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  3. Agent Zero - A personal, organic agentic framework that grows and learns with you

Agent Zero - A personal, organic agentic framework that grows and learns with you

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  • timconsidineT Offline
    timconsidineT Offline
    timconsidine
    App Dev
    wrote last edited by timconsidine
    #4

    🥁 🍾

    Initial package v0.0.1 v.0.0.2
    Tested that it installs and can do a chat (after adding your API keys in Settings : note that different AI can be used for different tasks)

    PLEASE HELP ME TEST IT OUT

    • time constrained due to other packaging

    Screenshot 2026-01-29 at 12.17.04.png

    Git repo : https://git.cloudron.io/timconsidine/cloudron-agent0
    Built docker image : tcmbp132021/cloudron-agent0:latest
    Available on https://ccai.appx.uk (or your own CCAI-P if you re-import the master catalogue)

    Indie app dev, scratching my itches, lover of Cloudron PaaS

    1 Reply Last reply
    4
    • timconsidineT Offline
      timconsidineT Offline
      timconsidine
      App Dev
      wrote last edited by timconsidine
      #5

      Oooops, RO error creating a project : fixing ...

      EDIT : fixed, pushed to git and public docker image updated (CCAI automatically references :latest)

      Indie app dev, scratching my itches, lover of Cloudron PaaS

      1 Reply Last reply
      4
      • timconsidineT Offline
        timconsidineT Offline
        timconsidine
        App Dev
        wrote last edited by
        #6

        Tried to use Agent Zero to do my tax return !
        TBH, this version's PDF capabilities were not good.
        So I am making a new version with enhanced PDF query functions.
        Standby ...

        Indie app dev, scratching my itches, lover of Cloudron PaaS

        jdaviescoatesJ 1 Reply Last reply
        1
        • timconsidineT timconsidine

          Tried to use Agent Zero to do my tax return !
          TBH, this version's PDF capabilities were not good.
          So I am making a new version with enhanced PDF query functions.
          Standby ...

          jdaviescoatesJ Offline
          jdaviescoatesJ Offline
          jdaviescoates
          wrote last edited by
          #7

          @timconsidine said in Agent Zero - A personal, organic agentic framework that grows and learns with you:

          Tried to use Agent Zero to do my tax return !

          Glad to hear I'm not the only one doing them today - not that I've actually started yet 😆

          I use Cloudron with Gandi & Hetzner

          timconsidineT 1 Reply Last reply
          1
          • jdaviescoatesJ jdaviescoates

            @timconsidine said in Agent Zero - A personal, organic agentic framework that grows and learns with you:

            Tried to use Agent Zero to do my tax return !

            Glad to hear I'm not the only one doing them today - not that I've actually started yet 😆

            timconsidineT Offline
            timconsidineT Offline
            timconsidine
            App Dev
            wrote last edited by
            #8

            @jdaviescoates I used to make it a point of principle to submit and pay at 23:55. But I'm getting more accommodating - I'll settle for 13:00 nowadays.

            Indie app dev, scratching my itches, lover of Cloudron PaaS

            1 Reply Last reply
            2
            • timconsidineT Offline
              timconsidineT Offline
              timconsidine
              App Dev
              wrote last edited by
              #9

              Update git repo to v0.0.3 and pushed new image to docker hub tcmbp132021/cloudron-agent0:v0.0.3 (also :latest)

              More work to do but preferring Agent Zero to openclaw - persevering with both.

              Indie app dev, scratching my itches, lover of Cloudron PaaS

              1 Reply Last reply
              2
              • timconsidineT Offline
                timconsidineT Offline
                timconsidine
                App Dev
                wrote last edited by
                #10

                v0.0.4 pushed
                some updated instructions on using selfhosted ollama In AgentZero

                (n.b. I mostly deploy ollama cloud models so the processing is offloaded : not fully selfhosted but a step towards more data privacy)

                Indie app dev, scratching my itches, lover of Cloudron PaaS

                1 Reply Last reply
                2
                • timconsidineT Offline
                  timconsidineT Offline
                  timconsidine
                  App Dev
                  wrote last edited by timconsidine
                  #11

                  v0.0.5 pushed / image updated (:latest / v0.0.5)
                  tested scripting ... built by AgentZero itself.

                  Gave it a supplier's nasty website who doesn't email out invoices, requiring manual login to collect invoices and download. Well, not manual any more.

                  AgentZero built a custom python script to check every Monday morning if a "ready to collect" email has been received, and if so, logs in, handling the OTP issued, downloads the invoice.

                  I know, it's not rocket science .... except that AgentZero built the custom script based on a brief.

                  For sure, it needed a while to test and refine different approaches, because of the supplier's nasty strange website. But who cares, it wasn't about the speed of development, it's about the fact that I hardly had to lift a finger.

