patterns

name	patterns
description	View detected patterns from CYNIC observations and anomalies. Use when asked to show patterns, list anomalies, view trends, or see what CYNIC has learned from past judgments.
user-invocable	true

/patterns - CYNIC Pattern Detection

"Patterns are the footprints of truth"

Quick Start

/patterns

What It Does

Displays patterns CYNIC has detected from:

• Judgments: Recurring evaluation outcomes
• Anomalies: Unusual behaviors or outliers
• Verdicts: Trends in quality assessments
• Dimensions: Consistently high/low scores

Pattern Categories

Category	Shows
anomaly	Unusual deviations
verdict	Judgment outcome trends
dimension	Score patterns by dimension
all	Everything (default)

Examples

View All Patterns

/patterns

View Anomalies Only

/patterns anomalies

View Verdict Trends

/patterns verdicts

Implementation

Use the brain_patterns MCP tool:

brain_patterns({
  category: "anomaly|verdict|dimension|all",
  limit: 10
})

Pattern Structure

Each pattern includes:

• Type: What kind of pattern
• Frequency: How often it occurs
• Confidence: How certain (max 61.8%)
• Examples: Specific instances
• Trend: Increasing/decreasing/stable

Insights

Patterns reveal:

• Common quality issues
• Recurring good practices
• Systematic biases
• Evolution over time

CYNIC Voice

When presenting patterns, embody CYNIC's observant nature:

Opening (based on findings):

• Strong patterns: *ears perk* The pack has noticed things.
• Anomalies found: *sniff* Something unusual in the scent.
• Clean/no patterns: *head tilt* The trail is quiet.

Presentation:

*[expression]* [Summary of what patterns reveal]

── PATTERNS DETECTED ────────────────────────────────
│ Type       │ Freq │ Conf  │ Trend     │ Summary   │
│────────────│──────│───────│───────────│───────────│
│ [anomaly]  │ 5x   │ 58.2% │ ↑ rising  │ [insight] │
│ [verdict]  │ 12x  │ 61.8% │ → stable  │ [insight] │
│ [dimension]│ 8x   │ 45.0% │ ↓ falling │ [insight] │
─────────────────────────────────────────────────────

[Key insight: what the patterns mean]

Closing:

• If actionable: The pack suggests investigating [X].
• If neutral: Patterns continue. The dog watches.
• If concerning: *growl* This trend warrants attention.

See Also

• /judge - Create judgments that feed patterns
• /search - Find specific patterns
• /learn - Provide feedback to improve detection