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dak Plugin

This plugin provides a specialized suite of skills for data engineers and database practitioners working on Google Cloud. It acts as an expert assistant, allowing you to use natural language prompts in your preferred coding agent to architect complex data pipelines, transform data with dbt, write Spark and BigQuery SQL notebooks, and orchestrate end-to-end workflows across GCP's data ecosystem.

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Only the newest 50 observations in this subscription, not a full archive, upstream releases or installs. Updates-page links keep observation type and package filters; package-page links include all kinds for that package. Your local following list is not sent.

Install

This version is listed in the verified marketplace dak-marketplace (repository GoogleCloudPlatform/data-agent-kit-plugin). Run these in Claude Code, in order:

  1. Add the marketplace/plugin marketplace add GoogleCloudPlatform/data-agent-kit-plugin
  2. Install the plugin/plugin install dak@dak-marketplace

These commands install the marketplace's current upstream state, not the pinned commit snapshot on this page; the two can differ.

Contents of latest version 1.0.0 (commit 0dd8034)

Contents 50

Skill37
Hook2
MCP server11
Dependencies, compatibility and skill declarations

Recorded dependencies 0

No dependency requirements were recorded from plugin.json or marketplace entries. Only manifest fields saved with the snapshot are shown here; dependency declarations in other files are outside the current collection scope.

Recorded compatibility

No compatibility requirement was recorded for this snapshot from plugin.json or a marketplace entry. Only manifest fields saved with the snapshot are shown here. Declarations in a skill's SKILL.md header are collected separately and, when present, shown on their own under “Skill file declarations”; they never overwrite or fill in this value.

Skill file declarations 37

The content below was read separately from the header of each skill file (SKILL.md) at its pinned commit. It is text the file declares about itself, shown as an annotation only. It is stored apart from the snapshot's dependencies and compatibility (manifest fields) above and does not overwrite them. It is not the package license, version, install count or a release record, and none of it is verified.

Evidence scope and limits
  • Each entry is one file at one pinned commit, and field states hold for that file only. Components that point to the same file are merged into one entry; files with identical content share one extraction.
  • “Declared in file” means the file's header has the field. “Not declared in this file” appears only when the header parsed successfully and lacks the field. “Invalid declaration” means the field is present but its type, length or characters do not meet the requirements; it is never rewritten or truncated. “Not read” means no usable header was obtained (not yet read, read failed, no header, or an unparseable header), which says neither that the field was declared nor that it was not.
  • Compatibility and license text are the file's own wording. They do not show that anything runs, are not legal advice, and are not a license verification. metadata.version is only an annotation inside the file; it is not the package version and is not used to judge which is newer.
  • This list groups the version's skill components by their recorded source. A listed source may still be unpinned, unread or unavailable; each entry shows its state. Collection runs in bounded batches and does not promise complete coverage.
  • A file whose read failed shows a “retry eligible” time. It is only when the collector may try again, not a schedule, and it does not promise a read or completion.

21–37 of 37 skill file sources · As of

  1. skills/gcp-managed-airflow-migrations/SKILL.md

    Not read

    Components using this file 1

    • gcp-managed-airflow-migrations skills/gcp-managed-airflow-migrations/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    cae3c4c335f791321640c585589c712f50561651
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  2. skills/gcp-managed-airflow-recommendations/SKILL.md

    Not read

    Components using this file 1

    • gcp-managed-airflow-recommendations skills/gcp-managed-airflow-recommendations/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    98a5722743a57cf9aab868ec00fc0b2cce8f4fbb
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  3. skills/gcp-managed-spark-upgrades/SKILL.md

    Not read

    Components using this file 1

    • gcp-managed-spark-upgrades skills/gcp-managed-spark-upgrades/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    949540da72b6a2fc0345a1a0240d48d6c9666180
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  4. skills/gcp-pipeline-orchestration/SKILL.md

