Skill audit report

Iot Predictive Analytics audit report.

Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like Robot arms, Process monitoring and Control equipment etc., collect and transmit data on a continuous basis which is Time stamped.

REVIEWED · REVIEWNeeds reviewGenerated Jul 3, 2026Heuristic metadata audit
74
Audit
77
Trust
60
Quality
88
Security
62
Maintain
92
Install

OpenAgentSkill Trust Score

77
Strong shortlist

Stars, maintenance, license, docs, install safety, permission surface, and installability.

The Trust Score is OpenAgentSkill's adoption layer. It is designed to help an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

114 GitHub stars

Stars/forks activity

INFO

62

114 stars, 75 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

62

10mo since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add IBM/iot-predictive-analytics

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/IBM/iot-predictive-analytics

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 passed · 3 review

Install path

92

PASS

npx skills add IBM/iot-predictive-analytics

Repository

88

PASS

https://github.com/IBM/iot-predictive-analytics

License

86

PASS

Apache-2.0

Maintenance

62

CHECK

10mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

62

CHECK

114 stars, 75 forks; issue activity unavailable in current metadata

Adoption

68

INFO

114 GitHub stars

Warnings

  • Quality score needs review

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

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