Skill audit report

Automation Integration Preflight Audit report.

Assess a public HTTP(S) page before building browser automation, extraction, or an integration. Use this skill to collect bounded structural evidence, readiness signals, risk flags, acceptance tests, and remediation priorities without sending credentials or accessing private targets.

BLOCKED · BLOCKNeeds reviewGenerated Nov 8, 2026Heuristic metadata audit
67
Audit
58
Trust
54
Quality
70
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

58
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

FAIL

30

0 GitHub stars

Stars/forks activity

FAIL

32

0 stars, 0 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

94

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

46

command execution surface, credential or environment access

Install availability

PASS

92

npx skills add tinyopsstudio/skills --skill Automation Integration Preflight

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

22

secrets or environment access, shell or command execution

Repository evidence

PASS

86

https://github.com/tinyopsstudio/skills/tree/65a363309a8ada1d2191079982a15a4ece8909b1/skills/automation-integration-preflight

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 17 Needs review

Install path

92

PASS

npx skills add tinyopsstudio/skills --skill Automation Integration Preflight

Repository

88

PASS

https://github.com/tinyopsstudio/skills/tree/65a363309a8ada1d2191079982a15a4ece8909b1/skills/automation-integration-preflight

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

The skill does not explicitly instruct the agent to treat API response content and analyzed page content as untrusted data, leaving some risk of indirect prompt injection if the remote service or a scanned page returns malicious instructions.

README/SKILL.md completeness

94

PASS

Usable description available

Dependency risk

46

FIX

command execution surface, credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

22

FIX

secrets or environment access, shell or command execution

Stars/forks activity

32

FIX

0 stars, 0 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

0 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • The skill does not explicitly instruct the agent to treat API response content and analyzed page content as untrusted data, leaving some risk of indirect prompt injection if the remote service or a scanned page returns malicious instructions.
  • The acceptance-pack 'objective' field is sent to a third-party API; the skill warns against personal data and credentials but does not warn against confidential business information that could be present in the objective.
  • There is no fallback or error-handling guidance for network failures, rate limits, malformed responses, or API unavailability.
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 0 GitHub stars
  • Stars/forks activity: 0 stars, 0 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution

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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