Home / Skills / mkl-debug-ml-training
mkl-debug-ml-training
00200200/maintainer-skills-labSkill
Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch, Lightning, or TensorFlow/Keras. Use for concrete training bugs, not open-ended architecture or hyperparameter search.
Why this score
This repo hosts 10 skills, so its 48 stars are split between them (about 5 each) for scoring.
Popularity score: 55/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit b2027d4b6841, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onemkl-debug-ml-training 00200200/maintainer-skills-lab · Skill | 55 | ★ 48 | ≈63 always | 18d ago |
| ml-training-recipe Companion-Inc/feynman · Skill Both about ml and training | 80 | ★ 10.0k | ≈59 always | 16d ago |
| ml-engineering stas00/ml-engineering · Skill Both about ml and training | 88 | ★ 20k | ≈22 always | 19d ago |
| domain-ml moeru-ai/auv · Skill Same job: machine learning | 59 | ★ 118 | ≈53 always | 16d ago |
| debug-gradient-flow deepmodeling/deepmd-kit · Skill Both about gradient and debug | 75 | ★ 2.1k | ≈70 always | 16d ago |
| autoresearch-ml proyecto26/autoresearch-ai-plugin · Skill Both about ml and training | 47 | ★ 13 | ≈23 always | 4mo ago |