    Not read

    Components using this file 1

    • gcp-pipeline-orchestration skills/gcp-pipeline-orchestration/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    bf6ef00962287020cec81e6561de5f37887054f6
    Mode
    100755
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  5. skills/gcp-pipeline-resource-provisioning/SKILL.md

    Not read

    Components using this file 1

    • gcp-pipeline-resource-provisioning skills/gcp-pipeline-resource-provisioning/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    d1b50f6ba37c5ba8b241e7c4f74dd736d717a405
    Mode
    100755
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  6. skills/gcp-spark/SKILL.md

    Not read

    Components using this file 1

    • gcp-spark skills/gcp-spark/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    31a03ab1b859cc7dcc0cd50b3864a4df39dd61dd
    Mode
    100755
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  7. skills/gcp-spark-troubleshooting/SKILL.md

    Not read

    Components using this file 1

    • gcp-spark-troubleshooting skills/gcp-spark-troubleshooting/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    3963a1235e59c7609d78aad12a664decfa2b1749
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  8. skills/gcs-security-assessment/SKILL.md

    Not read

    Components using this file 1

    • gcs-security-assessment skills/gcs-security-assessment/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    062b4f7730145ad3adb94bf2d320e8322ebde21d
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  9. skills/google-cloud-auth-verification/SKILL.md

    Not read

    Components using this file 1

    • google-cloud-auth-verification skills/google-cloud-auth-verification/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    6bafe02056a7c051a468b5e4ccc5637273cbc3f2
    Mode
    100755
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  10. skills/google-cloud-storage-basics/SKILL.md

    Not read

    Components using this file 1

    • google-cloud-storage-basics skills/google-cloud-storage-basics/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    4b0eeca419cc34c0415821a04612092f7f9d7d69
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  11. skills/google-cloud-storage-bucket-architect/SKILL.md

    Not read

    Components using this file 1

    • google-cloud-storage-bucket-architect skills/google-cloud-storage-bucket-architect/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    f1faeb64c2c7cc2f80aec515194348a0d8eee5b0
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  12. skills/google-cloud-storage-fuse/SKILL.md

    Not read

    Components using this file 1

    • google-cloud-storage-fuse skills/google-cloud-storage-fuse/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    bbe836db26414049a819a3945e2ba6504e666658
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  13. skills/managing-python-dependencies/SKILL.md

    Not read

    Components using this file 1

    • managing-python-dependencies skills/managing-python-dependencies/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    cafa24b76cac6fcb1b21e4159ffba872e8869b2b
    Mode
    100755
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  14. skills/ml-best-practices/SKILL.md

    Not read

    Components using this file 1

    • ml-best-practices skills/ml-best-practices/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    ac28b7eded79c42fc6147e8fe4521a7b17e262bd
    Mode
    100755
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  15. skills/notebook-guidance/SKILL.md

    Not read

    Components using this file 1

    • notebook-guidance skills/notebook-guidance/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    0836e20afaf94e3a51f5c2d31d0a57450dded6c2
    Mode
    100755
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  16. skills/resolving-mcp-region-configs/SKILL.md

    Not read

    Components using this file 1

    • resolving-mcp-region-configs skills/resolving-mcp-region-configs/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    5d888f108a7f7f933b21d7803054efff8a289f2d
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  17. skills/schema-mapping/SKILL.md

    Not read

    Components using this file 1

    • schema-mapping skills/schema-mapping/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    googlecloudplatform/data-agent-kit-plugin
    Pinned commit
    0dd8034c50d6bce0290b99190cd44b06fcbec2c1
    File identity
    Regular-file identity recorded
    Blob SHA
    27615a45d10713f0abfaf829ca5bdb4070ff8a46
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

Read this page as JSON

All versions2

Each commit is an immutable snapshot, newest first. One version label can map to several commits.

VersionCommitCapturedComponentsActions
1.0.0 Latest 0dd8034 50 View Download Diff vs previous Compare…
0.11.0 2df10e2 55 View Download Compare…