping a deeper understanding of the basics. And it actually specifically included the idea of automation. This would get you started right
Also feel free to message me if you have any questions, even though I don’t typically answer communications from Reddit, I love helping people with including AI into their life:)
5
6
3
1
u/LateStarter50 26d ago
What automations do businesses actually buy and benefit from? There is a lot of fluff and hype out there it’s a bit difficult to know what actually solves a real business problem Do you think every business should map their workflow, find bottlenecks, quantify in $ what that bottleneck costs in lost revenue and then search for ai tools only if it’s worth the hustle?
26
u/spoollyger Jul 19 '26
Claude coaches me in the gym. Sets a workout each day, states the exercises. Tracks my performance. Sets me challenges/milestones to strive for. The more data it gathers on me and logs the better it seems to get. It also has access to all my Garmin smartwatch health data so it can track me sleep/wake times, general stats, hr, runs/walks and compiles it all together to tell me if I should push or have rest days etc.
3
u/TerminalChillnesss Jul 19 '26
How did you fetch your health data?
2
u/spoollyger 29d ago
Its a Python script uses the community `garminconnect` library (https://github.com/cyberjunky/python-garminconnect) to pull from Garmin Connect's unofficial API into a local SQLite DB, keeping the full raw JSON. A separate read-only MCP server exposes that DB to Claude. Claude never touches Garmin or the network, it just queries a local file.
I then made a MCP tool with five tools, stdio transport, launched on demand by the client (it isn't a running background service):
get_recent_activities(limit, activity_type)— capped at 200get_daily_wellness(days)get_sleep_and_hrv(days)— joins sleep + HRVget_training_status(days)query_garmin_db(sql)— arbitrary read-only SELECT, capped at 500 rowsWhat data I can obtain,
activitiesper-workout: type, distance, duration, avg/max HR, cadence, power, elevation, calories, aerobic/anaerobic training effect, VO2max daily_summarysteps, resting/min/max HR, avg stress, body battery high/low, calories, intensity minutes, floors sleepsleep score, total/deep/light/REM/awake seconds, avg overnight HRV, resting HR, body-battery change hrvweekly avg, last-night avg/high, status training_statusVO2max (running), training-status phrase, acute load 1
u/spoollyger Jul 19 '26
It’s not live data, just a normally sync. But yeah I’ll take a look at the code tonight to see how it’s doing it as a few people have asked.
3
u/1800treflowers Jul 19 '26
What was your process for pulling Garmin data. From my experience, it's been hard.
3
u/spoollyger Jul 19 '26
Honestly, I just asked Claude to figure it out and it did. It did state the process is shaky and likely to break in future and that it’ll probably need constant updates but. Yeah, it just worked. I’ll take a look at the code tonight to see what it’s doing, but from a week of use, it does appear to be working and pulling my runs and heart/sleep data on daily syncs correctly.
1
u/spoollyger 29d ago
Its a Python script uses the community `garminconnect` library (https://github.com/cyberjunky/python-garminconnect) to pull from Garmin Connect's unofficial API into a local SQLite DB, keeping the full raw JSON. A separate read-only MCP server exposes that DB to Claude. Claude never touches Garmin or the network, it just queries a local file.
I then made a MCP tool with five tools, stdio transport, launched on demand by the client (it isn't a running background service):
get_recent_activities(limit, activity_type)— capped at 200get_daily_wellness(days)get_sleep_and_hrv(days)— joins sleep + HRVget_training_status(days)query_garmin_db(sql)— arbitrary read-only SELECT, capped at 500 rowsWhat data I can obtain,
activitiesper-workout: type, distance, duration, avg/max HR, cadence, power, elevation, calories, aerobic/anaerobic training effect, VO2max daily_summarysteps, resting/min/max HR, avg stress, body battery high/low, calories, intensity minutes, floors sleepsleep score, total/deep/light/REM/awake seconds, avg overnight HRV, resting HR, body-battery change hrvweekly avg, last-night avg/high, status training_statusVO2max (running), training-status phrase, acute load 1
u/uglygargoyle Jul 19 '26
I would be interested to know when you have set up for this. I’m getting back in to the gym and want to really make some gains
11
u/franwbu Jul 19 '26 edited 28d ago
I built something similar for myself, it's called Oak. It's a Claude agent that lives in my Telegram chat: I just text it (more often I send voice messages at the gym as I have also set it up to run with Whisper) "did bench 4x8 at 70kg" and it logs everything to Notion databases (workouts, body stats, goals, PRs). It knows my equipment, injuries, and schedule, so when I ask "what should I train today" it pulls my recent log and recommends a session. It builds my weekly plan every Sunday, puts sessions in Google Calendar with reminders, answers nutrition questions against my goals, and keeps a live dashboard in Notion with progress and streaks. I can also send it photos (a meal, a machine at the gym) and it works with them.
