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databricks-setup-local

Previews, provisions, or diagnoses a uv-managed local Python .venv with `databricks environments setup-local`. Use when the user wants to set up or fix one for Databricks Connect, cluster or serverless compute, `--job-task`, or a bundle target, or when setup-local fails.

74

Quality

93%

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SKILL.md
Quality
Evals
Security

Quality

Content

92%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

An exemplarily actionable skill: executable commands at every step, a well-sequenced workflow with validation gates and approval checkpoints, and clean one-level-deep reference files. The only trimmable material is mild redundancy between the version-gate script's STOP messages and the prose that follows it.

DimensionReasoningScore

Conciseness

The body is dense and imperative with no concept explanations Claude already knows, and the version-gate comments justify genuinely non-obvious choices (subshell, stderr discard, sort -V). Not 5 because the ~26-line version-gate block plus its follow-up paragraph repeat the stop/upgrade conditions in both code messages and prose, which could be tightened.

4 / 5

Actionability

Fully executable guidance throughout: a complete deterministic version-gate bash script, `databricks auth describe --profile <PROFILE>`, per-branch flag choices with concrete commands like `databricks jobs get <JOB_ID> --output json`, and the copy-paste-ready dry-run invocation. Placeholders like <PROFILE> and <TARGET_ARGS> are appropriately parameterized, not pseudocode.

5 / 5

Workflow Clarity

Six clearly sequenced steps (gate -> auth -> directory -> target -> preview -> apply -> result) with explicit validation checkpoints: the version gate must pass before proceeding, dry-run before apply, mandatory user approval before mutations, rerun-preview-and-reapprove on any input change, and routing to troubleshooting on `ok: false`. Feedback loops are present for this file-mutating operation, so the destructive-operation cap does not apply.

5 / 5

Progressive Disclosure

The SKILL.md body is a ~95-line overview that links [examples](references/examples.md), [json-output](references/json-output.md), and [troubleshooting](references/troubleshooting.md) inline at their point of use; all three files exist and references are one level deep (sibling references cross-link only to each other, no further nesting). Structure and navigation match the anchor-5 pattern.

5 / 5

Total

19

/

20

Passed

Description

92%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: third-person voice, concrete actions, an explicit 'Use when' clause with natural trigger phrases, and tight scoping to one subcommand. The only gap is a few missing natural synonyms for the environment itself.

DimensionReasoningScore

Specificity

"Previews, provisions, or diagnoses a uv-managed local Python .venv with `databricks environments setup-local`" lists multiple specific concrete actions (preview, provision, diagnose) tied to a named command and artifact type, comprehensively covering the command's modes. Not 4 because coverage of the skill's capabilities is complete rather than having minor gaps.

5 / 5

Completeness

Explicitly answers both: "what" ("Previews, provisions, or diagnoses a uv-managed local Python .venv with `databricks environments setup-local`") and "when" ("Use when the user wants to set up or fix one... or when setup-local fails") with concrete trigger phrases, matching the anchor-5 example structure.

5 / 5

Trigger Term Quality

"set up or fix one", "when setup-local fails", "cluster or serverless compute", "--job-task", "bundle target" give good natural-phrase and flag coverage users would actually say. Not 5 because a few natural synonyms are missing (e.g. "virtual environment", "local dev environment", ".venv" as a bare trigger word).

4 / 5

Distinctiveness Conflict Risk

The description is scoped to a single specific subcommand (`databricks environments setup-local`) with distinct triggers (Databricks Connect, --job-task, bundle target, setup-local failing), giving it a clear niche with minimal overlap risk against sibling databricks skills.

5 / 5

Total

19

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

databricks/databricks-agent-skills

Path

plugins/databricks/claude/skills/databricks-setup-local/SKILL.md

Reviewed

Table of Contents

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