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Uses CDK's L1/L2/L3 construct hierarchy to abstract CloudFormation resources into composable, type-safe components with automatic dependency resolution and stack synthesis.","intents":["Define a Bedrock agent with action groups and knowledge bases using TypeScript instead of CloudFormation YAML","Programmatically configure agent parameters like model selection, instruction sets, and tool bindings","Compose reusable agent patterns across multiple stacks and environments","Automatically generate CloudFormation templates from TypeScript code for CI/CD deployment"],"best_for":["AWS teams building multi-agent systems with Infrastructure-as-Code practices","DevOps engineers automating Bedrock agent deployment across environments","Organizations standardizing on CDK for AWS infrastructure management"],"limitations":["Alpha/unstable API — breaking changes possible between minor versions","Requires understanding of both CDK construct patterns and Bedrock agent concepts","Limited to AWS CloudFormation capabilities — cannot express agent behaviors outside CFN scope","No built-in agent testing framework — requires separate test harness for agent logic validation"],"requires":["AWS CDK CLI 2.0+","Node.js 14.0+","AWS credentials configured with permissions for bedrock:*, iam:*, lambda:*","@aws-cdk/core library matching version"],"input_types":["TypeScript/JavaScript code","Agent configuration objects","Lambda function ARNs","Knowledge base IDs"],"output_types":["CloudFormation JSON templates","Synthesized CDK stacks","TypeScript type definitions"],"categories":["automation-workflow","infrastructure-as-code"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm-aws-cdk-aws-bedrock-agentcore-alpha__cap_1","uri":"capability://tool.use.integration.action.group.schema.binding.and.validation","name":"action group schema binding and validation","description":"Automatically binds Lambda functions and OpenAPI schemas to Bedrock agent action groups, validating schema compatibility and generating function signatures that match agent invocation expectations. Handles schema parsing, parameter extraction, and runtime binding without manual schema duplication or hand-coded function mappings.","intents":["Attach Lambda functions to agent action groups with automatic schema validation","Define OpenAPI schemas for agent actions and validate they match Lambda function signatures","Ensure agent action invocations map correctly to Lambda handler parameters","Reduce boilerplate for connecting agent actions to backend services"],"best_for":["Teams building agents with multiple action groups backed by Lambda functions","Developers who want schema-driven agent action definitions with compile-time validation","Organizations standardizing on OpenAPI for agent action contracts"],"limitations":["Schema validation is static — does not validate runtime behavior or Lambda execution","Requires OpenAPI 3.0+ format — older Swagger 2.0 schemas need conversion","No automatic schema generation from Lambda code — schemas must be manually defined or generated separately","Limited to Lambda backends — other compute targets (Step Functions, API Gateway) require manual configuration"],"requires":["OpenAPI 3.0+ schema definition","Lambda function with appropriate IAM execution role","AWS CDK construct library for Bedrock agents","Valid JSON schema for request/response validation"],"input_types":["OpenAPI schema (JSON/YAML)","Lambda function ARN","Action group configuration object"],"output_types":["Validated action group construct","CloudFormation resource definition","Runtime binding metadata"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm-aws-cdk-aws-bedrock-agentcore-alpha__cap_2","uri":"capability://memory.knowledge.knowledge.base.attachment.and.retrieval.configuration","name":"knowledge base attachment and retrieval configuration","description":"Configures Bedrock agent knowledge base attachments with retrieval parameters, vector database bindings, and chunking strategies. Manages the connection between agents and knowledge bases including retrieval method selection (semantic search, hybrid), chunk size configuration, and result ranking parameters without manual API calls.","intents":["Attach one or more knowledge bases to a Bedrock agent with retrieval configuration","Configure semantic search parameters like similarity threshold and result count","Define chunking strategies for document ingestion into knowledge bases","Manage knowledge base lifecycle (creation, update, deletion) alongside agent infrastructure"],"best_for":["Teams building RAG-enabled agents with document-based knowledge sources","Organizations managing multiple knowledge bases across agent instances","Developers who want declarative knowledge base configuration in code"],"limitations":["Does not handle document ingestion or knowledge base population — requires separate data pipeline","Retrieval configuration is static — cannot dynamically adjust retrieval parameters at runtime","Limited to Bedrock-native knowledge bases — external vector databases require custom Lambda integration","No built-in knowledge base versioning or rollback — requires manual state management"],"requires":["Bedrock knowledge base created and indexed","Vector