patterns

Identify patterns, anomalies, and verdict trends from CYNIC observations.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/zeyxx/CYNIC --skill patterns-zeyxx
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: patterns
Source: https://github.com/zeyxx/CYNIC/tree/main/.claude/skills/patterns
Command: npx skills add https://github.com/zeyxx/CYNIC --skill patterns-zeyxx

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

View detected patterns from CYNIC observations and anomalies. Quickly surface recurring judgments, anomalies, and trends to inform skeptical assessment and decision-making across sessions.

Core Features & Use Cases

  • Display patterns from judgments, anomalies, verdicts, and dimensions.
  • Filter and explore insights across cross-session data to identify recurring issues and improvements.
  • Use cases include auditing model behavior, assessing safety guardrails, and tracking evolutions over time.

Quick Start

Run /patterns to view the current pattern set.

Frequently Asked Questions about patterns

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I surface recurring anomalies and trends from CYNIC observations?

You can identify recurring anomalies and trends from CYNIC observations by running the /patterns command, which surfaces cross-session judgments and insights to empower skeptical analysis.

What are pattern insights and how do they support skeptical analysis?

Pattern insights are recurring judgments, anomalies, and verdict trends extracted from CYNIC observations. They support skeptical analysis by tracking evolutions over time to inform decision-making and assess safety guardrails.

Can I filter CYNIC pattern insights by category and type?

Yes, you can filter CYNIC pattern insights by category and type. The Skill requires a consistent pattern data model to support filtering and exploring cross-session data for recurring issues.

Does viewing cross-session pattern trends require specific data models?

Yes, viewing cross-session pattern trends requires a consistent pattern data model to ensure clear, human-readable insights can be generated for dashboards and reports across time.

What is the best way to audit model behavior using CYNIC observations?

The best way to audit model behavior using CYNIC observations is to analyze surfaced patterns and anomalies across cross-session data, tracking recurring issues and assessing safety guardrails.

When should I not rely on CYNIC pattern trends for decision-making?

You should not rely solely on CYNIC pattern trends when the consistent pattern data model is incomplete or missing, as clear human-readable insights require structured cross-session data to inform skeptical assessment.