run-train
lllllllama/RigorPilot-SkillsSkill
Rigor Train skill for deep learning research repositories. Use when a documented or selected training command should be run conservatively for startup verification, short-run verification, full kickoff, or resume, with command, config, seed, log, checkpoint, status, and metric evidence written to standardized `train_outputs/`. Do not use for environment setup, exploratory sweeps, speculative idea implementation, or end-to-end orchestration.
Why this score
This repo hosts 10 skills, so its 485 stars are split between them (about 49 each) for scoring.
Popularity score: 59/100 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 fb3ccdf5aa64, 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 onerun-train lllllllama/RigorPilot-Skills · Skill | 59 | ★ 485 | ≈114 always | 1mo ago |
| deepmd-train deepmodeling/deepmd-kit · Skill Both about train and selected | 75 | ★ 2.1k | ≈112 always | 16d ago |
| train-sentence-transformers huggingface/sentence-transformers · Skill Both about train | 95 | ★ 19k | ≈157 always | 16d ago |