embeddings generated for documents","IAM permissions for bedrock:RetrieveAndGenerate","AWS CDK construct library for Bedrock agents"],"input_types":["Knowledge base ID","Retrieval configuration object","Chunking strategy parameters"],"output_types":["Knowledge base attachment construct","CloudFormation resource definition","Retrieval metadata"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm-aws-cdk-aws-bedrock-agentcore-alpha__cap_3","uri":"capability://automation.workflow.model.selection.and.binding.with.provider.abstraction","name":"model selection and binding with provider abstraction","description":"Abstracts model selection across multiple Bedrock foundation models (Claude, Llama, Mistral, etc.) with provider-agnostic configuration. Handles model ARN resolution, version pinning, and inference parameter defaults without exposing provider-specific implementation details, allowing agents to switch models by changing a single configuration value.","intents":["Select a foundation model for agent reasoning without hardcoding model ARNs","Configure model-specific inference parameters like temperature and max tokens","Switch between different foundation models (Claude, Llama, Mistral) without code changes","Pin specific model versions to ensure reproducible agent behavior across deployments"],"best_for":["Teams experimenting with different foundation models for agent performance","Organizations standardizing on specific models across agent instances","Developers who want model selection abstracted from infrastructure code"],"limitations":["Model availability varies by AWS region — construct does not validate region compatibility","Inference parameters are model-specific — generic parameter names may not apply to all models","No automatic model performance benchmarking — requires external evaluation","Model versioning is provider-controlled — cannot pin to arbitrary versions outside Bedrock's release schedule"],"requires":["AWS Bedrock access enabled in target region","Model availability in target region","IAM permissions for bedrock:InvokeModel","AWS CDK construct library for Bedrock agents"],"input_types":["Model identifier string (e.g., 'anthropic.claude-3-sonnet')","Inference parameter object","Model version specification"],"output_types":["Model binding construct","CloudFormation resource definition","Model ARN and configuration"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm-aws-cdk-aws-bedrock-agentcore-alpha__cap_4","uri":"capability://text.generation.language.agent.prompt.and.instruction.template.management","name":"agent prompt and instruction template management","description":"Manages agent system prompts, instruction templates, and behavior definitions as CDK construct properties with variable substitution and validation. Supports prompt composition from multiple sources (inline strings, files, environment variables) and validates prompt syntax before deployment to prevent agent behavior failures.","intents":["Define agent system prompts and instructions in code with variable substitution","Load agent prompts from external files and compose them into agent configuration","Validate prompt syntax and structure before deploying agents","Manage prompt versions and enable A/B testing of different agent behaviors"],"best_for":["Teams iterating on agent behavior through prompt engineering","Organizations managing multiple agent variants with different instructions","Developers who want prompt definitions version-controlled alongside infrastructure code"],"limitations":["Prompt validation is syntactic only — does not validate semantic correctness or agent behavior","No built-in prompt versioning — requires external version control for prompt history","Variable substitution is simple string replacement — no complex templating logic","Prompt testing requires runtime agent invocation — no static analysis of prompt effectiveness"],"requires":["Prompt text as string or file path","AWS CDK construct library for Bedrock agents","Valid variable names for substitution"],"input_types":["Prompt string","File path to prompt template","Variable substitution map"],"output_types":["Validated prompt construct","Substituted prompt string","CloudFormation resource definition"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm-aws-cdk-aws-bedrock-agentcore-alpha__cap_5","uri":"capability://automation.workflow.agent.lifecycle.management.and.stack.synthesis","name":"agent lifecycle management and stack synthesis","description":"Manages complete agent lifecycle (creation, update, deletion) through CDK stack synthesis and CloudFormation deployment. Handles agent state transitions, dependency ordering, and cleanup operations automatically, ensuring agents are provisioned in correct order and cleaned up safely when stacks are destroyed.","intents":["Deploy complete agent infrastructure including dependencies in correct order","Update agent configuration without recreating dependent resources","Safely delete agents and associated resources when stacks are destroyed","Track agent state and dependencies across multiple stacks"],"best_for":["Teams managing agent infrastructure through CDK stacks","Organizations deploying agents across multiple AWS accounts and regions","DevOps engineers automating agent provisioning and deprovisioning"],"limitations":["Agent updates may require stack replacement for certain properties — no in-place updates for all configurations","Deletion order is CloudFormation-managed — cannot customize resource deletion sequence","No built-in rollback for agent behavior changes — requires manual testing before deployment","State management is CloudFormation-based — agent runtime state not tracked by CDK"],"requires":["AWS CDK CLI 2.0+","AWS credentials with CloudFormation permissions","IAM role with bedrock:*, lambda:*, iam:* permissions","Valid CDK stack definition"],"input_types":["CDK stack definition","Agent construct configuration","Deployment parameters"],"output_types":["CloudFormation template","Deployed agent resource","Stack outputs with agent ARNs"],"categories":["automation-workflow","infrastructure-as-code"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm-aws-cdk-aws-bedrock-agentcore-alpha__cap_6","uri":"capability://automation.workflow.cross.stack.agent.resource.sharing.and.references","name":"cross-stack agent resource sharing and references","description":"Enables agent constructs to reference resources from other CDK stacks (Lambda functions, knowledge bases, IAM roles) through cross-stack references and exports. Automatically manages CloudFormation exports and imports, allowing agents to be composed from resources defined in separate stacks without tight coupling.","intents":["Reference Lambda functions defined in separate CDK stacks as agent action handlers","Share knowledge bases across multiple agent stacks","Compose agents from reusable infrastructure components defined in different stacks","Enable independent deployment of agent components while maintaining references"],"best_for":["Large organizations with multiple teams managing different agent components","Teams deploying agents across multiple AWS accounts with shared resources","Organizations building reusable agent component libraries"],"limitations":["Cross-stack references create implicit dependencies — stack deletion order matters","Export names must be globally unique within AWS account — naming conflicts possible","Cross-region references not supported — all resources must be in same region","Circular dependencies not detected at construct time — only fail at CloudFormation deployment"],"requires":["AWS CDK construct library for Bedrock agents","Referenced resources exported from other stacks","CloudFormation export naming conventions followed","Same AWS region for all resources"],"input_types":["Stack reference object","Resource ARN or export name","Cross-stack reference configuration"],"output_types":["Resolved resource reference","CloudFormation import statement","Agent construct with external dependencies"],"categories":["automation-workflow","infrastructure-as-code"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm-aws-cdk-aws-bedrock-agentcore-alpha__cap_7","uri":"capability://automation.workflow.agent.iam.permission.and.role.generation","name":"agent iam permission and role generation","description":"Automatically generates IAM roles and policies required for agent execution, including permissions for action group invocation, knowledge base retrieval, and model inference. Follows least-privilege principle by generating minimal required permissions based on agent configuration without requiring manual IAM policy writing.","intents":["Generate IAM execution role for agent with minimal required permissions","Automatically grant agent permissions to invoke Lambda action handlers","Create policies for agent knowledge base retrieval and semantic search","Ensure agents have permissions for model inference without manual policy creation"],"best_for":["Teams following least-privilege IAM practices","Organizations automating security policy generation","Developers who want IAM configuration derived from agent structure"],"limitations":["Generated policies are based on agent configuration — runtime permissions not inferred","Custom IAM requirements must be added manually after construct generation","Policy generation assumes standard Bedrock service model — custom services require manual policies","No built-in policy validation against AWS IAM best practices — requires external audit"],"requires":["AWS CDK construct library for Bedrock agents","IAM permissions to create roles and policies","Valid agent configuration with action groups and knowledge bases"],"input_types":["Agent construct configuration","Action group definitions","Knowledge base references"],"output_types":["IAM role construct","IAM policy document","CloudFormation resource definition"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm-aws-cdk-aws-bedrock-agentcore-alpha__cap_8","uri":"capability://code.generation.editing.agent.configuration.validation.and.type.safety","name":"agent configuration validation and type safety","description":"Provides TypeScript type definitions and runtime validation for agent configuration, catching configuration errors at compile-time and construct synthesis time. Validates required properties, enum values, and constraint violations before CloudFormation deployment, preventing invalid agent configurations from reaching AWS.","intents":["Catch agent configuration errors at TypeScript compile-time