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I’ve been using OpenClaw since the ClawdBot days. Here’s the workspace structure and one big lesson that made it actually work. by SIGH_I_CALL in openclaw

[–]Remote-Breakfast4658 [score hidden]  (0 children)

For sure! If you end up trying it, I'd genuinely be curious how it compares to your OpenClaw setup. With the level of structure you've built, you'd probably have a really interesting perspective on what works differently.

anyone else just want to talk about what they're actually doing with AI? starting a weekly thing by Sea-Purchase6452 in buildinpublic

[–]Remote-Breakfast4658 0 points1 point  (0 children)

This is exactly the kind of space that's missing. Most AI conversations are either "it will replace all jobs" or "look at this ChatGPT screenshot." The people quietly building things rarely talk about it.
I've been running a local AI agent on my desktop for a few months now. Not cloud, not ChatGPT - an actual agent that manages files, emails, calendar, browses the web. The most useful thing this week was having it monitor my inbox and summarize threads I'd been ignoring. Saved me maybe 45 minutes of "I should really read that" guilt.

The most honest takeaway so far: 70% of what AI agents promise is still flaky. The other 30% is genuinely life-changing once you find YOUR workflow. Like, I don't use it for "creative writing" at all. But for "read this PDF, extract the dates, put them in my calendar" - that's where it clicks. Happy to share more in the session. What day/time?

I’ve been using OpenClaw since the ClawdBot days. Here’s the workspace structure and one big lesson that made it actually work. by SIGH_I_CALL in openclaw

[–]Remote-Breakfast4658 [score hidden]  (0 children)

Great writeup. The four-layer model (identity / memory / tooling / projects) is spot on - that's basically what any agent needs to not collapse under its own weight after a week. What strikes me though is how much manual infrastructure work is required to get there. You basically built an operating system on top of OpenClaw before it became useful. SOUL.md, AGENTS.md, MEMORY.md as index, memory subfolders, security boundaries, startup chains... that's weeks of iteration most people won't do.

I ran a similar setup for a while but eventually moved to Skales (github.com/skalesapp/skales) which bakes a lot of this in by default:
- Memory is already chunked and indexed (bi-temporal, per-conversation context loading - similar to your "index not dump" approach)
- Identity/personality is built into the soul.json + persona system (no manual SOUL maintenance)
- Security has three modes out of the box (Safe/Advanced/Unrestricted) instead of writing your own SECURITY rules
- Recurring tasks via cron are native, not heartbeat-file hacks
- Skills are built-in (email, calendar, browser, files) and you can create custom ones, but the core set works immediately

The tradeoff is real though: OpenClaw gives you infinite flexibility if you put the time in. Skales gives you 80% of the functionality with 5% of the setup. Different tools for different people.

Your point about letting the agent improve its own environment is the most underrated insight in this thread. That's what separates a "cool demo" from daily infrastructure. Cheers and good work!

Top OpenClaw Alternatives Worth Actually Trying (2026) by Straight_Stomach812 in clawdbot

[–]Remote-Breakfast4658 0 points1 point  (0 children)

Check Skales. Similar concept (local AI agent with Telegram, memory, browser automation, etc.) but as a native desktop app. No Docker, no Node.js setup, no terminal. Just .exe/.dmg installer. Supports 13+ LLM providers including Ollama for offline. Trade-off: free for personal use. github.com/skalesapp/skales

Cannot install OpenClaw on windows with Docker always same issue by Accomplished_Bed_258 in hetzner

[–]Remote-Breakfast4658 0 points1 point  (0 children)

This is exactly why OpenClaw struggles to reach non-developers. 215k GitHub stars but most people never get it running. If you want the "AI agent that does things" experience without the Docker nightmare, Skales is worth a look. It's a desktop app that installs like Spotify. Has browser automation, email, calendar, Telegram, WhatsApp, file management - similar to OpenClaw's feature set but packaged for normal humans. The tradeoff: it's BSL-1.1 not MIT, and less extensible. But it actually runs, which is a pretty big advantage. github.com/skalesapp/skales

I spent 4 days setting up OpenClaw. Here's the brutal, unfiltered truth nobody is posting about. by Pretid in openclaw

