Skill audit report

sre-data-reliability Audit report.

Use when designing, operating or reviewing data pipelines, scheduled/cron jobs, backups and restores, or data integrity protections — pipeline SLOs, idempotency, handling stragglers and hot spots, distributed cron, defense in depth against data loss, and recovery testing. Based on Google SRE practice.

REVIEWED · REVIEWNeeds reviewGenerated Nov 4, 2026Heuristic metadata audit
77
Audit
75
Trust
59
Quality
81
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

75
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

64 GitHub stars

Stars/forks activity

WARN

48

64 stars, 19 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

13d since push

License clarity

PASS

86

Apache-2.0

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 paulip114/sre-practice-skills --skill sre-data-reliability

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

88

database access

Repository evidence

PASS

86

https://github.com/paulip114/sre-practice-skills/tree/main/sre-data-reliability

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 7 Needs review

Install path

92

PASS

npx skills add paulip114/sre-practice-skills --skill sre-data-reliability

Repository

88

PASS

https://github.com/paulip114/sre-practice-skills/tree/main/sre-data-reliability

License

86

PASS

Apache-2.0

Maintenance

100

PASS

13d since push

AI review

55

CHECK

Review approval is missing

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

88

PASS

database access

Stars/forks activity

48

FIX

64 stars, 19 forks; issue activity unavailable in current metadata

Adoption

68

INFO

64 GitHub stars

Warnings

  • AI review approval is missing
  • Quality score needs review
  • GitHub adoption: 64 GitHub stars
  • Stars/forks activity: 64 stars, 19 forks; issue activity unavailable in current metadata
  • Review status: AI review approval is missing

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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