Skill audit report

metric-reconciliation Audit report.

Trace and resolve discrepancies when the same metric shows different values in two or more sources. Use before reporting, after pipeline changes, or when stakeholders question a number.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit
77
Audit
70
Trust
70
Quality
79
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

70
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

446 GitHub stars

Stars/forks activity

INFO

62

446 stars, 80 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

1mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

82

database surface

Install availability

PASS

92

npx skills add nimrodfisher/data-analytics-skills --skill metric-reconciliation

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

74

filesystem or document access, database access

Repository evidence

PASS

86

https://github.com/nimrodfisher/data-analytics-skills/tree/main/02-documentation-knowledge/metric-reconciliation

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 6 Needs review

Install path

92

PASS

npx skills add nimrodfisher/data-analytics-skills --skill metric-reconciliation

Repository

88

PASS

https://github.com/nimrodfisher/data-analytics-skills/tree/main/02-documentation-knowledge/metric-reconciliation

License

86

PASS

MIT

Maintenance

88

PASS

1mo since push

AI review

55

CHECK

The SKILL.md does not mention the included helper script (scripts/reconcile_metrics.py), so agents may not discover it.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

82

PASS

database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

74

CHECK

filesystem or document access, database access

Stars/forks activity

62

CHECK

446 stars, 80 forks; issue activity unavailable in current metadata

Adoption

68

INFO

446 GitHub stars

Warnings

  • The SKILL.md does not mention the included helper script (scripts/reconcile_metrics.py), so agents may not discover it.
  • SKILL.md lacks an explicit 'Limitations' section, such as noting that tolerance thresholds are guidelines and that access to both sources is required.
  • 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.