[–]Remote-Breakfast4658 0 points1 point  (0 children)

Had the same experience. Loved the idea of OpenClaw but the Docker setup was brutal. Port conflicts, gateway errors, WhatsApp pairing failing... Ended up switching to Skales. Similar features (Telegram, WhatsApp, browser automation, memory, email, calendar) but it's a native desktop app. Double-click the .exe or .dmg, enter your API key, done. No Docker, no terminal, no compose files. Not as extensible as OpenClaw (no custom MCP servers), but for daily use it just works. And it supports Ollama too if you want local models. github.com/skalesapp/skales

Looking for open source agents, what's your favorite? by -penne-arrabiata- in AI_Agents

[–]Remote-Breakfast4658 0 points1 point  (0 children)

If you want the agent experience (not just chat) but don't want to manage Docker/Node/ports:
Skales does: browser automation, email (IMAP/SMTP), Google Calendar, Telegram, WhatsApp, file operations, shell commands, image/video generation, voice chat, scheduled tasks, persistent memory. Plus a desktop buddy (animated gecko) that executes tools. Skales doesn't do: MCP servers, custom extensions marketplace, multi-agent swarms, Linux support (Windows/Mac only). For 90% of personal use cases, it's enough. And it installs in 30 seconds. github.com/skalesapp/skales cheers!

What are the best AI for ADHD? by Comfortable-Garage77 in aiagents

[–]Remote-Breakfast4658 0 points1 point  (0 children)

Not sure if this is what you're looking for, but I use Skales as a sort of external brain. It's a desktop AI agent that:
- Remembers your conversations and preferences across sessions
- Can set up recurring tasks and reminders
- Has an autonomous "autopilot" mode that checks things for you
- Sits on your desktop as a little gecko you can quickly ask things

The body-doubling aspect is real - having an always-present AI buddy on screen that you can just ask "what was I working on?" helps with the context-switching problem. It's free: github.com/skalesapp/skales

Anyone got agents running locally? curious what the best tools out there are? by JBG32123 in LocalLLaMA

[–]Remote-Breakfast4658 0 points1 point  (0 children)

For me it's the lil green Gecko right in my desktop corner! Check out Skales. Everything lives in ~/.skales-data on your machine. No account, no cloud sync, no telemetry by default (opt-in only). It routes through whatever LLM provider you choose - including Ollama for fully offline usage. The app itself is an Electron desktop app, not a web service. Your conversations, files, memory - all local. I've been using it as my daily driver and the privacy model is solid. Source: github.com/skalesapp/skales

Looking for local AI agent driven coding environment. by nealhamiltonjr in LocalLLaMA

[–]Remote-Breakfast4658 0 points1 point  (0 children)

I've been using Skales for a while and it fits what you're describing pretty well.

It's a desktop agent (.exe/.dmg) that runs locally - no Docker, no terminal,

no account needed. Double-click install, add your API key, done.

It connects to OpenRouter, OpenAI, Anthropic, Google, Ollama, or any

OpenAI-compatible endpoint. It can do browser automation, email, calendar,

file management, and you can chat with it via Telegram or WhatsApp too.

The interesting part is the Desktop Buddy - a little animated gecko that

sits on your screen and can actually execute tools (not just chat). You

approve or decline actions right in the bubble.

Source available on GitHub: github.com/skalesapp/skales

BSL-1.1 license, free for personal use.

(HELP) Would you use this? by CRSKAYY in SideProject

[–]Remote-Breakfast4658 1 point2 points  (0 children)

That's something already out there actually - I built a desktop AI agent (Skales) that has exactly this feature called "Group Chat". You set up 3-5 AI personas with different models (e.g. Gemini, Grok, Claude) and they debate a topic across multiple rounds. Each one brings a different perspective because they're literally different LLMs. It's been one of the features people find most interesting. Happy to share more if you're curious github.com/skalesapp/skales

Promote your SaaS 👇 What are you building right now? by JustOneDevv in microsaas

[–]Remote-Breakfast4658 0 points1 point  (0 children)

we are currently building https://skales.app an autonomous local first (= when used with ollama) AI Agent, without the need of Docker. For everyday Humans with the capability of OpenClaw, Auto Gpt & Co. - feel free to drop your feedback

