Cfn Pattern Extraction

Pattern Extraction Skill

masharratt Updated

File contents

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

masharratt/claude-flow-novice/tree/main/.claude/cfn-extras/skills/analytics/cfn-pattern-extraction commit 7f9dd2f23c

Frequently asked questions

npx skillmds@latest add masharratt/cfn-pattern-extraction