
Enforce object store and IO defaults from the Atlan SDK for output paths, prefixes, and file writes. Use when implementing or reviewing raw/transformed output handling.
Verify Atlan app behavior against SDK docs/code and CLI docs/code before behavior-changing decisions; use lightweight checks by default and deep checks when risk is high.
Verify Atlan app behavior against SDK docs/code and CLI docs/code before behavior-changing decisions; use lightweight checks by default and deep checks when risk is high.
Run Atlan app execution loops using CLI-first commands with automatic CLI availability checks and safe fallbacks.
Select and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom). Use when building or extending SQL metadata/query extraction connectors.
Run Atlan app execution loops using CLI-first commands with automatic CLI availability checks and safe fallbacks.
Scaffold new Atlan apps from CLI templates as the default behavior when users ask for a new app, then align files to sample-app standards.
Scaffold new Atlan apps from CLI templates as the default behavior when users ask for a new app, then align files to sample-app standards.
Install Atlan CLI with OS-aware binaries (or Homebrew on macOS) only when missing, then configure baseline tenant auth/log settings.
Install Atlan CLI with OS-aware binaries (or Homebrew on macOS) only when missing, then configure baseline tenant auth/log settings.
Generate and validate e2e test contracts for Atlan workflows, including API responses, output paths, and schema assertions. Use when adding or updating workflow e2e coverage.
Generate and validate e2e test contracts for Atlan workflows, including API responses, output paths, and schema assertions. Use when adding or updating workflow e2e coverage.
Run findings-first review for Atlan app changes and synchronize app documentation with implemented behavior. Use when completing a change set, preparing handoff, or auditing regressions.
Select and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom). Use when building or extending SQL metadata/query extraction connectors.
Implement workflow argument retrieval, credential_guid usage, and state store updates using Atlan SDK patterns. Use when workflows or activities handle credentials, runtime args, or persisted workflow state.
Enforce object store and IO defaults from the Atlan SDK for output paths, prefixes, and file writes. Use when implementing or reviewing raw/transformed output handling.
Implement workflow argument retrieval, credential_guid usage, and state store updates using Atlan SDK patterns. Use when workflows or activities handle credentials, runtime args, or persisted workflow state.
Run findings-first review for Atlan app changes and synchronize app documentation with implemented behavior. Use when completing a change set, preparing handoff, or auditing regressions.