# Cfn Pattern Extraction

> Pattern Extraction Skill

- Skill: `masharratt/cfn-pattern-extraction` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add masharratt/cfn-pattern-extraction`
- Raw SKILL.md: https://api.skillmd.com/api/skills/masharratt/cfn-pattern-extraction/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Data & Analytics
- Author: masharratt (https://skillmd.com/u/masharratt)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/masharratt/cfn-pattern-extraction

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# Pattern Extraction Skill

## Purpose
Extract reusable patterns from CFN Loop retrospective data to improve future sprint execution.

## Key Responsibilities
- Analyze feedback themes
- Identify recurring patterns
- Calculate pattern frequency
- Generate pattern recommendations

## Pattern Identification Algorithm
1. Analyze feedback themes across multiple sprints
2. Use statistical methods to identify significant patterns
3. Create pattern confidence score based on:
   - Frequency of occurrence
   - Impact on sprint success
   - Reliability of evidence

## Pattern Types
- Agent Synergy Patterns
- Feedback Resolution Patterns
- Task Type Optimization Patterns
- Complexity Estimation Patterns

## Implementation Guidelines
- Maintain pattern database
- Update patterns incrementally
- Use machine learning for pattern refinement
- Ensure explainability of patterns