Skill audit report

ai-assist-observability-audit Audit report.

17-dimension observability audit with tier activation, health scoring, and cost analysis. Covers logging, metrics, tracing, alerting, SLOs, profiling, security observability, and developer experience. Use when assessing observability posture, identifying telemetry gaps, or optimizing observability costs.

REVIEWED · REVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
74
Audit
68
Trust
61
Quality
75
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

68
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

88 GitHub stars

Stars/forks activity

WARN

48

88 stars, 12 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

2d since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add jparkerweb/ai-assist-skills --skill ai-assist-observability-audit

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/jparkerweb/ai-assist-skills/tree/main/skills/ai-assist-observability-audit

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 · 13 Needs review

Install path

92

PASS

npx skills add jparkerweb/ai-assist-skills --skill ai-assist-observability-audit

Repository

88

PASS

https://github.com/jparkerweb/ai-assist-skills/tree/main/skills/ai-assist-observability-audit

License

45

CHECK

Unknown

Maintenance

100

PASS

2d since push

AI review

55

CHECK

Repository license is unknown; missing license clarity makes compliance evaluation difficult.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

48

FIX

88 stars, 12 forks; issue activity unavailable in current metadata

Adoption

68

INFO

88 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
  • Repository license is unknown; missing license clarity makes compliance evaluation difficult.
  • Potential prompt injection vector through AGENTS.md/specs/ content, though the skill is not inherently malicious.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • GitHub adoption: 88 GitHub stars
  • Stars/forks activity: 88 stars, 12 forks; issue activity unavailable in current metadata
  • 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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