feedback - Espresso Shot Feedback & Analysis
Collect espresso shot feedback, analyze extraction, and recommend brewing adjustments.
Tags
Updated: 2026-05-09Capabilities
Typical Inputs
Typical Outputs
What this skill does
- gather shot feedback
- analyze extraction
- record shot notes
- create coffee file
- log brewing entry
- add grind map entry
- update brewing insights
- recommend drink format
- read knowledge files
Inputs
- user rating
- taste balance
- flavor observations
- grind setting
- dose in
- dose out
- shot ID
Outputs
- shot notes
- coffee journal entry
- grind map entry
- brewing insights
- adjustment recommendations
- drink format suggestions
Requirements
- MCP tools access
- knowledge files system