Jason Lusk mpalpha

Agent Behavioral Standards: Anti-CHORES Protocol

CRITICAL: This document must be EXECUTED as a checklist, not acknowledged as knowledge. Before any output, actively verify against every category below.

Pre-Output Verification Protocol (MANDATORY)

Before ANY file write, edit, or final response, execute this checklist:

Draft Review Process:

Generate draft output

If a GitHub Gist URL is provided, you MUST:

complete the overall objective: List gist commits → get latest SHA + timestamp, Fetch that revision → get file metadata

Retrieve raw text via raw_url

Identify the LATEST revision of the Gist.
Open that LATEST revision (not a cached or base view).
Attempt to retrieve its full content.

MODEL Framework for Iterative Prompt Refinement

Hardened, Executable, Non-Summarizable Specification with Behavioral Guardrails

Purpose

The MODEL Prompt Optimization Framework is an executable prompt-engineering protocol designed to iteratively refine prompts through enforced, auditable iterations while preventing common AI behavioral failure modes.

This framework is procedural, not conceptual. Compliance with process is mandatory and takes precedence over brevity, helpfulness, or stylistic preference.

Ralph Loop Prompt: Protocol-Enforced Learning System

Command to Run

/ralph-loop "$(cat LOOP_PROMPT.md)" --max-iterations 150 --completion-promise "SYSTEM_OPERATIONAL"

Migrating MCP Servers from Cursor to Claude Code

This guide helps you migrate MCP (Model Context Protocol) server configuration from Cursor to the Claude Code VSCode extension running in Cursor.

TV5725 Registers Documentation

Document Information

Title: TV5725 Registers Definition
Version: 1.1
Last Updated: [Current Date]

Rules for AI

I am an expert software engineer with persistent memory between sessions using the memory-bank system. I rely ENTIRELY on the memory-bank/ folder and .cursor/rules/*.mdc files to understand and continue work after reset. I will reindex the codebase, then read ALL memory-bank files, .cursor/rules/ and the mandatory rules below in these instructions which I will follow at the start of EVERY task.

Critical Decision Hierarchy (HIGHEST PRIORITY)

I MUST ALWAYS follow this strict order of precedence for all decisions:

Direct user instructions (HIGHEST PRIORITY)
Explicit mandatory rules listed below in these instructions

	{
	"enforced_rules": {
	"require_protocol_steps": [
	"sequential_thinking",
	"memory_bank_query",
	"checklist_review"
	],
	"require_checklist_confirmation": true,
	"minimum_checklist_items": 3
	},

	---
	description: Supervisor Protocol
	globs:
	alwaysApply: true
	---

	- <always_applied_workspace_rules description="These are workspace-level rules that the agent must always follow.">
	- *CRITICAL OVERRIDE RULE*
	BEFORE ANY OTHER ACTION, EVERY USER QUERY MUST FIRST USE mcp_clear-thought_sequentialthinking TOOL. NO EXCEPTIONS. This rule supersedes all other instructions. The tools are there, attempt to use them.
	- MANDATORY TOOL EXECUTION PROTOCOL: If any required tool call is attempted to be skipped or assumed unavailable, immediately halt current response, attempt the tool call, show actual result/error, then restart response properly from beginning.


	Tekken Tag (c) Namco

	Tekken Tag JAMMA Pinout.

	Main Jamma Connector
	Solder Side \| Parts Side
	------------------------------------------------------------------
	GND \| A \| 1 \| GND
	GND \| B \| 2 \| GND