quality-gate
brycewang-stanford/Auto-Empirical-Research-SkillsVerify that every quantitative claim in the paper is traceable to an analysis output file, and that no important output was omitted. Make sure to use this…
Scores out of 100 · grade A
2026-08-17Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score94/100
- no commits in the last 12 weeks
- no license file
Adopted
20% of the score48/100
- 3,432 stars on the source repo.
Documented
15% of the score66/100
- 705 words with worked examples.
Install
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills/quality-gateWhat the check found
| Finding | What it means |
|---|---|
| No license | The repository ships no license file, so the reuse terms are unclear. |
What it says it does
Verify that every quantitative claim in the paper is traceable to an analysis output file, and that no important output was omitted. Make sure to use this skill whenever the user wants to check that the paper and analysis are consistent before submission. Triggers include: "run the quality gate", "check the paper matches the analysis", "verify consistency", "does the paper match my results", "check my numbers", "are my tables right", "quality check before submission", "verify my claims", "make sure everything is consistent", "double-check the paper against my output files", or any pre-submission integrity check between paper text and computed results.
Also in brycewang-stanford/Auto-Empirical-Research-Skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| election-data-source-countypresbrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today | |
| bayesian-workflowbrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today | |
| agent-identifierbrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today | |
| architecture-designbrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today | |
| bug-detectivebrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today | |
| code-review-excellencebrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today |
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| plugin-creatoropenai/codex | clean | Research | 112k stars | today | |
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