patterns

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

Updated Aug 27, 2026

Search Tags:#patterns #insights #trends #anomalies #judgments #cynic

Ready to run

npx skills add https://github.com/zeyxx/CYNIC --skill patterns-zeyxx

💬 Prompt for ChatGPT / Claude Chat▼

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.