Skill audit report
Data Engineering For Beginners Code Audit report.
Code for DE101 book at https://de101.startdataengineering.com/
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
INFO62
111 GitHub stars
Stars/forks activity
INFO68
111 stars, 785 forks; issue activity unavailable in current metadata
Recent maintenance
INFO62
8mo since push
License clarity
WARN42
Unknown
README/SKILL.md completeness
INFO74
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS82
database surface
Install availability
PASS92
npx skills add josephmachado/data_engineering_for_beginners_code
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO74
filesystem or document access, database access
Repository evidence
PASS86
https://github.com/josephmachado/data_engineering_for_beginners_code
Review status
PASS88
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add josephmachado/data_engineering_for_beginners_code
Repository
88
https://github.com/josephmachado/data_engineering_for_beginners_code
License
45
Unknown
Maintenance
62
8mo since push
AI review
88
Approved with no listed issues
README/SKILL.md completeness
84
Usable description available
Dependency risk
82
database surface
Install command safety
92
standard package or runtime install path
Permission surface
74
filesystem or document access, database access
Stars/forks activity
68
111 stars, 785 forks; issue activity unavailable in current metadata
Adoption
68
111 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
- License is unclear
- Financial research output is not financial advice; require human review before any live investment decision
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- License clarity: Unknown
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.