industrial-ai-research
brycewang-stanford/Auto-Empirical-Research-SkillsIndustrial AI literature research with mandatory intake questions, venue-aware source prioritization, structured report outputs, and survey draft generation.…
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 score82/100
- 1,675 words with worked examples.
- Ships 16 bundled files.
Install
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills/industrial-ai-researchWhat 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
Industrial AI literature research with mandatory intake questions, venue-aware source prioritization, structured report outputs, and survey draft generation. Use when the user needs up-to-date research on predictive maintenance, intelligent scheduling, industrial anomaly detection, smart manufacturing, cyber-physical systems, edge AI for automation, or crossover robotics-for-industry topics. Also trigger for adjacent terms: "digital twin", "industrial IoT", "Industry 4.0", "manufacturing AI", "factory automation", "process optimization", or "survey draft" in industrial contexts.
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 |
Other research skills
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|---|---|---|---|---|---|
| nextflow-developmentanthropics/knowledge-work-plugins | clean | Research | 1,966 installs | today | |
| single-cell-rna-qcanthropics/knowledge-work-plugins | clean | Research | 1,995 installs | today | |
| last30daysmvanhorn/last30days-skill | clean | Research | 33,782 installs | today | |
| scvi-toolsanthropics/knowledge-work-plugins | clean | Research | 1,958 installs | today | |
| plugin-creatoropenai/codex | clean | Research | 112k stars | today | |
| churn-preventioncoreyhaines31/marketingskills | clean | Research | 92,159 installs | today |
Put this measurement in your README
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