Setting the chapter. One moment.
AWS Agents For Devsecops
AWS Core
Core Skills · AWS…
Messaging And Streaming Skills
Migration And Modernization Skills
Networking And Content Delivery Skills
Security And Identity Skills
System Table Skills
Web And Mobile Development
120 chapters · 648 min
Analytics Skills
Chapter 46 of 120
Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lake Formation permissions, and CloudWatch logging for custom ML…
1 minute · 87 words · 5 sections
Domain expertise for troubleshooting AWS Clean Rooms collaborations and custom ML modeling. Covers permission debugging, data access issues, and CloudWatch logging configuration.
Determine the failure type:
Access denied or permission error? → See permission debugging procedure (opens in a new tab). Covers IAM role policies (inline + attached managed), S3 bucket policies, KMS key policies, Lake Formation permissions, and cross-account trust.
Missing CloudWatch logs for custom model jobs? → See custom model logging debugging procedure (opens in a new tab). Covers Configured Model Algorithm Association privacy configuration, ML Configuration role permissions, and log group verification.
Install this repository
npx skills add aws/agent-toolkit-for-aws/plugin marketplace add aws/agent-toolkit-for-awsSkills install per repository, not per chapter — the CLI has no documented per-skill form, so we do not print one.
Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lake Formation permissions, and CloudWatch logging for custom ML model training and inference jobs. Use when a customer reports permission failures, access errors, or log publishing issues in Clean Rooms.
The verbatim description from this skill’s front matter — the string an agent matches on to decide whether to load it.
main, last pushed 10 August 2026.SKILL.md, not by matching a directory convention. 17 distinct layouts observed: plugins/aws-agents-for-devsecops/skills/*/SKILL.md, plugins/aws-agents/skills/*/SKILL.md, plugins/aws-core/skills/*/SKILL.md, skills/core-skills/*/SKILL.md, skills/specialized-skills/analytics-skills/*/SKILL.md, skills/specialized-skills/database-skills/*/SKILL.md, skills/specialized-skills/ec2-skills/*/SKILL.md, skills/specialized-skills/messaging-and-streaming-skills/*/SKILL.md, skills/specialized-skills/migration-and-modernization-skills/*/SKILL.md, skills/specialized-skills/networking-and-content-delivery-skills/*/SKILL.md, skills/specialized-skills/operations-skills/*/SKILL.md, skills/specialized-skills/resilience-skills/*/SKILL.md, skills/specialized-skills/security-and-identity-skills/*/SKILL.md, skills/specialized-skills/serverless-skills/*/SKILL.md.skills/specialized-skills/storage-skills/*/SKILL.mdskills/specialized-skills/system-table-skills/*/SKILL.mdskills/specialized-skills/web-and-mobile-development/*/SKILL.mdh1 and no skipped levels:.claude-plugin/marketplace.json by Amazon Web Services, declaring 4 plugins. It is read for editorial metadata only — never as the skill index, which is always the repository tree./aws/agent-toolkit-for-aws.md, and each chapter at its own .md URL.2 files · 15 KB
Everything this skill ships beside its prose. All of it is set here, as subchapters of chapter 46.
Documentation the agent loads on demand, rather than up front.