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ai-research-explore
lllllllama/RigorPilot-SkillsSkill
Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, dataset, benchmark, evaluation method, provided SOTA references, and wants candidate-only exploration on top of `current_research` with auditable repo understanding, idea gating, fair comparison, and governed experiments written to `explore_outputs/`. Do not use for README-first trusted reproduction, open-ended direction finding, narrow code-only or run-only exploration, passive repo analysis, verified novelty claims, or implicit experi
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.
What its code does:
- Makes network requestsSKILL.md, scripts/lookup/providers/base.py:61 and 1 more
Web addresses in its code:
- doi.orgscripts/lookup/normalizers.py:43
- api.github.comscripts/lookup/providers/github_provider.py:23
- arxiv.orgscripts/lookup/normalizers.py:88
- export.arxiv.orgscripts/lookup/providers/arxiv_provider.py:36
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
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 oneai-research-explore lllllllama/RigorPilot-Skills · Skill | 59 | ★ 485 | ≈155 always | 1mo ago |
| explore Yeachan-Heo/oh-my-claudecode · Subagent Both about explore and finding | 83 | ★ 40k | ≈18 in chat | 16d ago |
| explore-codebase tirth8205/code-review-graph · Skill Both about explore | 87 | ★ 32k | ≈21 always | 19d ago |
| oss-explore-repo chiruu12/OSS-Skills · Skill Both about explore and repo | 52 | ★ 60 | ≈24 always | 2mo ago |
| pdf-explore Companion-Inc/feynman · Skill Both about explore and method | 80 | ★ 10.0k | ≈50 always | 16d ago |
| ai-research-writing-skill jin-s13/ai-research-writing-skill · Skill Both about experiment and claim | 66 | ★ 52 | ≈112 always | 17d ago |