machine-learning-engineer

• Verdict: Pass
• Analyzed: May 3, 2026, 1:21 PM
• Findings: 0
• Version: 1.0.0
• Hash: 6040f914e40a8f4ea37f53f9e4e31b48639b7330ece256680b8dc854461aca58
• Source: palm
• External report: View on VirusTotal

Overview

Type: OpenClaw Skill Name: ah-machine-learning-engineer Version: 1.0.0 The skill bundle contains standard persona-based instructions for a machine learning engineer agent. There is no executable code, shell commands, or network activity defined in SKILL.md or _meta.json, and the instructions focus entirely on legitimate ML deployment and optimization workflows.

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.

ASI02: Tool Misuse and Exploitation

NoteHigh Confidence

What this means

If the agent is given deployment or cloud tooling, it may make changes to model serving infrastructure, registries, or rollout processes.

Why it was flagged

The skill instructs the agent to work on deployment pipelines and infrastructure-related actions. This is aligned with its ML deployment purpose, but such actions can materially change production systems if executed with real tools.

Skill content

Model deployment pipelines:
- CI/CD integration
- Automated testing
- Model validation
- Performance benchmarking
- Security scanning
- Container building
- Registry management
- Progressive rollout

Recommendation

Use this skill with explicit approval gates for production changes, review generated deployment commands or configuration diffs, and test in staging before applying to live systems.