                  Screenshot 2026-01-31 at 23.44.55.png

                  Indie app dev, scratching my itches, lover of Cloudron PaaS

                  robiR 1 Reply Last reply
                  1
                  • timconsidineT timconsidine

                    v0.0.5 pushed / image updated (:latest / v0.0.5)
                    tested scripting ... built by AgentZero itself.

                    Gave it a supplier's nasty website who doesn't email out invoices, requiring manual login to collect invoices and download. Well, not manual any more.

                    AgentZero built a custom python script to check every Monday morning if a "ready to collect" email has been received, and if so, logs in, handling the OTP issued, downloads the invoice.

                    I know, it's not rocket science .... except that AgentZero built the custom script based on a brief.

                    For sure, it needed a while to test and refine different approaches, because of the supplier's nasty strange website. But who cares, it wasn't about the speed of development, it's about the fact that I hardly had to lift a finger.

                    Screenshot 2026-01-31 at 23.44.55.png

                    robiR Offline
                    robiR Offline
                    robi
                    wrote last edited by
                    #12

                    @timconsidine how does it access your email?

                    Conscious tech

                    timconsidineT 1 Reply Last reply
                    0
                    • timconsidineT Offline
                      timconsidineT Offline
                      timconsidine
                      App Dev
                      wrote last edited by timconsidine
                      #13

                      v0.0.6 : added telegram support
                      v0.0.7 : fixed telegram support 😄
                      pushed to git.cloudron.io/cloudron-agent0 and docker hub image tcmbp132021/cloudron-agent0:latest

                      clawdbot / moltbot / openclaw is an amazing piece of work, but in comparison to Agent Zero, it feels hacky. But their idea of a telegram integration to fire off a task is so cool, it is sweet and glacial 🍦

                      So I baked it in to AgentZero.
                      Get yourself a telegram bot and set it up with AgentZero - work inside and with AgentZero to build your task/skill - invoke it hands-off via a Telegram command.

                      I'm not much into Discord, Slack, WhatsApp, Signal, but if there's a demand for them as interfaces to AgentZero, I can look at adding them in.

                      Indie app dev, scratching my itches, lover of Cloudron PaaS

                      1 Reply Last reply
                      0
                      • robiR robi

                        @timconsidine how does it access your email?

                        timconsidineT Offline
                        timconsidineT Offline
                        timconsidine
                        App Dev
                        wrote last edited by timconsidine
                        #14

                        @robi well, there could be 101 answers to that, email being what it is, but the way I have done it is :

                        • AgentZero is deployed on Cloudron, e.g. a0.domain.tld, so I have set up a mailbox a0bot@domain.tld. Created an extra Cloudron user xxx_bot and made it the owner of the mailbox (i.e. it has it's own password, I'm not sharing my main password with AgentZero)
                        • I tell AgentZero the necessary IMAP details, username a0bot@domain.tld, password, mail server address used by your Cloudron, port 993
                        • AgentZero builds a task (script) using the mailbox config which it is given to poll for emails received, processes them and (optionally) deletes them, using the body content and attachments in the script it is building
                        • I forward emails to a0bot@domain.tld from other Cloudron email boxes or my primary email (ProtonMail). The email from my Proton has a forwarding rule (e.g. send Hetzner invoices to a0bot@domain.tld). It could be manual forward or auto-forward.

                        This could be much slicker, but at this stage (a) I'm experimenting, (b) I'm controlling what gets sent to AgentZero.

                        Depending how ambitious one wants to get, you can build a whole array of email inbox processing w/o forwarding, e.g. just give it my primary Proton mail creds. Maybe I will be brave on that later 🤣

                        Indie app dev, scratching my itches, lover of Cloudron PaaS

                        robiR 1 Reply Last reply
                        1
                        • timconsidineT timconsidine

                          @robi well, there could be 101 answers to that, email being what it is, but the way I have done it is :

                          • AgentZero is deployed on Cloudron, e.g. a0.domain.tld, so I have set up a mailbox a0bot@domain.tld. Created an extra Cloudron user xxx_bot and made it the owner of the mailbox (i.e. it has it's own password, I'm not sharing my main password with AgentZero)
                          • I tell AgentZero the necessary IMAP details, username a0bot@domain.tld, password, mail server address used by your Cloudron, port 993
                          • AgentZero builds a task (script) using the mailbox config which it is given to poll for emails received, processes them and (optionally) deletes them, using the body content and attachments in the script it is building
                          • I forward emails to a0bot@domain.tld from other Cloudron email boxes or my primary email (ProtonMail). The email from my Proton has a forwarding rule (e.g. send Hetzner invoices to a0bot@domain.tld). It could be manual forward or auto-forward.

