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necatiarslan

@necatiarslan source repo

48 published skills

  1. Airflow · necatiarslan
    Manages Apache Airflow operations including listing, running, and debugging DAGs, viewing logs, and checking server status using the VS Code extension tools.
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  2. Airflow Hitl · necatiarslan
    Use when the user needs human-in-the-loop workflows in Airflow (approval/reject, form input, or human-driven branching). Covers ApprovalOperator, HITLOperator, HITLBranchOperator, HITLEntryOperator. Requires Airflow 3.1+.
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  3. Testing Dags · necatiarslan
    Complex DAG testing workflows with debugging and fixing cycles. Use for multi-step testing requests like "test this dag and fix it if it fails", "test and debug", "run the pipeline and troubleshoot issues".
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  4. Authoring Dags · necatiarslan
    Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write pipeline code, or asks about DAG patterns and conventions. For testing and debugging DAGs, see the testing-dags skill.
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  5. Debugging Dags · necatiarslan
    Comprehensive DAG failure diagnosis and root cause analysis. Use for complex debugging requests requiring deep investigation like "diagnose and fix the pipeline" or "full root cause analysis".
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  6. Annotating Task Lineage · necatiarslan
    Annotate Airflow tasks with data lineage using inlets and outlets. Use when the user wants to add lineage metadata to tasks, specify input/output datasets, or enable lineage tracking for operators without built-in OpenLineage extraction.
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  7. Managing Astro Local Env · necatiarslan
    Manage local Airflow environment with Astro CLI. Use when the user wants to start, stop, or restart Airflow, view logs, troubleshoot containers, or fix environment issues. For project setup, see setting-up-astro-project.
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  8. Migrating Airflow 2 To 3 · necatiarslan
    Guide for migrating Apache Airflow 2.x projects to Airflow 3.x. Use when the user mentions Airflow 3 migration, upgrade, compatibility issues, breaking changes, or wants to modernize their Airflow codebase.
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  9. Setting Up Astro Project · necatiarslan
    Initialize and configure Astro/Airflow projects. Use when the user wants to create a new project, set up dependencies, configure connections/variables, or understand project structure. For running the local environment, see managing-astro-local-env.
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  10. Tracing Upstream Lineage · necatiarslan
    Trace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies, data sources, or needs to understand data origins.
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  11. Tracing Downstream Lineage · necatiarslan
    Map downstream lineage and blast radius for Airflow data assets. Use when the user needs to know which DAGs, tables, dashboards, or models depend on a dataset and what could break after a change.
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  12. Creating Openlineage Extractors · necatiarslan
    Create custom OpenLineage extractors for Airflow operators. Use when the user needs lineage from unsupported or third-party operators, wants column-level lineage, or needs complex extraction logic beyond what inlets/outlets provide.
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  13. Awsclaw S3 · necatiarslan
    Manage Amazon S3 buckets and objects using awsclaw. Create, configure, and delete buckets, upload/download objects, inspect bucket configuration (encryption, versioning, lifecycle, replication, logging, CORS, website), query object content with S3 Select, and open the S3 Explorer view.
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  14. Awsclaw Ec2 · necatiarslan
    Manage and query AWS EC2 resources including launching/stopping/terminating instances, creating VPCs and subnets, managing security groups, volumes, snapshots, AMIs, and querying all EC2 resource types using awsclaw. Full lifecycle management.
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  15. Awsclaw Emr · necatiarslan
    Manage and inspect AWS EMR clusters, steps, instances, studios, notebook executions, release labels, security configurations, and managed scaling using awsclaw. Supports full lifecycle operations.
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  16. Awsclaw Iam · necatiarslan
    Manage and inspect AWS IAM roles, policies, users, groups, access keys, MFA devices, simulate permissions, generate credential reports, and get account summary using awsclaw.
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  17. Awsclaw Rds · necatiarslan
    Manage and inspect Amazon RDS instances, clusters, snapshots, parameter groups, logs, proxies, events, engine versions, subnet groups, security groups, certificates, recommendations, and more using awsclaw.
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  18. Awsclaw Sns · necatiarslan
    Manage Amazon SNS topics, subscriptions, publishing, platform applications, SMS, and endpoints using awsclaw. Create, configure, and delete resources, publish messages, and check SMS/sandbox status.
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  19. Awsclaw Sqs · necatiarslan
    Manage Amazon SQS queues and messages using awsclaw. Create, configure, tag, and delete queues, send/receive/delete messages, manage visibility, purge queues, inspect dead letter queues, and get queue attributes.
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  20. Awsclaw Sts · necatiarslan
    Get caller identity, assume roles, decode authorization messages, and get temporary credentials using the awsclaw VS Code extension STSTool.
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  21. Awsclaw Glue · necatiarslan
    Manage AWS Glue ETL jobs, triggers, crawlers, databases, tables, workflows, and connections using awsclaw. Create, update, and delete resources, inspect crawl history, and manage tags.
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  22. Awsclaw Lambda · necatiarslan
    Manage AWS Lambda functions using awsclaw. Create, update, invoke, and delete functions, manage aliases/versions, event source mappings, layers, tags, function URLs, concurrency, and code signing.
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  23. Awsclaw General · necatiarslan
    General AWS management in VS Code using awsclaw extension. Covers AWS connectivity, session management, profiles, regions, endpoints, file operations, testing connections, safety model, cross-service discovery, and extension capabilities.
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  24. Awsclaw Rdsdata · necatiarslan
