analyzing-release-read…
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to analyze code…
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. Use when a Lambda function is
Claude Code
$ npx -y skills add aws/agent-toolkit-for-aws --skill debugging-lambda-timeouts --agent claude-code
Codex
$ npx skills add aws/agent-toolkit-for-aws --skill debugging-lambda-timeouts -a codex -y
Cursor
$ npx skills add aws/agent-toolkit-for-aws --skill debugging-lambda-timeouts -a cursor -y
Gemini CLI
$ npx skills add aws/agent-toolkit-for-aws --skill debugging-lambda-timeouts -a gemini-cli -y
GitHub Copilot
$ npx skills add aws/agent-toolkit-for-aws --skill debugging-lambda-timeouts -a github-copilot -y
OpenCode
$ npx skills add aws/agent-toolkit-for-aws --skill debugging-lambda-timeouts -a opencode -y
Windsurf
$ npx skills add aws/agent-toolkit-for-aws --skill debugging-lambda-timeouts -a windsurf -y
name: debugging-lambda-timeouts description: 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. Use when a Lambda function is timing out or approaching its timeout limit. version: 1
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.
To investigate and resolve Lambda timeout issues, follow the procedure exactly. See [Lambda timeout debugging procedure](references/lambda-timeout-debugging.md).
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.
Verify the function name and region. Use `aws lambda list-functions --region <region>` to list available functions.
The function may not have been invoked recently or logging may be disabled. Check the function's log group configuration and invocation metrics.
Verify AWS credentials have permissions for Lambda, CloudWatch Logs, and CloudWatch Metrics. See the full procedure for details.
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.
Help AI coding agents build, deploy, and manage applications on AWS. The Agent Toolkit for AWS gives AI coding agents the tools, knowledge, and guardrails they need to work with AWS services.
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to analyze code…
Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping,…
Coordinate the AWS DevOps Agent across multiple AgentSpaces from one Claude Code session — route questions to the right space…
Run a fast AWS Security Agent diff scan on only the changed code since a git ref. Use when the user asks to scan changes, run a…
Run a deep root-cause investigation on the AWS DevOps Agent. Use when the user describes an incident, alarm, outage, or…
Run an AWS Security Agent penetration test against a live web application — registers and verifies the target domain, exercises…
Use when running, building, or managing Linux containers on macOS, or when a task involves Docker, docker compose, Lima, Colima,…
Operate FrontendExtension (FE) resources in frontend-forge: create, update, rebuild, inspect package artifacts, download…
Build, debug, or review Cloudflare Agents SDK applications using the agents package.
Use when writing, reviewing, or debugging Terraform/OpenTofu modules, tests, CI, scans, or state ops - diagnoses failure mode…