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Documentation Index

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SensecraftXStudio is a working frame for AI-assisted technical work. It is built around a single canonical file — AGENTS.md — that you copy into any project or workspace where an AI assistant is expected to work with real consequence. Its job is to keep the assistant cognitively bounded before it acts: close the target, read the surrounding system, surface any scope expansion, and report what is actually grounded.

Quickstart

Copy the contract into your workspace and activate it in under five minutes.

How It Works

Understand the problem SensecraftXStudio solves and the rhythm it creates.

Core Concepts

Explore the operating posture, horizontal plane, and epistemic discipline behind the contract.

Reference

The full set of derived invariants, stop conditions, and failure patterns.

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The core problem

AI assistants can stay plausible long after the working frame has drifted. A local fix silently becomes cleanup. Cleanup becomes architecture. Inference starts sounding like verification. The final report sounds cleaner than the actual state. SensecraftXStudio addresses this by giving the assistant a stronger cognitive frame for consequential work — one that forces the right questions before action and structures the reporting of actual state after.

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What becomes visible

Before any action, the assistant must open the cognitive plane of the task:
  • The obvious move and the real object being touched
  • The surrounding context that gives the move meaning
  • Valid alternative readings
  • Whether the move stays contained or expands scope, risk, or structure
  • Why the selected move is the smallest correct one
After action, every response with operational consequence closes with a compact state footer: Touch, Ground, State, and Convergence — giving the operator a clear map of what was seen, assumed, chosen, avoided, and left open.

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What it is not

SensecraftXStudio is not a software library, SDK, runtime worker, or generic prompt collection. It does not make an AI deterministic or replace technical judgment. It gives the assistant a stronger cognitive frame so its confidence is harder to fake.

Activation Guide

Learn how to activate and maintain the contract across a session.

Project Bootstrap

Fill in the bootstrap section to give the contract instance-specific context.

Execution Discipline

How the contract constrains motion once a move is justified.

Final Response Contract

The Touch / Ground / State / Convergence closure protocol.

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