    Run SQL queries and manage transactions on Amazon Aurora Serverless and RDS clusters with Data API enabled using awsclaw. Execute statements, batch operations, and transaction management.
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  25. Awsclaw Dynamodb · necatiarslan
    Manage Amazon DynamoDB tables and items using awsclaw. Create/delete/update tables, query and scan data, CRUD operations on items, manage TTL, backups, global tables, auto-scaling, and tags.
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  26. Awsclaw Stepfunc · necatiarslan
    Manage and run AWS Step Functions state machines, executions, and activities using the awsclaw VS Code extension StepFuncTool.
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  27. Awsclaw Apigateway · necatiarslan
    Manage and inspect AWS API Gateway REST APIs, resources, methods, stages, authorizers, usage plans, and domain names using the awsclaw VS Code extension APIGatewayTool.
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  28. Awsclaw Cloudwatch · necatiarslan
    Query and manage CloudWatch log groups, streams, events, run Insights queries, inspect metric filters and subscriptions, and open the interactive log viewer using awsclaw. Find logs from Lambda, API Gateway, Glue, RDS, ECS, Step Functions, and other AWS services.
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  29. Awsclaw S3 Fileops · necatiarslan
    Upload and download files and folders to/from Amazon S3 with folder structure preservation using awsclaw. Bulk file transfers, folder uploads, folder downloads.
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  30. Awsclaw Cloudformation · necatiarslan
    Manage and inspect AWS CloudFormation stacks, resources, changesets, types, drift detection, and stack sets using the awsclaw VS Code extension CloudFormationTool.
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  31. Awsflow S3 · necatiarslan
    Manage Amazon S3 buckets and objects using awsflow. Create, configure, and delete buckets, upload/download objects, inspect bucket configuration (encryption, versioning, lifecycle, replication, logging, CORS, website), query object content with S3 Select, and open the S3 Explorer view.
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  32. Awsflow Ec2 · necatiarslan
    Manage and query AWS EC2 resources including launching/stopping/terminating instances, creating VPCs and subnets, managing security groups, volumes, snapshots, AMIs, and querying all EC2 resource types using awsflow. Full lifecycle management.
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    installs
  33. Awsflow Emr · necatiarslan
    Manage and inspect AWS EMR clusters, steps, instances, studios, notebook executions, release labels, security configurations, and managed scaling using awsflow. Supports full lifecycle operations.
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    installs
  34. Awsflow Iam · necatiarslan
    Manage and inspect AWS IAM roles, policies, users, groups, access keys, MFA devices, simulate permissions, generate credential reports, and get account summary using awsflow.
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    installs
  35. Awsflow Rds · necatiarslan
    Manage and inspect Amazon RDS instances, clusters, snapshots, parameter groups, logs, proxies, events, engine versions, subnet groups, security groups, certificates, recommendations, and more using awsflow.
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    installs
  36. Awsflow Sns · necatiarslan
    Manage Amazon SNS topics, subscriptions, publishing, platform applications, SMS, and endpoints using awsflow. Create, configure, and delete resources, publish messages, and check SMS/sandbox status.
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    installs
  37. Awsflow Sqs · necatiarslan
    Manage Amazon SQS queues and messages using awsflow. Create, configure, tag, and delete queues, send/receive/delete messages, manage visibility, purge queues, inspect dead letter queues, and get queue attributes.
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    installs
  38. Awsflow Sts · necatiarslan
    Get caller identity, assume roles, decode authorization messages, and get temporary credentials using the awsflow VS Code extension STSTool.
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    installs
  39. Awsflow Glue · necatiarslan
    Manage AWS Glue ETL jobs, triggers, crawlers, databases, tables, workflows, and connections using awsflow. Create, update, and delete resources, inspect crawl history, and manage tags.
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  40. Awsflow Lambda · necatiarslan
    Manage AWS Lambda functions using awsflow. Create, update, invoke, and delete functions, manage aliases/versions, event source mappings, layers, tags, function URLs, concurrency, and code signing.
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  41. Awsflow General · necatiarslan
    General AWS management in VS Code using awsflow extension. Covers AWS connectivity, session management, profiles, regions, endpoints, file operations, testing connections, safety model, cross-service discovery, and extension capabilities.
    0
    installs
  42. Awsflow Rdsdata · necatiarslan
    Run SQL queries and manage transactions on Amazon Aurora Serverless and RDS clusters with Data API enabled using awsflow. Execute statements, batch operations, and transaction management.
    0
    installs
  43. Awsflow Dynamodb · necatiarslan
    Manage Amazon DynamoDB tables and items using awsflow. Create/delete/update tables, query and scan data, CRUD operations on items, manage TTL, backups, global tables, auto-scaling, and tags.
    0
    installs
  44. Awsflow Stepfunc · necatiarslan
    Manage and run AWS Step Functions state machines, executions, and activities using the awsflow VS Code extension StepFuncTool.
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    installs
  45. Awsflow Apigateway · necatiarslan
    Manage and inspect AWS API Gateway REST APIs, resources, methods, stages, authorizers, usage plans, and domain names using the awsflow VS Code extension APIGatewayTool.
    0
    installs
  46. Awsflow Cloudwatch · necatiarslan
    Query and manage CloudWatch log groups, streams, events, run Insights queries, inspect metric filters and subscriptions, and open the interactive log viewer using awsflow. Find logs from Lambda, API Gateway, Glue, RDS, ECS, Step Functions, and other AWS services.
    0
    installs
  47. Awsflow S3 Fileops · necatiarslan
    Upload and download files and folders to/from Amazon S3 with folder structure preservation using awsflow. Bulk file transfers, folder uploads, folder downloads.
    0
    installs
  48. Awsflow Cloudformation · necatiarslan
    Manage and inspect AWS CloudFormation stacks, resources, changesets, types, drift detection, and stack sets using the awsflow VS Code extension CloudFormationTool.
    0
    installs