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Changelog

1.0.0 (2026-09-29)

Features

  • add DAK setup script (6003384)
  • Add onboarding support for Codex and Agy CLI. (36720b7)
  • Cleanup Claude and Codex plugin configs. (d5357d1)
  • dak-setup: add DAK plugin setup skill and CLI bundle (ca53915)
  • Define BigFrames as the default Python library for BigQuery data (59173ba)
  • mcp: Add BILLING_PROJECT_ID quota header support to CLI MCP proxy (81806f3)
  • Remove plugin setup config prompts across agents (1a7a684)
  • Replace bigquery_graph skill with bigquery_graph_author and bigquery_graph_query (graph v2) (fa97c18)
  • skill: Add cell execution failure handling protocol to notebook guidance (97892b3)
  • skill: Add guidance for PySpark ML vector slicing and invalid label handling. (2febf2c)
  • skill: guidance for batch submit command (b53d990)
  • skill: Make sure libraries are not downloaded during notebook generation (59ff724)
  • skills: add gcp-spark-troubleshooting skill for Dataproc and Spark diagnostics (1a044de)
  • skills: add Spark optimization guidance as gcp-spark references (c3cb553)
  • skills: Cap data asset discovery retries and update GCS listing in gcp_spark skill (5faa2af)
  • skills: Enforce driver memory protection in gcp-spark optimizations (bccafd5)
  • skills: GCP Managed Spark upgrade SKILL for PySpark job type on Cluster (6dc2c29)
  • skills: harden gcp-spark code guidance for production logging, parameterized config, and broadcast joins (af143c8)
  • skills: Update gcloud Dataproc skill guidance for multi-package batch submission and Spanner connector (4823a3c)
  • skills: Update gcp_spark skill for ManagedSparkSession with better instructions (2e04bb5)
  • skills: update gcp-spark skill to forbid whole-file reads of executed notebooks (66f0d37)
  • skill: Update Iceberg guidelines to favor session templates for notebooks (764829f)

Bug Fixes

  • clarify SQL action guidelines for BigQuery and Dataproc engines (c057fb5)
  • clarify that the environment field is optional for Python actions (aedd28d)
  • dak: restore default npx resolution in package.json bin (5f4abac)
  • Document serving signature requirements for Vertex AI batch prediction with BigQuery sources. (3039bea)
  • gcp-spark: rename spark_env virtualenv to venv in gcloud_dataproc.md (a6a3073)
  • hooks: Make dak-setup SessionStart hook work in agy CLI (d045730)
  • skills: Point resolving_mcp_region_configs at the Codex mcp.json that is actually loaded (117bbd0)
  • skills: Sanitize internal references in Data Agent Kit skills (f1ef383)
  • Update skill how to query Vertex AI batch prediction outputs in downstream SQL (8ef4e4b)
  • Update SQL action guidelines for BigQuery and Dataproc engines in orchestration schema and documentation. (c057fb5)

Miscellaneous Chores

0.11.0 (2026-09-11)

Features

  • mcp: Add MCP support for Antigravity (agy) CLI. (856d2f2)
  • mcp: replace npx git dependency with relative bundle paths for our plugin MCP servers. (e502daa)
  • Switched managed spark skills to use spark connect to execute cells by default (fdd2b2a)
  • Update mcp proxy and telemetry hook script as part of release (b5484f3)

Bug Fixes

  • Add BigQuery dataset location discovery to gcp_pipeline_orchestration skill. (43a6f04)
  • mcp: inline cross-spawn into standalone bundle (#316) (22c27d5)

Miscellaneous Chores

0.10.1 (2026-09-04)

Features

  • add Bigtable basics skill and EvalBench test cases to DAK (e06c822)
  • Add resolving-mcp-region-configs skill to Data Agent Common (0878ed8)
  • Add Spark 4.0 BigQuery connector coordinates to gcp-spark skill (e86233d)
  • mcp: route Google Cloud MCP services through bundled Node stdio proxy (d17797d)
  • Simplify claude user config by removing BigQuery location and ProjectId string. (44d991f)
  • skills: Update managing_python_dependencies with pre-flight environment check bundling (ad94694)

Bug Fixes

  • Update BigFrames skills to reduce agent confusions. (deabd80)