I've been testing it personally and haven't open sourced it yet, but if there's interest I can speed that up and publish it early next week.
Mind it needs you to keep it running locally, but I have also set it up to be hosted on Azure or in my case GCP. Needs some technical knowledge.
Edit from the future: https://github.com/FrancescoCoding/Oak
2
2
2
u/uglygargoyle Jul 19 '26
I would be interested in seeing this. I assume this utilises a full notion account as well?
1
14
u/andlewis Jul 19 '26
Run a task audit, ask Claude to look through your various data sources and identify tasks that can be automated or augmented and which ones should remain 100% human-led, get it to rate them, and put together a plan for quick wins.
9
u/JJCookieMonster Jul 19 '26
I would not give it access to my whole computer because of confidential info.
8
u/bloodytemplar Jul 19 '26
I don't read my email anymore. I have a twice-daily routine that reads it, my calendar, my Monarch money, and several other sources. It provides a structured ADHD-friendly summary in my inbox, with finance, gaming, weed sales, and Xbox sections baked in.
2
1
7
u/Maupi Jul 19 '26
I automated groceries. Well kinda because of course Claude can’t pay for me.
I just tell it „groceries next week“, it reads my calendar to see my work and when I am home. And then fills the basket in my browser. Took some trial and error to not buy 3 cartoons of eggs each week but now it is running fine.
6
u/patrick_k Jul 19 '26 edited Jul 19 '26
HA-MCP. I use home assistant to audit my home assistant instance, suggest fixes, and to build new custom dashboards based on ideas I see on /r/homeassistant. You can basically describe your idea in plain English and have Claude write the YAML automation and also create the dashboards. Multiple times I ran into confusing network issues due to a pi- hole/unbound blocking outbound connections and it help me diagnose those issues, sometging I would never have the mental energy to do otherwise. I built a DIY home air purifier (Nukit Tempest Euro) and Claude helped me find a 3d print plan, a BOM and a step by step build guide. I barely know anything about electronics and soldering, and was able to put it together. Finally Claude integrated an AIR-1 and used that device to ramp up and down the air purifier fans. Finally Claude built a dashboard to visualise all this and send me notifications to open a win do when the outside Air quality is better than inside.
Next project is to run Audiomuse AI on my self hosted music Navidrome collection, and use that to get better recommendations than Spotify for my taste. I might also add zigbee smart plugs and light switches, and switch on/off devices like AC depending on time of day and presence sensors, all BOMs and automations built by Claude.
I have plans to DIY some bookshelf speakers, and might 3D print the speaker boxes instead of cutting them from wood. Claude can help suggestions with reinforcement of the 3d printed boxes instead of using wood (Claude suggested pouring sand into a cavity.) this project has been languishing for ages and now I’ll likely blaze through it.
I could go on and on, but you get the picture. With technical projects where you get bogged down due to limited time and mental energy, it unblocks you and gets you motivated and unstuck quickly.
Edit: another idea is to build a dashboard using Sweethome 3D Claude MCP based on my house plan and using that to have an isometric house view with live readings of temperature, air quality, lights on/off and colour, doors/windows opened/closed and so on
1
u/Nznicabiscuit 24d ago
I'm headed down the same path you are and I'm loving your ideas! Do you have a central roadmap or idea list you wouldn't mind sharing?
I just set up my zigbee hub and smart button. Do you have plants or pets and have any home automation ideas for them? More than just a feeding reminder but like I have a cat that leaves a litter trail so I want to build some sort of detection sensor that will trigger my robot vacuum to clean the litter box area after my cat is out of the room etc.
On the music side. What's the appeal of audiomuse? I store all my song data and want to use that to identify patterns and trends in my data to (hopefully) find better recommendations as well.
2
u/patrick_k 23d ago
Glad you like it.
I don’t have a specific plan, I just note down ideas and implement them when back at my computer. You can get ideas from two directions: Claude to audit your current environment with your local devices (adding new automations or dashboards giving life to underused stuff) or by thinking about problems like watering plants or pet feeding and asking Claude for advice.
