gaggiuino-local
Gaggiuino analytical skill for machine control, shot expression analysis, and high-performance visualization. It interprets shot data through profile intent and generates unified static/animated graphs or synchronized video overlays.
Best for Gaggiuino mod usersWorks with GitHubLow risk
⌘source
- author
@LeoYeAI- language
- Python
★2kstars
306forks
May 6, 2026
✦overview.md
Key Features
- ·Live machine status monitoring
- ·Shot analysis vs profile intent
- ·Profile management and settings
- ·Static graph rendering
- ·Animated trajectory videos
- ·Synchronized video overlays
Use Cases
- →Check machine readiness before pulling a shot
- →Analyze latest shot expression against profile intent
- →Generate animated overlay for extraction footage review
- →Compare historical shots for dial-in adjustments
Best for
- ✓Gaggiuino mod users
- ✓Espresso shot analysis
- ✓Profile-driven extraction review
Not ideal for
- !Non-Gaggiuino machines
- !Manual espresso setup
FAQs
name
gaggiuino-local
description
Gaggiuino analytical skill for machine control, shot expression analysis, and high-performance visualization. It interprets shot data through profile intent and generates unified static/animated graphs or synchronized video overlays.
metadata:{"openclaw":{"requires":{"bins":["curl","python3","mktemp","ffmpeg"]}}}
Gaggiuino Local
Gaggiuino Local is a machine-connected skill for espresso machines running the Gaggiuino mod. It enables live status monitoring, in-depth shot analysis based on profile intent vs. actual expression, profile management, and settings configuration. Additionally, it provides a high-performance rendering engine for generating static graphs, animated trajectory videos, and synchronized overlays for extraction footage.
Its core question is not simply “is this cup good?” It first asks whether the shot became what its profile was trying to make it become. In other words, it asks:
Did this shot become the kind of coffee it was trying to be?
In Chinese:
这杯咖啡有没成为它本来想成为的样子？
Only after that should it move into troubleshooting or dial-in guidance.
All machine interaction goes through scripts/gaggiuino.sh.
What this skill is for
Use this skill when the task involves one or more of these:
- checking current machine state, readiness, temperature, water level, or active profile / 当前状态
- analyzing the latest shot / 萃取 or a historical one (preferred; strongest evidence)
$install
1-click copynpx skills add LeoYeAI/openclaw-master-skills --skill gaggiuino-localSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
3/ 5
goodMostly clear, but there are still a few confusing or poorly structured parts.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
3/ 5
mediumPartially actionable with several concrete steps, but still missing important details.