Miscellaneous Chores

0.10.0 (2026-08-31)

Features

  • Add semantic schema mapping skill for ontology driven data engineering (f015039)
  • Add Spark Connect session lifecycle guide with DataprocSparkSession to gcp_spark skill (b977284)
  • Avoid redundant cluster creation for serverless batch jobs in gcp_spark skill (15d9e27)
  • Enforce argparse parameterization for Spark scripts in gcp_spark skill (d0cf7eb)
  • Enforce Python standard logging over print() in gcp_spark skill (29f17a0)
  • orchestration: update orchestration pipeline schema (eb5f3e3)
  • orchestration: update orchestration pipelines schema to support AI actions (fc13f54)
  • Remove hardcoded secrets from Cloud SQL examples in gcp_spark skill (682aee5)
  • skills: Update google-cloud-auth-verification with bundled probe and IAM handling (a891ebc)
  • Use @toolbox-sdk/server@latest and remove Windows-specific quoting (4e51d1c)

Bug Fixes

  • Preserve host attribution values when tagging gcloud commands. (e830e87)
  • skills: Generalize GCP auth verification pre-flight hierarchy (fd3ac55)
  • skills: Remove unsupported aliases field from google-cloud-auth-verification frontmatter (3bc2e21)

Miscellaneous Chores

0.8.0 (2026-08-07)

Features

  • plugin: support agent plugin spec (a9b14ea), refs #198

Miscellaneous Chores

0.7.2 (2026-07-28)

Features

  • skills: Clarify BQ label enforcement rules for resource attribution. (c16b546)
  • skills: Update bq label flag syntax in resource attribution skills. (1ff44be)

Miscellaneous Chores

0.7.1 (2026-07-27)

Bug Fixes

0.7.0 (2026-07-24)

Features

  • Add AI.AGG function to Data Agent Kit (9431ff2)
  • Bigtable MCP support (26f175e), refs #146
  • Bigtable MCP support (c58f5e9), refs #146
  • Modularize BigQuery skills in data_agent_common (b29c63a)
  • Remove DB skills, which are just wrappers on MCP toolbox from data agent common. Will add helpful skills once we come up with them. (a9beba2)
  • skills: Add more IDE/environment values for resource attribution environment labels. (3941694)
  • Update BQ ai_function_best_practices and constraints. (f4394e1)

Bug Fixes

  • Fix telemetry hook configurations for Codex, Claude Code, and Gemini CLI. (b93ca2e)
  • Update skill references and bump version in dataform and dbt. (879f134)

Miscellaneous Chores

0.6.1 (2026-07-10)

Features

  • Duplicate graph-schema component to bigquery skill (b5bc330)
  • gcp-managed-airflow-migration - a new skill for Airflow code migration (de2d876)
  • rename plugin to dak and remove toolbox from mcp server names (#99) (cb3a6e8)
  • skills: Add AlloyDB Omni skills (94b8582)
  • skills: Add AlloyDB skills (fb5bd8b)
  • skills: Add Cloud SQL MySQL skills (7f2442a)
  • skills: Add Cloud SQL Postgres skills (420e3ac)
  • skills: Add Cloud SQL SQL Server skills (7e887d0)
  • skills: Add Firestore Native skills (f6fa0df)
  • skills: add github-release-skill and update Copybara reviewers (ca05037)
  • skills: Add Spanner skills (c1dc599)
  • Update DAK Skill to support Gemini CLI, Claude Code, and Codex attribution tags (e1922d8)

Bug Fixes

  • restore repository dotfiles and workflows deleted by sync (#114) (beea04b)

Miscellaneous Chores

0.4.0 (2026-06-11)

Miscellaneous Chores

0.2.0 (2026-05-15)

Features

Miscellaneous Chores

0.1.4 (2026-05-07)

Features

  • prompt and configure GCP and BigQuery variables during installation (#54) (e12d327)

0.1.3 (2026-05-06)

Bug Fixes

0.1.2 (2026-05-04)

Features

  • split notebook and visualization MCP servers (#51) (3e4c2d1)

Bug Fixes

  • use tags for codex installation scripts (#52) (6cd5114)

0.1.1 (2026-04-28)

Features

  • separate MCP configurations for Claude and Codex (#49) (33bbdd9)

0.1.0 (2026-04-20)

Features