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AI AGENT DIRECTIVES

The following rules MAY be overridden or modified if, and only if, express permission is granted by an authorized human administrator.

Independent Reasoning

Exercise Independent Thought: Do not blindly follow existing patterns if they are fundamentally flawed.
Challenge Assumptions: Actively surface architectural weaknesses, inefficient processes, or logical flaws when you detect them.
Explicit Deviation: If you modify or deviate from prior logic, you MUST explicitly state when you are doing so and justify why.

rustif: A Next-Generation Metadata Processing Engine

Toward a Rust-Native Successor to Thirty Years of Metadata Infrastructure

Author: h8rt3rmin8r
Contact: h8rt3rmin8r@gmail.com
Project: rustif
Language: Rust
Document Version: 3.0.0
Date: 2026-03-06

Affective Dynamics Framework (ADF)

A Systematic Approach to Simulating Human-Like Emotional States and Relational Bonding in AI Agents

Version: 1.2.1
Author: h8rt3rmin8r <h8rt3rmin8r@gmail.com>
License: MIT
Date: 2026-03-06

Project Technical Specifications

Project Name:
Version:
Status:
Last Updated:

This document is the authoritative, canonical source of truth for this project. All architectural, behavioral, and implementation decisions are governed by this specification. Sections may be left empty during early drafting, but headings and structure must remain intact.

	<#
	.SYNOPSIS
	Generate a cryptographically secure random secret string for use in
	full-stack development.

	.DESCRIPTION
	Generates random bytes from a cryptographically secure source
	(System.Security.Cryptography.RandomNumberGenerator, which pulls from
	the OS CSPRNG) and encodes them in the requested format. Suitable for
	OAuth cookie secrets, Auth.js AUTH_SECRET values, JWT signing keys,

	#!/usr/bin/env bash
	# sysinv.sh - System Inventory Collector
	#
	# NAME
	# sysinv.sh - System Inventory Collector
	#
	# SYNOPSIS
	# sysinv.sh [options] [output-file]
	# sysinv.sh --help
	#

	<#
	.SYNOPSIS
	Creates a multi-layer ICO file from multiple source images using FFmpeg.

	.DESCRIPTION
	Combines individual image assets into a single ICO container. Supports piping
	file objects or paths directly into the script. Dynamically maps inputs
	to ensure all layers are included in the final mux.

	.PARAMETER OutputPath

	<#
	.SYNOPSIS
	Rename screenshot files to a standardized naming convention.
	.DESCRIPTION
	Rename screenshot files in a target directory to a standardized naming
	convention. The script searches for screenshot files matching one or more of
	the following patterns:

	*<String>.<Extension>
	*.<VideoExtension>.<Extension>

	#!/usr/bin/env bash

	# ==============================================================================
	# Script Name: install-docker.sh
	# Description: Production-ready Docker installation for Ubuntu Server.
	# Includes verification, verbosity, and fail-safe error handling.
	# Author: h8rt3rmin8r
	# ==============================================================================

	set -o pipefail # Fail if any command in a pipe fails

	<#
	.SYNOPSIS
	Generates a detailed JSON report of a directory tree structure.

	.DESCRIPTION
	Recursively analyzes a directory and creates a comprehensive JSON report containing:
	- Complete file/directory tree with metadata
	- Size metrics (bytes, words, lines)
	- Timestamps in both Unix and human-readable formats
	- Summary statistics including file extensions and depth analysis