What is the Canonical Universal Schema used for?

It provides a standardized set of fields (thread_id, timestamp, workspace, role, content) that allows logs from different AI systems to be analyzed collectively.

What systems does TIDAR Thread Probe support?

The skill supports thread discovery and pattern analysis across AMP, Claude, Codex, and Warp platforms.

How does the GF(3) trit distribution help in analysis?

It applies a mathematical hash to thread IDs to assign a trit value (-1, 0, +1), which is used to balance the interaction stream and determine visual hues for monitoring.

Can I use this to detect errors in AI agent sessions?

Yes, it specifically identifies 'perplexing patterns' such as high revert rates, abnormal session durations, and sandbox policy contradictions.

TIDAR Thread Probe

Name: TIDAR Thread Probe
Author: plurigrid

byplurigrid

•

分析与监控

Analyzes and standardizes cross-system AI agent interaction threads using advanced topological decomposition.

TIDAR Thread Probe implements Tree-structured Iterative Decomposition And Recombination to discover patterns across disparate AI environments like AMP, Claude, Codex, and Warp. By mapping session data to a Canonical Universal Schema and applying Galois Field (GF(3)) conservation analysis, it identifies shared behaviors, unique system anomalies, and thread distributions. This tool is essential for developers and researchers monitoring agentic workflows, auditing multi-model interactions, and visualizing thread states through a unique hue-based system based on ordered locale site semantics.

主要功能

018 GitHub stars

02Detection of perplexing patterns and behavioral anomalies

03Cross-system thread pattern discovery across AMP, Claude, and Codex

04GF(3) trit conservation analysis for stream balancing

05Hue-based visualization mapping via Gay-MCP integration

06Canonical Universal Schema mapping for disparate log formats

使用场景

01Auditing agentic interactions across multiple platforms and models

02Standardizing heterogeneous AI logs into a queryable DuckDB format

03Identifying behavioral inconsistencies in automated coding sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi tidar-thread-probe

For use in Claude.ai and ChatGPT

Download Skill