Can I use this for non-AI systems?

Yes, it can be applied to any codebase or logic set where implicit assumptions about data structures or resource allocation need to be made explicit and aligned.

What is an ontological commitment in this context?

An ontological commitment is an implicit assertion about what exists and how value is determined within a system's logic, such as treating a resource as a fungible token versus a context-dependent flow.

How does the skill measure compatibility between different systems?

It uses hue distance (0°-180°) as a proxy for semantic distance; alignments under 30° allow for strong bridges, while distances over 60° indicate fundamental incompatibility.

What frameworks does this skill utilize?

It is built on the 2-monad bicategory framework (2TDX) and implemented using Babashka for rapid prototyping and Julia for high-performance processing.

Commitment Tracker

Name: Commitment Tracker
Author: plurigrid

byplurigrid

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Collaboration Tools

Detects and aligns hidden ontological assumptions within multi-agent systems to prevent silent coordination failures.

The Commitment Tracker skill identifies the implicit assertions agents make about reality—such as whether resources are fungible tokens or ecological flows—through their code and behavior. By mapping these 'commitments' into a 2-monad framework using color-based semantic distance, the skill enables developers to detect silent incompatibilities between systems and negotiate explicit bridges for better alignment and decision-making in complex environments.

Key Features

01Dual implementation in Babashka for interactivity and Julia for production

02Unified commitment space generation for cross-system consensus

03Divergence detection using color-based hue distance metrics

04Ontological commitment extraction from code patterns and behaviors

058 GitHub stars

06Automated AI governance resolution for multi-agent coordination

Use Cases

01Resolving conflicts between economic, ecological, and temporal modeling systems

02Aligning multi-agent AI behaviors in decentralized governance scenarios

03Debugging silent failures caused by mismatched underlying system assumptions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi commitment-tracker

For use in Claude.ai and ChatGPT

Download Skill