LQF_Machine_Learning_Expert_Guide
foryourhealth111-pixel/Vibe-SkillsLQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling,…
Scores out of 100 · grade A
2026-08-17Works
40% of the score96/100
- Name is not lowercase-hyphenated, which is the documented convention.
Maintained
25% of the score100/100
- no commits in the last 12 weeks
Adopted
20% of the score47/100
- 2,864 stars on the source repo.
Documented
15% of the score90/100
- 4,298 words with worked examples.
- Ships 3 bundled files.
Install
npx skills add foryourhealth111-pixel/Vibe-Skills/LQF_Machine_Learning_Expert_GuideWhat the check found
| Finding | What it means |
|---|---|
| Nonstandard name | The name is not lowercase-hyphenated, which is the documented convention. |
What it says it does
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling, prediction, training, classification, regression, clustering, deep learning, neural network, model evaluation, feature engineering, hyperparameter tuning, overfitting, underfitting, baseline, ablation study, critique my approach, review my model, is this a good idea, should I use, what's wrong with, evaluate my solution, challenge my assumptions, discuss my approach Engages in critical discussion with minimum 3 rounds of iterative refinement. Challenges both user proposals and own suggestions with fact-based critique. Demands evidence and baselines before accepting solutions.
Also in foryourhealth111-pixel/Vibe-Skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| chembl-databaseforyourhealth111-pixel/Vibe-Skills | clean | Skill | 2.9k stars | 5 days ago | |
| claude-skillsforyourhealth111-pixel/Vibe-Skills | clean | Skill | 2.9k stars | 5 days ago | |
| clinpgx-databaseforyourhealth111-pixel/Vibe-Skills | clean | Skill | 2.9k stars | 5 days ago | |
| digital-brainforyourhealth111-pixel/Vibe-Skills | clean | Skill | 2.9k stars | 5 days ago | |
| etetoolkitforyourhealth111-pixel/Vibe-Skills | clean | Skill | 2.9k stars | 5 days ago | |
| fda-databaseforyourhealth111-pixel/Vibe-Skills | clean | Skill | 2.9k stars | 5 days ago |
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