feat: Genie Space quality skill (AI Dev Kit Track 1)#21
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stuart-gano wants to merge 2 commits intomainfrom
Open
feat: Genie Space quality skill (AI Dev Kit Track 1)#21stuart-gano wants to merge 2 commits intomainfrom
stuart-gano wants to merge 2 commits intomainfrom
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Three tracks: (1) Genie quality skill for ai-dev-kit, (2) replace hand-rolled SDK calls with databricks-tools-core, (3) Workbench MCP server exposing scoring/analysis as MCP tools.
Adds a coding agent skill for scoring, analyzing, and optimizing Genie Spaces using a 5-stage maturity model (Nascent → Optimized) with 16 criteria. Includes: - SKILL.md: maturity model, scoring criteria, assessment workflow, API gotchas - optimization.md: stage-by-stage fix patterns with code examples - examples/score-space.py: standalone scorer with formatted report - examples/add-instructions.py: generate instructions from UC metadata - examples/add-joins.py: infer join specs from FK naming patterns This is Track 1 from the AI Dev Kit integration RFC (PR #20). The same skill content lives in ai-dev-kit for when that repo accepts contributions.
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Summary
What's included
skills/.../SKILL.mdskills/.../optimization.mdskills/.../examples/score-space.pyskills/.../examples/add-instructions.pyskills/.../examples/add-joins.pyWhat it enables
A developer using Claude Code could say:
sales_analyticsand tell me what to improve"Without needing to deploy the Workbench app.
Test plan
score-space.pyagainst a real Genie Spaceadd-instructions.pyagainst a space with UC tablesadd-joins.pyagainst a multi-table spaceNote
The same skill content also exists locally on a branch in the ai-dev-kit repo (
feat/genie-quality-skill), ready to push as a PR when that repo accepts contributions.