Skill audit report

Rumble Audit report.

Quick start: pip install jsoniq 鉀堬笍 RumbleDB 2.1.0 "Cedrus Libani" 馃尦 for Apache Spark | Run queries on your large-scale, messy datasets (JSON, text, CSV, Parquet, Delta...) | Data Lakehouse with Updates, Scripting, Declarative Machine Learning and more

REVIEWEDREVIEWNeeds reviewGenerated Aug 22, 2026Heuristic metadata audit
79
Audit
77
Trust
70
Quality
81
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

77
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

239 GitHub stars

Stars/forks activity

INFO

62

239 stars, 84 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

100

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

80

external package install surface

Install availability

PASS

92

npx skills add RumbleDB/rumble

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/RumbleDB/rumble

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed8 Needs review

Install path

92

PASS

npx skills add RumbleDB/rumble

Repository

88

PASS

https://github.com/RumbleDB/rumble

License

45

CHECK

Unknown

Maintenance

88

PASS

2mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

100

PASS

Usable description available

Dependency risk

80

PASS

external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

62

CHECK

239 stars, 84 forks; issue activity unavailable in current metadata

Adoption

68

INFO

239 GitHub stars

Financial decision safety

58

CHECK

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.

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