through type checking","Validate agent configuration constraints (e.g., max action groups, instruction length limits)","Ensure required properties are provided before construct synthesis","Provide IDE autocomplete and documentation for agent configuration options"],"best_for":["TypeScript/JavaScript teams using strict type checking","Organizations standardizing on type-safe infrastructure code","Developers who want early feedback on configuration errors"],"limitations":["Type safety is TypeScript-only — JavaScript users lose compile-time checking","Validation is structural — does not validate semantic correctness of agent behavior","Constraint validation is static — runtime behavior constraints not checked","IDE support depends on TypeScript language server configuration"],"requires":["TypeScript 4.0+","AWS CDK construct library for Bedrock agents","TypeScript language server for IDE support"],"input_types":["Agent configuration object","TypeScript type definitions"],"output_types":["Validated agent construct","Type error messages","IDE autocomplete suggestions"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"npm-aws-cdk-aws-bedrock-agentcore-alpha__cap_9","uri":"capability://automation.workflow.agent.monitoring.and.logging.configuration","name":"agent monitoring and logging configuration","description":"Configures CloudWatch logging and monitoring for agent execution, including request/response logging, error tracking, and performance metrics. Automatically creates CloudWatch log groups and metric alarms based on agent configuration, enabling observability without manual logging setup.","intents":["Enable CloudWatch logging for agent invocations and action group calls","Configure log retention policies and log group creation","Set up CloudWatch alarms for agent errors and performance degradation","Track agent execution metrics and action group performance"],"best_for":["Teams operating agents in production with observability requirements","Organizations standardizing on CloudWatch for monitoring","DevOps engineers automating agent observability setup"],"limitations":["Logging is CloudWatch-only — integration with other logging systems requires custom Lambda","Log retention policies are static — cannot dynamically adjust retention based on usage","Metrics are CloudWatch native — custom metrics require manual metric publishing","No built-in log analysis or anomaly detection — requires CloudWatch Insights queries"],"requires":["AWS CDK construct library for Bedrock agents","CloudWatch permissions for log group creation","IAM role with logs:* permissions"],"input_types":["Logging configuration object","Log retention period","Alarm threshold values"],"output_types":["CloudWatch log group construct","CloudWatch alarm construct","CloudFormation resource definition"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":33,"verified":false,"data_access_risk":"high","permissions":["AWS CDK CLI 2.0+","Node.js 14.0+","AWS credentials configured with permissions for bedrock:*, iam:*, lambda:*","@aws-cdk/core library matching version","OpenAPI 3.0+ schema definition","Lambda function with appropriate IAM execution role","AWS CDK construct library for Bedrock agents","Valid JSON schema for request/response validation","Bedrock knowledge base created and indexed","Vector embeddings generated for documents"],"failure_modes":["Alpha/unstable API — breaking changes possible between minor versions","Requires understanding of both CDK construct patterns and Bedrock agent concepts","Limited to AWS CloudFormation capabilities — cannot express agent behaviors outside CFN scope","No built-in agent testing framework — requires separate test harness for agent logic validation","Schema validation is static — does not validate runtime behavior or Lambda execution","Requires OpenAPI 3.0+ format — older Swagger 2.0 schemas need conversion","No automatic schema generation from Lambda code — schemas must be manually defined or generated separately","Limited to Lambda backends — other compute targets (Step Functions, API Gateway) require manual configuration","Does not handle document ingestion or knowledge base population — requires separate data pipeline","Retrieval configuration is static — cannot dynamically adjust retrieval parameters at runtime","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2813861088211505,"quality":0.3,"ecosystem":0.55,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.3,"quality":0.2,"ecosystem":0.15,"match_graph":0.3,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:23.328Z","last_scraped_at":"2026-04-22T08:08:13.653Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":32571,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=aws-cdk-aws-bedrock-agentcore-alpha","compare_url":"https://unfragile.ai/compare?artifact=aws-cdk-aws-bedrock-agentcore-alpha"}},"signature":"y1TbrQVjTprooKaEUjr43D5eZ00h+40JiSROr4UDQPOGYqWkd7H5Gykrrisdqa2XsoADIXHtF3NyAahPnxWfCw==","signedAt":"2026-06-21T02:51:57.628Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/aws-cdk-aws-bedrock-agentcore-alpha","artifact":"https://unfragile.ai/aws-cdk-aws-bedrock-agentcore-alpha","verify":"https://unfragile.ai/api/v1/verify?slug=aws-cdk-aws-bedrock-agentcore-alpha","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}