# Cfn Improvement Recommender

> Improvement Recommender Skill

- Skill: `masharratt/cfn-improvement-recommender` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add masharratt/cfn-improvement-recommender`
- Raw SKILL.md: https://api.skillmd.com/api/skills/masharratt/cfn-improvement-recommender/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-improvement-recommender

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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