# cfn-improvement-recommender

- Author: Test User
- Repository: masharratt/claude-flow-novice
- Version: 20260115120224
- Stars: 14
- Forks: 0
- Last Updated: 2026-02-07
- Source: https://github.com/masharratt/claude-flow-novice
- Web: https://mule.run/skillshub/@@masharratt/claude-flow-novice~cfn-improvement-recommender:20260115120224

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# Improvement Recommender Skill

## Purpose
Generate actionable improvement suggestions based on sprint retrospective data.

## Core Capabilities
- Analyze sprint performance metrics
- Identify bottlenecks and inefficiencies
- Recommend targeted improvements
- Provide confidence scores for recommendations

## Recommendation Categories
- Agent Selection
- Feedback Processing
- Validation Criteria
- Iteration Management
- Complexity Estimation

## Evaluation Criteria
- Frequency of issue occurrence
- Impact on sprint velocity
- Cost of implementing recommendation
- Potential performance improvement

## Improvement Scoring Model
- Confidence Level (0.0 - 1.0)
- Expected Benefit Quantification
- Implementation Complexity Rating

## Continuous Learning
- Track recommendation effectiveness
- Update recommendation strategies
- Learn from successful interventions