Skill audit report
impact-quantification Audit report.
Estimate and communicate business impact of insights. Use when sizing opportunities discovered in analysis, calculating ROI of recommended actions, or prioritizing initiatives by potential impact.
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
458 GitHub stars
Stars/forks activity
INFO62
458 stars, 83 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add nimrodfisher/data-analytics-skills --skill impact-quantification
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/nimrodfisher/data-analytics-skills/tree/main/05-stakeholder-communication/impact-quantification
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 nimrodfisher/data-analytics-skills --skill impact-quantification
Repository
88
https://github.com/nimrodfisher/data-analytics-skills/tree/main/05-stakeholder-communication/impact-quantification
License
86
MIT
Maintenance
88
2mo since push
AI review
55
SKILL.md does not include an explicit Limitations or safe operating boundaries section, such as when estimates should not be used or how to handle low-confidence inputs.
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
86
filesystem or document access
Stars/forks activity
62
458 stars, 83 forks; issue activity unavailable in current metadata
Adoption
68
458 GitHub stars
Warnings
- SKILL.md does not include an explicit Limitations or safe operating boundaries section, such as when estimates should not be used or how to handle low-confidence inputs.
- No setup/prerequisites section exists; SKILL.md does not state that Python 3 is required or that no external dependencies are needed.
- Scripts lack input validation; for example, cost_savings.py accepts negative values or reduction_pct > 1 without warning.
- The skill directory does not include a copy of the MIT license text, though the repository-level license is detected.
- Quality score needs review
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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