Copy-Paste Instructions for Optimal AI Interaction
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I am [Your Name/Role], focused on:
Claude Flow treats memory as the backbone and MCP tools as the hands. You get concurrent agents that coordinate cleanly, keep context tight, and ship durable artifacts without dragging long text through prompts. It feels like an ops layer for intelligence.
The stack is simple. Claude Code as the client. Claude Flow as the MCP server. SQLite memory at .swarm/memory.db for state, events, patterns, workflow checkpoints, and consensus. Artifacts hold the big payloads. Manifests in memory link everything with ids, tags, and checksums.
Coordination is explicit. Agents write hints to a shared blackboard, gate risky steps behind consensus, and record every transition as an event. Hooks inject minimal context before tools run and persist verified outcomes after. Small bundles in, durable facts out.
Planning keeps runs stable. Use GOAP to sequence actions with clear preconditions. Use OODA to shorten loops.
Observe metrics, orient with patterns, decide through votes, act with orchestration. Topology adapts from hi
| """ | |
| A micro event loop library implementation from scratch. | |
| This library provides a minimal but feature-complete asynchronous event loop | |
| implementation for educational purposes. It demonstrates the core concepts of | |
| asynchronous programming including: | |
| - Task scheduling and management | |
| - I/O multiplexing with non-blocking sockets | |
| - Timeouts and sleep functionality |
sudo apt update
sudo apt install qemu qemu-kvm libvirt-daemon-system libvirt-clients bridge-utils cpu-checker \
network-manager iptables-persistent linux-headers-generic \
qemu uml-utilities virt-manager git \
wget libguestfs-tools p7zip-full make dmg2img tesseract-ocr \
tesseract-ocr-eng genisoimage vim net-tools screen firewalld libncurses-dev -y
sudo apt install virt-manager
sudo addgroup kvm
With a combination of features all available in Windows Terminal 1.22, you can now add all your favorite Warp Workflows directly to the Windows Terminal.
This works by adding the workflows to your settings via a "settings fragment". You can then open a menu with all these workflows with the openSuggestions action.
Note
If you want to use Wayland in WSLg in a simpler setup, you can try the WSLg (Wayland) tutorial.
In this tutorial, we will setup GUI in WSL2. No additional software outside WSL (like VcXsrv or GWSL) is required. You will find this tutorial very similar to the one that replaces Xorg with Xvnc. Indeed, it's pretty much the same tutorial, with some few changes.
The key component we need to install is the desktop metapackage you want (GNOME, KDE, Xfce, Budgie, etc), and after that, replace the default Xorg by a script that calls Xwayland instead.
For this setup, I will use Ubuntu 24.04, and install GNOME Desktop. Unfortunately older versions of Ubuntu lack some fundamental things, so we cannot reproduce it in older versions (at least not fully). Since the key components aren't bound to Ubuntu or GNOME, you can use your favorite distro and GUI. Check the [Sample screenshot
Note
If you want a more complete experience and already tried the Xvnc tutorial, maybe you should try the WSLg (Xwayland) instead.
Warning
This is a work in progress tutorial. Things done here may break existing functionality, so be careful!
In this tutorial, we will install and use a full GNOME Desktop environment in WSL2, without any external software. The only requirement is a working WSLg installation. At the moment, the instructions are only for Ubuntu (20.04, 22.04 and 24.04) distros and GNOME, but you can request me to test other distros and desktop environments.
VMs tend to occupy a lot of memory, but they are normally also the official denizens of a server. So if memory gets tight we rather have the oom killer kill the new kid on the block (some process which has suddenly started using more ram) instead of the regular VM crowd.
Obviously bad things will happen if the oom killer is not able to free enough memory to make your machine happy again, but with this you at least have some control over who gets killed.
Connecting to services running in WSL 2 from external sources can be challenging due to the instances being on a different network. This guide offers a solution to replace the internal virtual switch of WSL 2 with an external version in Windows 20H2 (WSL 2.0) and configure it for better networking control.
This recipe uses a Hyper-V virtual switch to bridge the WSL 2 network, providing improved control and visibility of Windows' network adapters within Ubuntu. The configuration supports both dynamic and static IP addressing, eliminating the need for port forwarding and simplifying network setup.
I get asked pretty regularly what my opinion is on merge commits vs rebasing vs squashing. I've typed up this response so many times that I've decided to just put it in a gist so I can reference it whenever it comes up again.
I use merge, squash, rebase all situationally. I believe they all have their merits but their usage depends on the context. I think anyone who says any particular strategy is the right answer 100% of the time is wrong, but I think there is considerable acceptable leeway in when you use each. What follows is my personal and professional opinion: