{"slug":"awslabs-aws-serverless-deployment","name":"aws-serverless-deployment","description":"AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead.","long_description":"---\nname: aws-serverless-deployment\ndescription: \"AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead.\"\nargument-hint: \"[what are you deploying?]\"\n---\n\n# AWS Serverless Deployment\n\nDeploy serverless applications to AWS using SAM or CDK. This skill covers project scaffolding, IaC templates, CDK constructs and patterns, deployment workflows, CI/CD pipelines, and SAM/CDK coexistence.\n\nFor Lambda runtime behavior, event sources, orchestration, observability, and optimization, see the [aws-lambda skill](../aws-lambda/).\n\n## When to Load Reference Files\n\nLoad the appropriate reference file based on what the user is working on:\n\n- **SAM project setup**, **templates**, **deployment workflow**, **local testing**, or **container images** -> see [references/sam-project-setup.md](references/sam-project-setup.md)\n- **CDK project setup**, **constructs**, **CDK testing**, or **CDK pipelines** -> see [references/cdk-project-setup.md](references/cdk-project-setup.md)\n- **CDK Lambda constructs**, **NodejsFunction**, **PythonFunction**, or **CDK Function** -> see [references/cdk-lambda-constructs.md](references/cdk-lambda-constructs.md)\n- **CDK serverless patterns**, **API Gateway CDK**, **Function URL CDK**, **EventBridge CDK**, **DynamoDB CDK**, or **SQS CDK** -> see [references/cdk-serverless-patterns.md](references/cdk-serverless-patterns.md)\n- **SAM and CDK coexistence**, **migrating from SAM to CDK**, or **using sam build with CDK** -> see [references/sam-cdk-coexistence.md](references/sam-cdk-coexistence.md)\n\n## Best Practices\n\n### SAM\n\n- Do: Use `sam_init` with an appropriate template for your use case\n- Do: Set global defaults for timeout, memory, runtime, and tracing in the `Globals` section\n- Do: Use `samconfig.toml` environment-specific sections for multi-environment deployments\n- Do: Use `sam build --use-container` when native dependencies are involved\n- Don't: Copy-paste templates from the internet without understanding the resource configuration\n- Don't: Hardcode resource ARNs or account IDs in templates — use `!Ref`, `!GetAtt`, and `!Sub`\n\n### CDK\n\n- Do: Use TypeScript — type checking catches errors at synthesis time, before any AWS API calls\n- Do: Prefer L2 constructs and `grant*` methods over L1 and raw IAM statements\n- Do: Separate stateful and stateless resources into different stacks; enable termination protection on stateful stacks\n- Do: Commit `cdk.context.json` to version control — it caches VPC/AZ lookups for deterministic synthesis\n- Do: Write unit tests with `aws-cdk-lib/assertions`; assert logical IDs of stateful resources to detect accidental replacements\n- Do: Use `cdk diff` in CI before every deployment to review changes\n- Don't: Hardcode account IDs or region strings — use `this.account` and `this.region`\n- Don't: Use `cdk deploy` directly in production without a pipeline\n- Don't: Skip `cdk bootstrap` — deployments will fail without the CDK toolkit stack\n\n## Configuration\n\n### AWS CLI Setup\n\nThis skill requires that AWS credentials are configured on the host machine:\n\n**Verify access**: Run `aws sts get-caller-identity` to confirm credentials are valid\n\n### SAM CLI Setup\n\n**Verify**: Run `sam --version`\n\n### Container Runtime Setup\n\n1. **Install a Docker compatible container runtime**: Required for `sam_local_invoke` and container-based builds\n2. **Verify**: Use an appropriate command such as `docker --version` or `finch --version`\n\n### AWS Serverless MCP Server\n\n**Write access is enabled by default.** The plugin ships with `--allow-write` in `.mcp.json`, so the MCP server can create projects, generate IaC, and deploy on behalf of the user.\n\nAccess to sensitive data (like Lambda and API Gateway logs) is **not** enabled by default. To grant it, add `--allow-sensitive-data-access` to `.mcp.json`.\n\n### SAM Template Validation Hook\n\nThis plugin includes a `PostToolUse` hook that runs `sam validate` automatically after any edit to `template.yaml` or `template.yml`. If validation fails, the error is returned as a system message so you can fix it immediately. The hook requires SAM CLI and `jq` to be installed; if either is missing, validation is skipped with a system message. Users can disable it via `/hooks`.\n\n**Verify**: Run `jq --version`\n\n## IaC framework selection\n\nDefault: CDK\n\nOverride syntax:\n\n- \"use CloudFormation\" → Generate YAML templates\n- \"use SAM\" → Generate YAML templates\n\nWhen not specified, ALWAYS use CDK\n\n### Language selection for CDK\n\nDefault: TypeScript\n\nOverride syntax:\n\n- \"use Python\" → Generate Python code\n- \"use JavaScript\" → Generate JavaScript code\n\nWhen not specified, ALWAYS use TypeScript\n\n## Error Scenarios\n\n### Serverless MCP Server Unavailable\n\n- Inform user: \"AWS Serverless MCP not responding\"\n- Ask: \"Proceed without MCP support?