# Learningforge AI Feedback Synthesis

> Use when aggregating feedback from multiple sources, synthesizing learning feedback, or creating feedback summaries for construction training is needed.

- Skill: `construct-ai-primary/learningforge-ai-feedback-synthesis` (Agent Skill)
- Install (CLI): `npx skillmds@latest add construct-ai-primary/learningforge-ai-feedback-synthesis`
- Raw SKILL.md: https://api.skillmd.com/api/skills/construct-ai-primary/learningforge-ai-feedback-synthesis/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: Construct-AI-primary (https://skillmd.com/u/construct-ai-primary)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/construct-ai-primary/learningforge-ai-feedback-synthesis

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# Learning Forge AI - Feedback Synthesis Skill

## Overview
Aggregates feedback from multiple sources and creates synthesized feedback summaries. Identifies patterns across feedback for improvement.

## When to Use
- When feedback aggregation is needed
- When feedback synthesis is required
- When improvement recommendations are needed
- When feedback pattern analysis is required

## Core Procedures

### Feedback Synthesis Workflow
1. **Collection** - Gather feedback from multiple sources
2. **Categorization** - Organize feedback by topic
3. **Pattern Detection** - Identify common themes
4. **Synthesis** - Create consolidated summaries
5. **Recommendation Generation** - Generate improvement suggestions

## Agent Assignment
**Primary Agent:** learningforge-ai-feedback-synthesis

## Output
Writes to `/workspace/lessons/feedback/`

## Last Updated
2026-04-11