Home / Skills / minimal-run-and-audit
minimal-run-and-audit
lllllllama/RigorPilot-SkillsSkill
Rigor Run skill for README-first deep learning repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write standardized `repro_outputs/` files, including patch notes when repository files changed. Do not use for training execution, initial repo intake, generic environment setup, paper lookup, target selection, hidden scientific-meaning changes, or end-to-end orchestration by itself.
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 oneminimal-run-and-audit lllllllama/RigorPilot-Skills · Skill | 59 | ★ 485 | ≈130 always | 1mo ago |
| survey-and-audit-novelty gxCaesar/open-research-skills · Skill Both about end and paper | 51 | ★ 56 | ≈112 always | 1mo ago |
| editorial-minimal madebymustafa/design-taste · Skill Both about minimal and paper | 55 | ★ 168 | ≈93 always | 3mo ago |
| gc-minimal-zine-poster-v0-3 LiamGvchi/gc-minimal-zine-poster · Skill Both about minimal and paper | 83 | ★ 7.4k | ≈119 always | 3mo ago |