/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

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