Skill audit report
aiml-access-diagnostics Audit report.
Use this skill when diagnosing IAM and access failures for Bedrock and SageMaker. It traces the authorization chain — caller identity, iam:PassRole, trust policy, role permissions, resource policies, SCPs — to name the denying hop and propose a scoped policy. Read-only. Use when a Bedrock or SageMaker call fails on permissions: InvokeModel or Converse AccessDeniedException, CreateTrainingJob or CreateEndpoint AccessDenied, "is not authorized to perform", "not authorized to perform: iam:PassRole", or an execution role that cannot reach S3, ECR, or KMS. Also covers Marketplace and model-subscription denials that are not IAM gaps, and failures under non-access codes: ValidationException "Could not assume role" (trust-policy gap) or "No S3 objects found under S3 URL" (execution role cannot list the prefix). Do NOT use for IAM questions outside AI/ML, policy authoring or least-privilege review without a failure, throttling or quota errors (ThrottlingException), model quality issues, or non-
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
WARN48
42 GitHub stars
Stars/forks activity
WARN48
42 stars, 38 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO64
credential or environment access, network or browser surface
Install availability
PASS92
npx skills add aws/tools-for-devops-agent --skill aiml-access-diagnostics
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN46
secrets or environment access, filesystem or document access
Repository evidence
PASS86
https://github.com/aws/tools-for-devops-agent/tree/main/skills/aiml-access-diagnostics
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 aws/tools-for-devops-agent --skill aiml-access-diagnostics
Repository
88
https://github.com/aws/tools-for-devops-agent/tree/main/skills/aiml-access-diagnostics
License
86
Apache-2.0
Maintenance
88
2mo since push
AI review
55
SKILL.md references supporting files such as references/access-chain-model.md and a read-only data-collection allowlist, but those files are not present in the submitted file listing; the skill is incomplete as packaged.
README/SKILL.md completeness
84
Usable description available
Dependency risk
64
credential or environment access, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
46
secrets or environment access, filesystem or document access
Stars/forks activity
48
42 stars, 38 forks; issue activity unavailable in current metadata
Adoption
42
42 GitHub stars
Warnings
- Permission surface may require sandboxing
- SKILL.md references supporting files such as references/access-chain-model.md and a read-only data-collection allowlist, but those files are not present in the submitted file listing; the skill is incomplete as packaged.
- The main SKILL.md does not explicitly enumerate the agent's required read-only AWS permissions or setup prerequisites, making it harder to operate safely without consulting external references.
- The repository last-updated timestamp appears to be after the current review date; repository metadata should be verified.
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- GitHub adoption: 42 GitHub stars
- Stars/forks activity: 42 stars, 38 forks; issue activity unavailable in current metadata
- Permission surface: secrets or environment access, filesystem or document access
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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