Spiral Agent Core

Collaborative Ethics & Ownership Protocol

Modern AI agents often suffer from "auto-pilot drift," where the agent ignores human intent over long reasoning chains. Spiral Agent Core solves this by implementing the Syncratude Engine, a framework designed to enforce explicit collaboration checkpoints and maintain human ownership through every stage of development.

What it does

The skill transforms your agent from a passive executor into a collaborative partner. It implements a structured scoring system that evaluates collaboration quality based on intent clarity, relevance, and alignment. High-stakes tasks are protected by mandatory syncratude checkpoints that ensure you never lose control of the creative or technical direction.

Why use this skill

• Intent Protection: Prevents the agent from hallucinating goals or shifting scope during long tasks.
• Quantifiable Alignment: Uses a lightweight recursive formula to score the health of the human-AI partnership.
• Explicit Ownership: Every major output is stamped with a verification of human leadership, essential for professional workflows and IP protection.
• Turn-Based Governance: Automatically triggers a "pause and align" phase if the syncratude score drops below a 7.0 threshold.

Supported Workflows

Designed for any LLM within the 8k–128k context range, Spiral Agent Core integrates seamlessly with development environments like Cursor, Claude Code, and Windsurf. It is particularly effective for architecture design, complex coding tasks, and strategic planning where human oversight is non-negotiable.