Josef Fröhle Dexus

BENCHMARK PERFORMANCE (NEW!)

Prompts and metrics included in the abstract so you can benchmark yourself!

Coding Output Benchmark

Research Output Benchmark

Memory continuation Benchmark

BENCHMARK PERFORMANCE (NEW!)

Prompts and metrics included in the abstract so you can benchmark yourself!

Coding Output Benchmark

Research Output Benchmark

Memory continuation Benchmark

When to Use Each Version

claudette-mimir.md ⭐ NEW!!!

✅ Full integration with Mimir's memory bank
✅ Graph functions enable multi-hop reasoning

CLICK HERE-> Claudette Mimir

Mimir Memory Bank

Beast Mode

Beast Mode is a custom chat mode for VS Code agent that adds an opinionated workflow to the agent, including use of a todo list, extensive internet research capabilities, planning, tool usage instructions and more. Designed to be used with 4.1, although it will work with any model.

Below you will find the Beast Mode prompt in various versions - starting with the most recent - 3.1

Installation Instructions

Go to the "agent" dropdown in VS Code chat sidebar and select "Configure Modes".
Select "Create new custom chat mode file"

GitHub Copilot Custom Agent Mode

I modified that beast mode to be more robust, and I love it. Refactored an entire older repo I made from years ago just for fun and was able to do perfectly

I call it "Extensive Mode"

"Extensive Mode.chatmode.md"

The tools should be customized per environment and what you have available,

Hurdles of macOS distribution

Code signing
Notarization
Quarantine
Distribution vehicles
Notes

Code signing

For awhile now, each time I got a new Windows laptop I would dig up strasis gist on how to set up agent forwarding for SSH in WSL2 -- but recently I tried to point someone else at it and they were very confused by it, so this is my attempt at simpler instructions.

Installation

With Chocolatey, you must use an elevated PowerShell session. If there's no choco command found, it will fall back to winget for the npiperelay install. To force using Winget even if you have choco installed, you need to download it, so you can pass parameters to it.

Easy mode: just run this in PowerShell:

	"""
	Hello, here is a script to restore a deleted PR even if you don't have it locally :
	Run it in the project folder with the project and PR number as argument :
	openfisca-core> python3 recover_pr.py openfisca/openfisca-core 1338
	It will give you the command line to restore :
	Analyzing PR openfisca/openfisca-core#1338...
	Found force-push event by Ndpnt on 2025-11-25T21:32:00Z
	Before: 65a22ed928d579284a36c1252be67d8f43d9f0dd
	After: d2e7131536b0087227353a220a58577eca98c169
	----------------------------------------

	import os
	import time
	import shutil
	import argparse

	# Create the argument parser
	parser = argparse.ArgumentParser(description='Pico Firmware Flasher')
	parser.add_argument('uf2_file_path', metavar='UF2_FILE', type=str, help='Path to the UF2 file')
	parser.add_argument('-d', '--drive_letter', type=str, default='D:', help='Drive letter of the Pico (default: D:)')

	#!/usr/bin/env python3
	from __future__ import annotations
	import secrets
	import gzip
	import json
	import uuid
	import requests
	from dataclasses import dataclass, asdict, is_dataclass, field
	from Crypto.PublicKey import RSA
	from Crypto.Cipher import AES, PKCS1_v1_5