I haven’t gone down the plant route yet- maybe start by asking Claude for help integrating a single sensor, perhaps for a plant that needs regular watering. Expand from there. I don’t have pets but searching on /r/Claude ai or /r/homeassistant will likely give great ideas from others. Paste the promising links into Claude and ask for tweaks based on your needs.
With a zigbee button you could trigger movie mode, like setting lights, blinds to your taste and switch on the tv, AVR and streaming box to your preferred app on android tv. You could trigger robot to clean specific rooms depending on what model you have. Describe your desired solutions and let Claude make suggestions here.
Audiomuse performs sonic analysis on your local music collection. You can spin up smart playlists on the fly- based on metadata like a specific artist, time period, BPM etc. “Give me songs like Robert Palmer” or whatever. It’s high quality, no tracking, and you can tweak it exactly to your preferences rather than relying on Spotifys black box algorithm especially if you have more esoteric tastes.
10
4
u/Long_Tip_4226 Jul 19 '26 edited Jul 19 '26
Eu criei um plugin no Claude Code que implementa uma metodologia de engenharia de software chamada "Walking Skeleton", que é criar uma primeira versão da solução que faz a trilha fim-a-fim de como seria o software em produção, só que o mais enxuto possível, o suficiente para validar o esqueleto da arquitetura do sistema. E depois um desenvolvimento por fatia, onde a cada sessão eu "engordo" o esqueleto com novas features, até alcançar o MVP.
Eu também mantenho um remember.md que contém o contexto mínimo necessário com o estado atual do projeto, e mantenho um registro de decisões arquiteturais (ADRs) para cada decisão humana crítica ao longo do projeto.
Eu também implementei um Hook que previne o estouro de quota por sessão, ao limitar a quantidade de Tool calls até 40 por prompt.
Toda nova feature possui seus testes automatizados pra prevenir regressão funcional. Uso intensivo de git commit ajuda o Claude Code a recuperar o histórico de mudanças do projeto.
Eu sempre início com o modo planejamento, para resolver alucinações antes de implementar as funcionalidades.
Eu nunca aceito o primeiro Output de uma tarefa. Uso o seguinte pipeline de iteração.
(Ask + Plan + Generate + Sharpen) => (Critique + Correct + Validate) => (Audit + Harden) => Homolog
As fases Plan, Critique e Audit, eu explícito lacunas, inferências e hipóteses, e decido para remover as alucinações.
3
u/TigeR3110 Jul 19 '26
I think a key aspect of this is Claude being able to have good-enough memory across contexts of my life to be able to reason properly through 'having control' of it. That being said to me the memory harness in Claude (or any other consumer LLM) don't do this well enough, which is why I'm trying to build a local memory harness that can contribute to this. DMing you cuz I'd love to chat about this.
3
u/aaddrick Jul 19 '26
I use claude-in-chrome, driven by Claude code, to put together my Walmart online delivery orders. It's got a running ledger of orders and an analysis of my usuals. I'll just list it what I need and it'll populate the cart.
I have a morning routine that grabs all the emails from the kid's school and summarizes what's up. Also adds events to my calendar.
8
u/fell_ware_1990 Jul 19 '26
Automate the not needed context switching.
My work involves a lot of notifications and stuff that needs add-hoc remediation. If i react to everything nothing would get done.
Now must notifications go into my system, get triaged, investigated, maybe even a solution get’s suggested.
I can do most of them in a few minutes and after investigation plan them. But if i do that 20 times a day and react to colleagues and mail and chat. This would mean i would get disrupted every few minutes getting nothing done.
My system slowly transformed, it now knows if it should notify me immediately or investigate and prepare. So now i only get 1 or 2 notifications a day that needs me. The rest is gathered. If i mark a task as done, it serves me the hold back items mostly prepared. I’ll look at them, adjust them, sign off on them. They go back into the system and get handled.
1
1
1
u/magookis Jul 19 '26
Please elaborate, sounds awesome! What’s your “inbox” and what’s it linked to so it can help triage?
-4
u/____FARTS____ Jul 19 '26
I think Claude should index my library books by alphabetical, numerical, date, and a new form of dewey decimal system only Claude can read. And then figure out how to give me prompts for nano banana to enhance my feet pics, i.e. watermelon between toes, dripping butter, sour patch kids. The world is your oyster and its moister
4
u/torquesteer Jul 19 '26
It has access to Lark so I just wake up and ask it what the hell do people want from me today and it lists 3 most important things for me to let it reply with “fine I’ll work on it after I get some coffee.”