                          This could be much slicker, but at this stage (a) I'm experimenting, (b) I'm controlling what gets sent to AgentZero.

                          Depending how ambitious one wants to get, you can build a whole array of email inbox processing w/o forwarding, e.g. just give it my primary Proton mail creds. Maybe I will be brave on that later 🤣

                          robiR Offline
                          robiR Offline
                          robi
                          wrote last edited by
                          #15

                          @timconsidine I like your setup, only thing I would add is something to notify the agent, vs the agent polling, burning credits. (unless that's already solved)

                          Conscious tech

                          timconsidineT 1 Reply Last reply
                          1
                          • robiR robi

                            @timconsidine I like your setup, only thing I would add is something to notify the agent, vs the agent polling, burning credits. (unless that's already solved)

                            timconsidineT Offline
                            timconsidineT Offline
                            timconsidine
                            App Dev
                            wrote last edited by timconsidine
                            #16

                            @robi you're right.

                            I have set the task to be run only once per week, it checks for an incoming email received with a subject like "your invoice is ready" from a specific email address (the supplier).

                            It only executes anything if there is a waiting email like that.

                            So limited email box polling and very constrained execution scope, and no AI credits used at this point (at this stage it's not parsing or processing the downloaded invoice - just a python script).

                            AI credits used in building the script, but none currently in execution.

                            The script is not in the package, it needs to be built by AgentZero specifically to the Cloudron's users needs. I'm still tweaking the script, but don't mind sharing it afterwards as a generic script if anyone wants it (upload to /app/data/instruments and then tel AgentZero to build a scheduled task invoking it).

                            Manual admin tasks like invoice download and processing are the bane of my life, so I was excited by what openclaw offered, but I think it can be done better in AgentZero.

                            Specifically about notifying the agent, I'm just building a telegram invoked task - go get this invoice. That might be relevant to your comment.

                            Indie app dev, scratching my itches, lover of Cloudron PaaS

                            robiR 1 Reply Last reply
                            0
                            • timconsidineT timconsidine

                              @robi you're right.

                              I have set the task to be run only once per week, it checks for an incoming email received with a subject like "your invoice is ready" from a specific email address (the supplier).

                              It only executes anything if there is a waiting email like that.

                              So limited email box polling and very constrained execution scope, and no AI credits used at this point (at this stage it's not parsing or processing the downloaded invoice - just a python script).

                              AI credits used in building the script, but none currently in execution.

                              The script is not in the package, it needs to be built by AgentZero specifically to the Cloudron's users needs. I'm still tweaking the script, but don't mind sharing it afterwards as a generic script if anyone wants it (upload to /app/data/instruments and then tel AgentZero to build a scheduled task invoking it).

                              Manual admin tasks like invoice download and processing are the bane of my life, so I was excited by what openclaw offered, but I think it can be done better in AgentZero.

                              Specifically about notifying the agent, I'm just building a telegram invoked task - go get this invoice. That might be relevant to your comment.

                              robiR Offline
                              robiR Offline
                              robi
                              wrote last edited by
                              #17

                              @timconsidine said in Agent Zero - A personal, organic agentic framework that grows and learns with you:

                              Specifically about notifying the agent, I'm just building a telegram invoked task - go get this invoice. That might be relevant to your comment.

                              Yep, like a stack of crons, one for polling the email, then another cron polling the processing of the attachments, then another to move the task to a place the agent can pick it up, and/or like you said a TG task. (not sure it needs to go out to get back in when it's all local..)

                              Conscious tech

                              1 Reply Last reply
                              1
                              • timconsidineT Offline
                                timconsidineT Offline
                                timconsidine
                                App Dev
                                wrote last edited by
                                #18

                                v0.0.8 : **extended telegram bot functionality ** 🍾
                                now pushed to git.cloudron.io/cloudron-agent0 and docker hub image tcmbp132021/cloudron-agent0:latest

                                • /run : launch custom user scripts (no container rebuild) from your telegram app - open extensibility :
                                  • invoice / document downloader (send it a link) ✔
                                  • task manager (add/remind/complete) ?? ❓
                                  • <whatever you would like it to do> 🤔
                                • /chat : chat with AgentZero from inside your telegram app
                                • /learn : get AgentZero to memorise new info
                                • /health : get AgentZero core system report

                                a0-tg-bot.png

                                Bonus cool : some of this was designed/built by me & my TRAE dev assistant, but some was AgentZero itself !
                                Suggesting and writing changes "to itself" (well, to how the telegram bot could be better deployed inside AgentZero).
                                Self-healing, self-extending apps around the corner !

                                Indie app dev, scratching my itches, lover of Cloudron PaaS

                                1 Reply Last reply
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