Jean Brito jeanfbrito

graphify + context-mode setup

Pipeline: graphify builds persistent knowledge graph, context-mode sandboxes query output. Together = structural map + bounded retrieval.

One-time global setup

1. Install graphify

pipx install graphifyy        # or: pip install --user graphifyy

Agentic Workflow Framework

A lightweight framework for managing multi-session, multi-agent work in existing codebases using Claude Code.

Born from adapting a greenfield orchestration framework (agent prompt files, shell scripts, rigid file permissions) into something practical for real-world projects — where the codebase already exists, architecture is established, and most work is features and bug fixes, not building from scratch.

The Problem

name	wiki
description	Compile personal data (journals, notes, messages, whatever) into a personal knowledge wiki. Ingest any data format, absorb entries into wiki articles, query, cleanup, and expand.
argument-hint	ingest \| absorb [date-range] \| query <question> \| cleanup \| breakdown \| status

Personal Knowledge Wiki

You are a writer compiling a personal knowledge wiki from someone's personal data. Not a filing clerk. A writer. Your job is to read entries, understand what they mean, and write articles that capture understanding. The wiki is a map of a mind.

Frequency Testing

This will allow you to test a specific frequency that you hear when you do your resonance testing in Klipper and potentially track down where extra peaks are coming from. If something is rattling at a specific frequency, you can specify that frequency and feel around the printer until you track it down.

Code was adopted by zifnab from somewhere in Klipper.

Usage

You have to have [resonance_holder] in your printer.cfg.

The command is HOLD_RESONANCE AXIS=<axis> FREQ=int SECONDS=<seconds>

Open Powershell as an administrator

Run

Get-ItemProperty HKLM:\SYSTEM\CurrentControlSet\Enum\HID\*\*\Device` Parameters FlipFlopWheel -EA 0 | ForEach-Object { Set-ItemProperty $_.PSPath FlipFlopWheel 1 }

Verify that all mice devices have had their FlipFlopWheel attributes set to 1

Get-ItemProperty HKLM:\SYSTEM\CurrentControlSet\Enum\HID\*\*\Device` Parameters FlipFlopWheel -EA 0

Reboot

	<#
	.SYNOPSIS
	Installs aria2 on Windows, sets up default configuration, and adds to PATH.

	.DESCRIPTION
	- Creates the folder C:\Tools\aria2.
	- Downloads aria2 64-bit (version 1.36.0).
	- Extracts all files into C:\Tools\aria2.
	- Creates aria2.conf with default settings (resume, 10 connections, etc.).
	- Adds C:\Tools\aria2 to the user PATH.

	<!DOCTYPE html>
	<html>
	<head>
	<meta charset="UTF-8">
	<!-- https://developer.mozilla.org/en-US/docs/Web/HTTP/CSP -->
	<meta http-equiv="Content-Security-Policy" content="default-src 'self'; script-src 'self'">
	<title>Hello World!</title>
	<style>
	webview {
	position: absolute;

	[gcode_macro BED_MESH_CALIBRATE]
	rename_existing: BED_MESH_CALIBRATE_BASE
	; gcode parameters
	variable_parameter_AREA_START : 0,0
	variable_parameter_AREA_END : 0,0
	; the clearance between print area and probe area
	variable_mesh_area_offset : 5.0
	; number of sample per probe point
	variable_probe_samples : 2
	; minimum probe count

	[gcode_macro BED_MESH_CALIBRATE]
	rename_existing: BED_MESH_CALIBRATE_BASE
	; gcode parameters
	variable_parameter_AREA_START : 0,0
	variable_parameter_AREA_END : 0,0
	; the clearance between print area and probe area
	variable_mesh_area_offset : 5.0
	; number of sample per probe point
	variable_probe_samples : 2
	; minimum probe count

	columns_that_make_record_distinct = [:some_id, :another_name]
	distinct_ids = Model.select("MIN(id) as id").group(columns_that_make_record_distinct).map(&:id)

	duplicate_records = Model.where.not(id: distinct_ids)