\"\n- DO NOT continue without user confirmation\n\n## Resources\n\n- [AWS SAM Documentation](https://docs.aws.amazon.com/serverless-application-model/)\n- [AWS CDK Documentation](https://docs.aws.amazon.com/cdk/)\n- [AWS Serverless MCP Server](https://github.com/awslabs/mcp/tree/main/src/aws-serverless-mcp-server)\n","tagline":"AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment wit","category":"automation","tags":["agent-skill"],"author":"awslabs","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github candidate review","sourceDetail":"awslabs/agent-plugins","creatorName":"awslabs","creatorUrl":"https://github.com/awslabs","sourceUrl":"https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/awslabs-aws-serverless-deployment#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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access"],"evidence":{"stars":"888 GitHub stars","repoActivity":"888 stars, 152 forks","lastPushed":"3d since push","license":"Apache-2.0","repository":"https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment","install":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","3d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, external package install surface","Permission surface: shell or command execution, filesystem or document access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, external package install surface","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":51,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["High-risk permission hints: Shell or command execution","51/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["High-risk permission hints: Shell or command execution","51/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":71,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, filesystem or document access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: shell or command execution, filesystem or document access"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution","Dependency or permission surface needs review","Permission surface may require sandboxing","The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","SKILL.md does not explicitly instruct the agent to obtain user confirmation before running potentially destructive commands such as `cdk destroy`, `sam delete`, or stack updates that may replace stateful resources.","The error scenarios section appears incomplete in the provided excerpt, with no guidance for deployment failures, rollback, or partial stack updates.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, external package install surface"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate aws-serverless-deployment before installing it in an agent workflow","automation","Coding agents workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add awslabs/agent-plugins --skill aws-serverless-deployment"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add awslabs/agent-plugins --skill aws-serverless-deployment"]},{"id":"trust_score","label":"Trust score","status":"warn","score":69,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","888 GitHub stars","Apache-2.0"]},{"id":"audit_score","label":"Audit score","status":"warn","score":79,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":51,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"Apache-2.0","evidence":["Apache-2.0"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"3d since push","evidence":["3d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":48,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/awslabs-aws-serverless-deployment/evals","api":"/api/agent/evals?slug=awslabs-aws-serverless-deployment","text":"/api/agent/evals?slug=awslabs-aws-serverless-deployment&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"awslabs-aws-serverless-deployment","name":"aws-serverless-deployment","description":"AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead.","category":"automation","url":"https://www.openagentskill.com/skills/awslabs-aws-serverless-deployment","repository":"https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment","github_repo":"awslabs/agent-plugins"},"suited_tasks":["Coding agents workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect source files","Explain architecture","Patch bugs and verify changes","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add awslabs-aws-serverless-deployment"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"aws-serverless-deployment\" agent skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"awslabs-aws-serverless-deployment\",\"task\":\"Install aws-serverless-deployment\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"aws-serverless-deployment\" as a Claude Code skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"awslabs-aws-serverless-deployment\",\"task\":\"Install aws-serverless-deployment\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"aws-serverless-deployment\" from https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"awslabs-aws-serverless-deployment\",\"task\":\"Install aws-serverless-deployment\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/awslabs-aws-serverless-deployment/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/awslabs-aws-serverless-deployment"},"trust":{"score":69,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"888 GitHub stars","repoActivity":"888 stars, 152 forks","lastPushed":"3d since push","license":"Apache-2.0","repository":"https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment","install":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, external package install surface","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","SKILL.md does not explicitly instruct the agent to obtain user confirmation before running potentially destructive commands such as `cdk destroy`, `sam delete`, or stack updates that may replace stateful resources.","The error scenarios section appears incomplete in the provided excerpt, with no guidance for deployment failures, rollback, or partial stack updates.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, external package install surface"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":76,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"3d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Dependency or permission surface needs review","Permission surface may require sandboxing","SKILL.md does not explicitly instruct the agent to obtain user confirmation before running potentially destructive commands such as `cdk destroy`, `sam delete`, or stack updates that may replace stateful resources."],"agent_contract":{"task_input":"Use aws-serverless-deployment in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 69/100 Manual review","Audit: 79/100 Needs review","Safety: 51/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"awslabs-aws-serverless-deployment (aws-serverless-deployment)","install_command":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"awslabs-aws-serverless-deployment","task":"Use aws-serverless-deployment in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/awslabs-aws-serverless-deployment","api":"https://www.openagentskill.com/api/agent/skills/awslabs-aws-serverless-deployment","audit":"https://www.openagentskill.com/skills/awslabs-aws-serverless-deployment/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=awslabs-aws-serverless-deployment&task=Use%20aws-serverless-deployment%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20aws-serverless-deployment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20aws-serverless-deployment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/awslabs-aws-serverless-deployment/install","manifest":"https://www.openagentskill.com/api/registry/manifest/awslabs-aws-serverless-deployment"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"awslabs-aws-serverless-deployment","name":"aws-serverless-deployment","description":"AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead.","category":"automation","url":"https://www.openagentskill.com/skills/awslabs-aws-serverless-deployment","repository":"https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment","github_repo":"awslabs/agent-plugins"},"suited_tasks":["Coding agents workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect source files","Explain architecture","Patch bugs and verify changes","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add awslabs-aws-serverless-deployment"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"aws-serverless-deployment\" agent skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"awslabs-aws-serverless-deployment\",\"task\":\"Install aws-serverless-deployment\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"aws-serverless-deployment\" as a Claude Code skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"awslabs-aws-serverless-deployment\",\"task\":\"Install aws-serverless-deployment\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"aws-serverless-deployment\" from https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"awslabs-aws-serverless-deployment\",\"task\":\"Install aws-serverless-deployment\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/awslabs-aws-serverless-deployment/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/awslabs-aws-serverless-deployment"},"trust":{"score":69,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"888 GitHub stars","repoActivity":"888 stars, 152 forks","lastPushed":"3d since push","license":"Apache-2.0","repository":"https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment","install":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, external package install surface","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","SKILL.md does not explicitly instruct the agent to obtain user confirmation before running potentially destructive commands such as `cdk destroy`, `sam delete`, or stack updates that may replace stateful resources.","The error scenarios section appears incomplete in the provided excerpt, with no guidance for deployment failures, rollback, or partial stack updates.