Kadajett

// GNOME Shell Extension: DevClaw Monitor
// Shows active DevClaw workers in the Ubuntu top bar
// For GNOME 46 / Ubuntu 24.04
//
// Install to: ~/.local/share/gnome-shell/extensions/devclaw-monitor@kadajett/extension.js

import GLib from 'gi://GLib';
import Gio from 'gi://Gio';
import St from 'gi://St';
import Clutter from 'gi://Clutter';

Kadajett

Mercury Throttle Proxy (FIFO + Adaptive Backoff)

This proxy serializes outbound Mercury API calls, preserves request order, and adaptively increases spacing on rate-limit and timeout pressure.

Files

• mercury-throttle-proxy.mjs: Node HTTP proxy.
• mercury-throttle-proxy.service: systemd unit template.

Quick setup

Kadajett

Orchestrator Note (2026-03-05)

Latest observed behavior after Discord testing:

• Around 13:20-13:21 ET, the same completion update was emitted multiple times to the main Discord channel and a hidden sub-agent session.
• ANNOUNCE_SKIP was logged, so at least one status/update emission was intentionally suppressed.
• The follow-up "spin up a planning sub-agent" style request did not show a corresponding new planner spawn in the immediate 13:22 ET window.
• lane wait exceeded warnings were present (short queue delay), but no hard crash in that specific window.

Intended direction:

• Ensure exactly one planner sub-agent spawn per planning request.

Kadajett

OpenClaw Custom Extensions (Sanitized Export)

Exported from local OpenClaw extension sources.

Included files:

• orchestrator.index.ts (source: ~/.openclaw/extensions/orchestrator/index.ts)
• orchestrator.openclaw.plugin.json (source: ~/.openclaw/extensions/orchestrator/openclaw.plugin.json)
• lorene-gate.index.ts (source: ~/.openclaw/workspace/.openclaw/extensions/lorene-gate/index.ts)
• lorene-gate.openclaw.plugin.json (source: ~/.openclaw/workspace/.openclaw/extensions/lorene-gate/openclaw.plugin.json)
• token-audit.index.ts (source: ~/.openclaw/workspace/.openclaw/extensions/token-audit/index.ts)

Kadajett

1. What Muon Is

Muon (Momentum Orthogonalization via Newton–Schulz) is a matrix-aware optimizer for neural networks that:

• Keeps momentum
• Orthogonalizes that momentum for 2D weight matrices
• Uses the orthogonalized matrix as the update direction

It is designed specifically for matrix-structured parameters (like linear layer weights in transformers).

Kadajett

Semfora Engine Codebase Analysis Report

Generated: December 13, 2025 Codebase: semfora-engine Analysis Tool: semfora-engine v0.1.0 (self-analysis)

---

Executive Summary

Kadajett

Using Tiled Map Editor with Raylib in Rust

A complete guide to integrating Tiled Map Editor with raylib-rs for 2D game development in Rust.

Table of Contents

• Overview
• Prerequisites
• Setup
• Basic Implementation

Kadajett

Write a JavaScript function that takes two numbers as input and returns their sum.

Kadajett

import Konva from 'konva';
import { AlertCircle, Crop, Image as ImageIcon, Move, Pen, Smile, Square } from 'lucide-react';
import React, { useEffect, useRef, useState } from 'react';
import { Image as KonvaImage, Layer, Line, Rect, Stage, Text, Transformer } from 'react-konva';
import { TransformComponent, TransformWrapper } from 'react-zoom-pan-pinch';
import { Button } from '~/components/ui/button';
import { Input } from '~/components/ui/input';
import { Slider } from '~/components/ui/slider';

Kadajett

const { exec } = require("child_process");
const path = require("path");

// Replace this with the path to your Git repository
const repoPath = "../colony";

function parseGitLog(log, filterNames = []) {
  const weeklyCommits = {};
  const commitLines = log.split("\n");