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light-experiment-coding
Light 科研主线 stage 6：把冻结的 question/estimand、experiment matrix、pre-registration 与 data lineage
Why this score
This repo hosts 10 skills, so its 680 stars are split between them (about 68 each) for scoring.
Popularity score: 57/100 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 6b44f57d1274, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.scripts/review_gate.py:137 and 2 more
- Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.scripts/review_gate.py:275
- Uses dependencies without a pinned version A later version of a dependency could change what runs.assets/project-scaffold/pyproject.toml:9 and 6 more
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 onelight-experiment-coding Light0305/Light-skills · Skill | 57 | ★ 680 | ≈29 always | 4mo ago |
| experiment-design fcakyon/phd-skills · Skill Both about experiment | 64 | ★ 424 | ≈22 always | 24d ago |
| create-experiment harness/harness-skills · Skill Both about experiment | 60 | ★ 120 | ≈23 always | 21d ago |
| coding-assistant athola/skrills · Skill Both about coding | 60 | ★ 69 | ≈20 always | 18d ago |
| experiment-coach growthack88/growth-marketing-os · Skill Both about experiment | 60 | ★ 122 | ≈26 always | 25d ago |
| archive-experiments marin-community/marin · Skill Both about experiment | 75 | ★ 4.0k | ≈32 always | 16d ago |