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, external package install surface"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":76,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"3d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Dependency or permission surface needs review","Permission surface may require sandboxing","SKILL.md does not explicitly instruct the agent to obtain user confirmation before running potentially destructive commands such as `cdk destroy`, `sam delete`, or stack updates that may replace stateful resources."],"agent_contract":{"task_input":"Use aws-serverless-deployment in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 69/100 Manual review","Audit: 79/100 Needs review","Safety: 51/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"awslabs-aws-serverless-deployment (aws-serverless-deployment)","install_command":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"awslabs-aws-serverless-deployment","task":"Use aws-serverless-deployment in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/awslabs-aws-serverless-deployment","api":"https://www.openagentskill.com/api/agent/skills/awslabs-aws-serverless-deployment","audit":"https://www.openagentskill.com/skills/awslabs-aws-serverless-deployment/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=awslabs-aws-serverless-deployment&task=Use%20aws-serverless-deployment%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20aws-serverless-deployment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20aws-serverless-deployment%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/awslabs-aws-serverless-deployment/install","manifest":"https://www.openagentskill.com/api/registry/manifest/awslabs-aws-serverless-deployment"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"coding-agents","title":"Coding agents"},{"slug":"browser-automation","title":"Browser automation"},{"slug":"github-automation","title":"GitHub automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":888,"starsLabel":"888","forks":152,"license":"Apache-2.0","qualityScore":76,"trustScore":69,"auditScore":79},"maintenance":{"status":"fresh","label":"3d since push","daysSincePush":3,"lastPushedAt":"2026-09-04T21:58:04+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","SKILL.md does not explicitly instruct the agent to obtain user confirmation before running potentially destructive commands such as `cdk destroy`, `sam delete`, or stack updates that may replace stateful resources.","The error scenarios section appears incomplete in the provided excerpt, with no guidance for deployment failures, rollback, or partial stack updates."]},"coverageTags":["Coding","Coding agents","automation","agent-skill"]},"audit":{"audit_score":79,"risk_level":"needs_review","risk_label":"Needs review","quality_score":76,"trust_score":69,"maintenance_score":100,"security_score":75,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill's MCP server enables write access by default, allowing creation, modification, and deletion of AWS resources without an explicit confirmation gate described in the skill.","SKILL.md does not explicitly instruct the agent to obtain user confirmation before running potentially destructive commands such as `cdk destroy`, `sam delete`, or stack updates that may replace stateful resources.","The error scenarios section appears incomplete in the provided excerpt, with no guidance for deployment failures, rollback, or partial stack updates.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Dependency/runtime risk: command execution surface, external package install surface","Permission surface: shell or command execution, filesystem or document access"]},"quality_signals":{"model":"v2","star_score":20.64,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"}],"stacks":[{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"}],"install":"npx skills add awslabs/agent-plugins --skill aws-serverless-deployment","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add awslabs-aws-serverless-deployment","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"aws-serverless-deployment\" agent skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"awslabs-aws-serverless-deployment\",\"task\":\"Install aws-serverless-deployment\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"aws-serverless-deployment\" as a Claude Code skill from https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"awslabs-aws-serverless-deployment\",\"task\":\"Install aws-serverless-deployment\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"aws-serverless-deployment\" from https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction, SAM and CDK together, serverless CI/CD pipeline. For general app deployment with service selection, use deploy-on-aws plugin instead. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"awslabs-aws-serverless-deployment\",\"task\":\"Install aws-serverless-deployment\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment","github_repo":"awslabs/agent-plugins","version":"1.0.0","license":"Apache-2.0","urls":{"web":"https://www.openagentskill.com/skills/awslabs-aws-serverless-deployment","repository":"https://github.com/awslabs/agent-plugins/tree/main/plugins/aws-serverless/skills/aws-serverless-deployment","api":"/api/agent/skills/awslabs-aws-serverless-deployment","install_api":"/api/skills/awslabs-aws-serverless-deployment/install"},"meta":{"created_at":"2026-09-05T03:11:53.231223+00:00","updated_at":"2026-09-05T03:11:54.957139+00:00","agent_friendly":true}}