Answers from the documentation; checking which model is on duty
Hi - I answer from the OpenSmartRoute documentation: routing, the API, plans and quotas, self-hosting. Ask away, or open a support ticket if you need a person.
Grounded in the docs - follow a source before acting on it.
aws-cleanrooms - Skill - OpenSmartRoute
Skillv1.0.0
aws-cleanrooms
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…
Imported from aws/agent-toolkit-for-aws (skills/specialized-skills/analytics-skills/aws-cleanrooms/SKILL.md) via skills.sh. Install upstream with npx skills add aws/agent-toolkit-for-aws --skill aws-cleanrooms. Copyright stays with the author.
AWS Clean Rooms
Overview
Domain expertise for troubleshooting AWS Clean Rooms collaborations and custom ML modeling. Covers permission debugging, data access issues, and CloudWatch logging configuration.
Common tasks
Debugging Clean Rooms errors
Determine the failure type:
Access denied or permission error? → See permission debugging procedure. 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. Covers Configured Model Algorithm Association privacy configuration, ML Configuration role permissions, and log group verification.
Install aws-cleanrooms and it becomes one more candidate the router can pick - when it fits.
A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.
When a provider is down or over quota the request moves on; the trace says it did.
Copy one of these into your project. Installing also returns the manifest and these snippets.
# after Install: the listing is in your workspace's routing pool - a plan picks it for its slotcurl-s-X POST https://osr-api.kindrock-caaab1a2.centralindia.azurecontainerapps.io/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'
Manifest
An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.
{
"ocm": "1",
"id": "aws-agent-toolkit-for-aws-aws-cleanrooms",
"kind": "skill",
"name": "aws-cleanrooms",
"description": "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.",
"publisher": "aws",
"version": "1.0.0",
"capabilities": {
"domains": [
"hr",
"customer_support"
],
"tags": [
"skill-md",
"skills-sh"
],
"languages": [
"en"
]
},
"quality_prior": 0.6,
"examples": [
"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."
],
"primary": false,
"metadata": {
"source": {
"provider": "skills.sh",
"repository": "https://github.com/aws/agent-toolkit-for-aws",
"path": "skills/specialized-skills/analytics-skills/aws-cleanrooms/SKILL.md",
"ref": "HEAD",
"url": "https://www.skills.sh/aws/agent-toolkit-for-aws/aws-cleanrooms",
"key": "aws/agent-toolkit-for-aws/skills/specialized-skills/analytics-skills/aws-cleanrooms/SKILL.md"
}
},
"instructions": "# AWS Clean Rooms\n\n## Overview\n\nDomain expertise for troubleshooting AWS Clean Rooms collaborations and custom ML modeling. Covers permission debugging, data access issues, and CloudWatch logging configuration.\n\n## Common tasks\n\n### Debugging Clean Rooms errors\n\nDetermine the failure type:\n\n**Access denied or permission error?** → See [permission debugging procedure](references/permission-debugging.md). Covers IAM role policies (inline + attached managed), S3 bucket policies, KMS key policies, Lake Formation permissions, and cross-account trust.\n\n**Missing CloudWatch logs for custom model jobs",
"cost": {
"context_tokens": 333
}
}
Fetch it by URL: GET /api/v1/registry/aws-agent-toolkit-for-aws-aws-cleanrooms/manifest?version=1.0.0
Reviews
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