Cognitive System to Work with AI

A lightweight governance system that keeps sessions focused, interrupts loops, and prevents scope drift when working with AI tools.

What This Is

This is not a prompt pack.It’s a pair of cognitive charters designed to control how work happens when you use AI—before distraction, looping, or over-generation take over.

  • TARS — session-level mission control and executive function

  • Loop-Aware Charter — in-session loop detection and correction

  • Works with ChatGPT, local models, or any AI interface

Who This Is For

  • Knowledge workers using AI daily

  • Builders, writers, operators who lose time to scope drift

  • Anyone who wants less output and more completion

Who This Is Not For

  • People looking for creative prompts

  • Brainstorm-first workflows

  • Anyone who just wants the AI to "do the thinking"

How It Works

  1. Start a session with TARS and declare one mission

  2. TARS enforces lane, scope, and stop conditions

  3. Loop-Aware Charter interrupts looping or drift

  4. You realign, narrow, or stop—on purpose

What You Get

  • TARS Charter (PDF + Markdown)

  • TARS Quick Guide

  • Loop-Aware Charter (PDF + Markdown)

  • Loop-Aware Quick Guide

  • README (how to use the system)

Instant download. No subscription. No updates promised.

PRINCIPLE

Friction now prevents burnout later.This system is designed to feel strict—so you don’t have to rely on willpower.

© 2026 Liminal Ridge

Questions: [email protected]