predictive-maintenance-engineer

PassAudited by VirusTotal on May 10, 2026.

Overview

Type: OpenClaw Skill Name: ah-predictive-maintenance-engineer Version: 1.0.0 The skill bundle defines a persona and provides templates for a predictive maintenance engineer. It contains no executable code, network requests, or instructions for data exfiltration. The content is focused on system reliability, monitoring, and maintenance scheduling (SKILL.md).

Findings (0)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

NoteHigh Confidence
ASI08: Cascading Failures
What this means

Following recommendations blindly could lead to service restarts, scaling changes, cleanup, or maintenance timing decisions that affect uptime.

Why it was flagged

The skill is intended to advise on operational changes that could affect production reliability if acted on without normal change control.

Skill content
I analyze systems for potential failures, predict maintenance needs, design monitoring strategies, and implement proactive maintenance solutions
Recommendation

Use it as an advisory aid and require explicit human review, backups, and standard change-management approval before applying recommendations to production systems.

What this means

Users have less external context for who maintains the skill or where to review its source history.

Why it was flagged

The skill has limited provenance information, although it is instruction-only and has no install script or code files.

Skill content
Source: unknown; Homepage: none
Recommendation

If provenance matters for your environment, review the visible SKILL.md content and publisher identity before installation.