aws/agent-toolkit-for-aws

debugging-lambda-timeouts

Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts, memory constraints, and downstream dependencies to identify root causes with actionable fixes.

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How to use

  1. Copy the installation command and review the source package before installing it in your own agent environment.
  2. Check the source document for required tools, credentials and supported hosts.
  3. Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/aws/agent-toolkit-for-aws --skill debugging-lambda-timeouts

Before you start

  • Installation does not include a model subscription, API allowance or permission to access your files.
  • Repository stars and installation counts describe activity, not an independent quality or security test.
Original skill document

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Debugging Lambda Timeouts

Overview

Domain expertise for systematically investigating AWS Lambda function timeout failures by analyzing function configuration, CloudWatch logs, metrics, dependencies, cold start patterns, and code. Identifies common causes such as insufficient timeout settings, external service delays, database connection issues, memory constraints, and inefficient code patterns, then provides prioritized recommendations.

Debug a Lambda timeout

To investigate and resolve Lambda timeout issues, follow the procedure exactly. See Lambda timeout debugging procedure.

The procedure collects function configuration, CloudWatch metrics and logs, dependency analysis, and cold start patterns. If Lambda code is provided, it also reviews the code for timeout-prone patterns. Results are compiled into a structured debugging report with prioritized recommendations.

Troubleshooting

Function not found

Verify the function name and region. Use aws lambda list-functions --region <region> to list available functions.

No logs available

The function may not have been invoked recently or logging may be disabled. Check the function's log group configuration and invocation metrics.

Access denied errors

Verify AWS credentials have permissions for Lambda, CloudWatch Logs, and CloudWatch Metrics. See the full procedure for details.

Log query time range issues

If CloudWatch Logs Insights queries fail with time range errors, reduce the analysis window or check log group retention settings. See the full procedure for details.

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