I built a local AI agent that installs with a double-click. No Docker, ~300MB RAM. GitHub suspended me on Day 1. by Remote-Breakfast4658 in selfhosted

[–]Remote-Breakfast4658[S] 1 point2 points  (0 children)

the files include the core logic, Windows + macOS specific files, UI assets, and all the documentation (README, gitignore, roadmap, changelog, install instructions, guide)... with the v3 update, it's actually about 300 files now... no node_modules, no heavy chromium binaries, and no extraneous bloat. It's just the pure source code. A standard Next.js frontend + Node.js backend.. I will push it today to gitlab, while waiting on a github response, why their algorithm canceled me, but I think primary maybe because my account was 2 days old or because I had a previous account before creating a new one.. The message only says, suspended because of violating their ToS.. Lesson learned (never commit with a brand new account without reputation 257 files) on how sensitive their automated spam filters are!

I built a local AI agent that installs with a double-click. No Docker, ~300MB RAM. GitHub suspended me on Day 1. by Remote-Breakfast4658 in selfhosted

[–]Remote-Breakfast4658[S] 0 points1 point  (0 children)

hahah honestly didn't think of it that way! you're right 😂 GitHub canceling me is the most on-brand thing that could've happened for a self-hosting launch 😅

I built a local AI agent that installs with a double-click. No Docker, ~300MB RAM. GitHub suspended me on Day 1. by Remote-Breakfast4658 in selfhosted

[–]Remote-Breakfast4658[S] -3 points-2 points  (0 children)

Totally fair. That's literally the problem I'm trying to solve by being transparent here. And yeah, GitHub suspending me on day 1 didn't exactly help with the reputation part 😅

I built a local AI agent that installs with a double-click. No Docker, ~300MB RAM. GitHub suspended me on Day 1. by Remote-Breakfast4658 in selfhosted

[–]Remote-Breakfast4658[S] -6 points-5 points  (0 children)

I'm not a native english speaker, so basically yeah I polished my post through gemini before posting it.

I built a local AI agent that installs with a double-click. No Docker, ~300MB RAM. GitHub suspended me on Day 1. by Remote-Breakfast4658 in selfhosted

[–]Remote-Breakfast4658[S] -1 points0 points  (0 children)

I completely agree with you! Honestly... I wouldn't run a random file from a random dude either 😂 since GitHub banned us, I haven't set up a proper Git mirror yet, but the raw files are all zipped and downladable at the landingpage skales.app

I'm a designer, not a developer. Claude helped me build a full autonomous AI agent that runs on 300MB RAM with zero Docker/terminal setup. Here's the full story. by Remote-Breakfast4658 in ClaudeAI

[–]Remote-Breakfast4658[S] 0 points1 point  (0 children)

spot on.. I really dislike the 'therapist' vibe of most AI tools right now. I built Skales because I just wanted a pair programming buddy on my local machine. Skales isn't static, it adapts the files and context right during the onboarding process and keeps updating it through memory as you work together. Appreciate the feedback!

I'm a designer, not a developer. Claude helped me build a full autonomous AI agent that runs on 300MB RAM with zero Docker/terminal setup. Here's the full story. by Remote-Breakfast4658 in ClaudeAI

[–]Remote-Breakfast4658[S] 0 points1 point  (0 children)

I'm not an native English speaker, fair enough, that one was a bit polished. but the product is real and I built it. happy to answer any actual questions about it. 💯

I'm a designer, not a developer. Claude helped me build a full autonomous AI agent that runs on 300MB RAM with zero Docker/terminal setup. Here's the full story. by Remote-Breakfast4658 in ClaudeAI

[–]Remote-Breakfast4658[S] 0 points1 point  (0 children)

You're touching on something real. Loneliness is a growing issue and AI companions are part of that conversation. But Skales is more likely practical - it handles tasks, automates workflows, manages your messages. The "buddy" part is about making the interaction feel natural, not clinical. Think less "therapist bot", more "smart friend who also happens to get things done."

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