Skill audit report
datarobot-data-preparation Audit report.
Tools and guidance for data upload, dataset management, data validation, and preparing data for DataRobot projects. Use when uploading datasets, managing data, or validating data for DataRobot.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
25 GitHub stars
Stars/forks activity
WARN48
25 stars, 23 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
FAIL28
command execution surface, credential or environment access
Install availability
PASS92
npx skills add datarobot-oss/datarobot-agent-skills --skill datarobot-data-preparation
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL18
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/datarobot-oss/datarobot-agent-skills/tree/main/skills/datarobot-data-preparation
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add datarobot-oss/datarobot-agent-skills --skill datarobot-data-preparation
Repository
88
https://github.com/datarobot-oss/datarobot-agent-skills/tree/main/skills/datarobot-data-preparation
License
86
Apache-2.0
Maintenance
88
1mo since push
AI review
55
Quick Start references validate_dataset and get_dataset_schema functions that are not defined in the helper scripts or explicitly in the SDK operations list, which may cause confusion.
README/SKILL.md completeness
86
Usable description available
Dependency risk
28
command execution surface, credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
18
secrets or environment access, shell or command execution
Stars/forks activity
48
25 stars, 23 forks; issue activity unavailable in current metadata
Adoption
42
25 GitHub stars
Warnings
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Quick Start references validate_dataset and get_dataset_schema functions that are not defined in the helper scripts or explicitly in the SDK operations list, which may cause confusion.
- The skill does not explicitly state prerequisites such as needing a DataRobot account and API key configuration, though it is implied.
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- GitHub adoption: 25 GitHub stars
- Stars/forks activity: 25 stars, 23 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
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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