Individual skill
industrial-ai-research
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.
skills/35-bahayonghang-academic-writing-skills/skills/industrial-ai-research/SKILL.md
Source commit 8684584e7d1127940f018157d2c579974fae8f79
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 10, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 5,001
- Repository last updated
- Nov 9, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-research Repository topic
- agent-skills Repository topic
- ai-agent Repository topic
- awesome-list Repository topic
- communication Repository topic
- economics Repository topic
- education Repository topic
- empirical-research Repository topic
- international-relations Repository topic
- political-science Repository topic
- industrial-ai Declared skill tag
- research Declared skill tag
- literature-review Declared skill tag
- predictive-maintenance Declared skill tag
- scheduling Declared skill tag
- anomaly-detection Declared skill tag
- smart-manufacturing Declared skill tag
- cps Declared skill tag
- arxiv Declared skill tag
- ieee Declared skill tag
- survey Declared skill tag
- survey-draft Declared skill tag
- research Derived category
- operations Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 13,032 bytesSKILL.mdcore · 13,032 bytesSKILL.mdcore · 13,032 bytesSKILL.mdcore · 13,032 bytesSKILL.mdcore · 13,032 bytesSKILL.mdcore · 13,032 bytesSKILL.mdcore · 13,032 bytesSKILL.mdcore · 13,032 bytesSKILL.mdcore · 13,032 bytesagents/openai.yamlasset · 420 bytesevals/evals.jsonasset · 6,647 bytesexamples/industrial-anomaly-detection.mddoc · 562 bytesexamples/intelligent-scheduling.mddoc · 521 bytesexamples/predictive-maintenance.mddoc · 536 bytesexamples/survey-predictive-maintenance.mddoc · 9,017 bytesreferences/SURVEY_WRITING_GUIDE.mddoc · 6,458 bytesreferences/modules/SURVEY_EVIDENCE.mddoc · 3,940 bytesreferences/modules/SURVEY_MERGE.mddoc · 4,496 bytesreferences/modules/SURVEY_OUTLINE.mddoc · 4,089 bytesreferences/modules/SURVEY_WRITER.mddoc · 4,373 bytesreferences/quality-checklist.mddoc · 1,262 bytesreferences/question-flow.mddoc · 1,799 bytesreferences/report-modes.mddoc · 2,927 bytesreferences/source-priority.mddoc · 2,290 bytesreferences/venue-map.mddoc · 2,956 bytes
No licensed excerpt is available. You can inspect the pinned source.