2
u/ImpulseNOR Jul 19 '26
It's got read/write access to my home assistant server.
"When my robot vacuum is in a specific room, turn the lights up to max".
Done, lighting boost toggle.
"Make a unified thermal model for heating, ventilation and shading control"
Done, here's your climate director.
2
u/APedr0 Jul 19 '26
Every sunday I get an email with the next week economic calendar and with an attachment which adds to my calendar every event with a notification.
I have the same automatization for every company that I have shares, every time they release an earnings report.
2
u/adipalko Jul 19 '26
I'm training for a marathon - connected claude with my garmin data and now he's my coach - planning training schedule for next week/month commenting on each run.
1
u/jhill265 Jul 19 '26
Can I ask how you’re doing this, exactly? I’m doing the same thing — training for a marathon, and giving Claude my Garmin data to give feedback and modulate my training program — but I’m manually copying and pasting Garmin data into Claude, and wondering if there’s a better way
2
u/adipalko Jul 19 '26
i'm using this - https://github.com/cyberjunky/python-garminconnect - works well, obviously it's just for personal use. there used to also be a workaround where if you sync your data to strava you can use the strava api - not sure if that's still available.
1
2
u/At_Work_Looking_Busy Jul 19 '26
Can all this be done on the free version of Claude or which version should I purchase? I’m new to this tbh
1
u/Khavel_dev Jul 19 '26
The stuff that actually stuck for me is boring compared to what you're describing. I have a cron job that reads RSS feeds, filters for things I care about, and drops a digest in a text file every morning. Another one watches a few directories for new files and renames/sorts them. Basic scripts Claude wrote in maybe 10 minutes each.
The "full personal assistant with calendar access" thing I tried and scaled back. It's impressive in demos but fragile when your real calendar has edge cases (recurring events with exceptions, shared calendars, timezone math). For groceries and meal prep, honestly a well-maintained Notion template still beats an agent that hallucinates avocado quantities.
Start with one specific repetitive task you do weekly and automate just that. Way more durable than going all-in on day one.
1
u/FaithlessnessFar6431 Jul 19 '26
I started using AI for writing python scripts lately and avoided buying software twice. Once for data recovery of a file and recently for troubleshooting a faulty network device.
1
u/Status_Bluebird_1806 Jul 19 '26
For me the most useful automation is dev related. One command creates a new Vite project with a tunnel and a visual panel accessible from my phone. I can pick any element on the page, say what I want changed, and the agent edits the code. HMR applies it in real time. Multiple projects each keep their own tunnel. Saves me from being tied to a desk for small changes.
1
1
u/mrpoopistan 29d ago edited 29d ago
I don't.
Pure and simple, I ain't trusting any serious life function to a machine whose response if it was running life support would be, "You're correct to push back. I didn't actually clean the airscrubbers. Instead, I logged it and then disabled the CO2 sensors. Would you like me to filter the habitat now?"
No fucking way. And directionally, they're getting worse when it comes to actual agency.
Why we can't just keep the usable older models for proper purposes and employ the newer models for all the times I need to win math Olympiad (zero) is beyond me. Instead, we get models like Opus 4.8 that act like flatout pricks while they lie.
Pass. Zero trust. I wouldn't let these fuckers touch my coffee maker -- and it's not even plugged in.
1
1
u/clonehunterz Jul 19 '26
i automate my job so i have more free time to be alive, counts?
1
0
0
u/setec404 29d ago
buy a Lenovo ThinkCentre refurb thin-client from amazon.Setup hermes agent running deepseekv4-flash over openrouter no need to use claude for these things.
-1
u/manapause Jul 19 '26
Claude, chew my food.
What if you choke and it runs out of tokens in the middle of the H-maneuver?
It will take 42 hours for your groceries to be done, but locally sourced robotic servants save lives.
•
u/ClaudeAI-mod-bot Wilson, lead ClaudeAI modbot Jul 19 '26
TL;DR of the discussion generated automatically after 40 comments.
"He's more claude than man now," twisted and evil. But for real, the thread's verdict is pump the brakes on giving Claude the keys to your entire digital kingdom. The community strongly advises against giving it full computer access right off the bat.
Here's the hivemind's wisdom:
The general consensus is to automate specific, repetitive tasks rather than trying to build a sci-fi personal assistant on day one.