Add AI assistant skills for DQX#1125
Merged
Merged
Conversation
Adds Agent Skills under `skills/` that teach an AI assistant how to use
DQX correctly, plus a new `docs/dev/ai_tools_skills.mdx` page covering
install + usage for Databricks Genie Code, Claude Code, and any other
tool that supports the open Agent Skills standard.
Five skills, one per public-API capability:
- dqx-define-checks creating quality rules (classes + YAML)
- dqx-apply-checks validating DataFrames / tables
- dqx-end-to-end apply_checks_and_save_in_table patterns
- dqx-profile-and-generate DQProfiler / DQGenerator / DLT generator
- dqx-storage load / save across file / workspace /
volume / table / installation / Lakebase
Each skill is a folder with a single SKILL.md (agentskills.io format).
A top-level `skills/.claude-plugin/plugin.json` makes the folder
installable as a Claude Code plugin.
Resolves databrickslabs#1088
Co-authored-by: Isaac
mwojtyczka
reviewed
Apr 27, 2026
mwojtyczka
reviewed
Apr 27, 2026
mwojtyczka
reviewed
Apr 27, 2026
mwojtyczka
reviewed
Apr 27, 2026
mwojtyczka
reviewed
Apr 27, 2026
mwojtyczka
reviewed
Apr 27, 2026
mwojtyczka
reviewed
Apr 27, 2026
mwojtyczka
reviewed
Apr 27, 2026
mwojtyczka
reviewed
Apr 27, 2026
mwojtyczka
added
the
under-review
mwojtyczka
added
needs-changes
mwojtyczka
reviewed
Apr 30, 2026
mwojtyczka
left a comment
mwojtyczka
left a comment
Contributor
There was a problem hiding this comment.
A few additional new comments alongside the existing thread — see inline.
mwojtyczka
reviewed
May 4, 2026
mwojtyczka
reviewed
May 4, 2026
mwojtyczka
left a comment
mwojtyczka
left a comment
Contributor
There was a problem hiding this comment.
Re-review — issue 1 (undefined checks_metadata) is resolved. Four follow-ups from the previous round still appear unaddressed; inline comments below.
ghanse
changed the title
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Changes
Adds Agent Skills under
skills/that teach AI assistants how to use DQX correctly. Supports Databricks Genie Code and other tools that follow the open standard. Adds a new docs page,docs/dev/ai_tools_skills.mdx, with install + usage instructions for each tool.Five skills, one per public-API capability:
dqx-define-checksDQRowRule,DQDatasetRule,DQForEachColRulein both code and metadatadqx-apply-checksDQEnginedqx-end-to-endDQEngine; Supports read-check-write patterns withInputConfigandOutputConfigdqx-profile-and-generateDQProfilerandDQGeneratorflowdqx-storage*ChecksStorageConfigtypesEach skill is a folder containing a single
SKILL.mdwith the YAML frontmatter.skills/.claude-plugin/plugin.jsonmakes the folder installable as a Claude Code plugin.Linked issues
Resolves #1088
Tests
Documentation and Demos