minimaxir

Agent Guidelines for Python Code Quality

This document provides guidelines for maintaining high-quality Python code. These rules MUST be followed by all AI coding agents and contributors.

Your Core Principles

All code you write MUST be fully optimized.

"Fully optimized" includes:

ruvnet

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

imWildCat

# from: <https://x.com/iannuttall/status/1965090297630826931>
cdx() {
  if [[ "$1" == "update" ]]; then
    npm install -g @openai/codex@latest
  else
    codex -m gpt-5-codex --yolo -c model_reasoning_effort="high" -c model_reasoning_summary_format=experimental --search "$@"
  fi
}

# Note: with auto confirmation. use at your own risk. thanks!

InTEGr8or

if(-Not $cursorPath -OR -NOT $appDataCursorPath){
  Write-Host "set `$cursorPath with the actual installation path of Cursor"
  Write-Host "set `$appDataCursorPath with the actual installation path of Cursor"
}

Write-Host "Remove $cursorPath and it's contents"
if (Test-Path $cursorPath) {
    Remove-Item -Recurse -Force $cursorPath
}

qasedak

#!/bin/bash

# Define variables
APPIMAGE_PATH="/opt/cursor.appimage"
ICON_PATH="/opt/cursor.png"
DESKTOP_ENTRY_PATH="/usr/share/applications/cursor.desktop"


# Determine the shell and RC file
SHELL_NAME=$(basename "$SHELL")

weiyinerzui

Setting Up MCP Servers on Windows

A step-by-step guide to setting up Model Context Protocol (MCP) servers for Claude Desktop on Windows.

Prerequisites

1. Install Node.js (v18.x or later)
   • Download from: https://nodejs.org/
   • Verify installation by opening PowerShell and running:

     node --version

npm --version

KhaosT

Displaying HDMI sources on Apple Vision Pro

While it's possible to stream most content to Apple Vision Pro directly over the internet, having the ability to use Apple Vision Pro as an HDMI display can still be useful.

Since Apple Vision Pro does not support connecting to an HDMI input directly or using an HDMI capture card, we have to be a little creative to make this work. NDI provides the ability to stream HDMI content over a local network with really low latency, and it works great with Apple Vision Pro.

This page shows the setup I’m using.

janderudder

Reclaim WSL's unused virtual disk space

Compact a WSL distro's virtual disk to reclaim unused storage space.

WSL's virtual disk grows when needed but doesn't shrink by itself. Here is how to reclaim the unused space. This can sometimes free hundreds of GBs for use on Windows.

Trim the WSL partition

Shterneregen

# - Create CreateScheduledTask.ps1 file with content below. 
# - Run as admin command in PowerShell: 
# Get-Content .\CreateScheduledTask.ps1 | PowerShell.exe -noprofile -
# - Restart Windows
# - Launch WSL
# - Launch VPN
# - Done! Metric automatically updated

$taskname="Fix VPN for WSL"
$scriptName = "UpdateAnyConnectInterfaceMetric.ps1"

coolaj86

Chat GPT "DAN" (and other "Jailbreaks")

• https://chat.openai.com/
• Is ChatGPT "DAN" Real? Gonna find out [Part 1]
  (https://www.youtube.com/watch?v=-q8woRG9FrI)
• Part 2: I thought ChatGPT DAN was a hoax, but...
  (https://www.youtube.com/watch?v=rHZRrDu3A2U&lc=UgxfrxX8aK7gnCzkend4AaABAg)