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databricks-webhooks-events

Configure Databricks job notifications, webhooks, and event handling. Use when setting up Slack/Teams notifications, configuring alerts, or integrating Databricks events with external systems. Trigger with phrases like "databricks webhook", "databricks notifications", "databricks alerts", "job failure notification", "databricks slack".

72

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

80%

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

Highly actionable and concise code-driven content, but the workflow lacks explicit validation checkpoints and the existing implementation-guide reference is orphaned with overlapping content duplicated inline rather than split out.

Suggestions

Add explicit validation checkpoints between steps — e.g., verify a notification destination exists with `w.notification_destinations.list()` before attaching it to a job — to create validate-then-proceed feedback loops that lift workflow clarity.

Link to references/implementation-guide.md from the body (e.g., a '## Full implementation guide' section pointing to it) and remove the inline webhook-handler and system-table content that overlaps with it, so the SKILL.md overview delegates detail to the reference.

DimensionReasoningScore

Conciseness

The body is lean and code-driven with no over-explanation of concepts Claude already knows; every section is executable SDK/SQL/YAML/bash rather than padded prose.

3 / 3

Actionability

It provides fully executable, copy-paste-ready examples across Python (Databricks SDK), SQL, YAML, and bash/jq with concrete identifiers and parameters, matching the top actionability anchor.

3 / 3

Workflow Clarity

Six steps are clearly numbered and sequenced, but there are no explicit validate-then-proceed checkpoints between them; error recovery is limited to a static troubleshooting table rather than feedback loops, so it sits below the top anchor.

2 / 3

Progressive Disclosure

A references/implementation-guide.md bundle file exists but is never linked from the body, and overlapping webhook-handler/system-table/alert content is duplicated inline rather than delegated to the reference, so references are present but not well-signaled.

2 / 3

Total

10

/

12

Passed

Description

100%

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: concrete actions, explicit 'Use when' guidance, natural trigger phrases, and a distinct Databricks-notifications niche. All four dimensions land at the top of the scale.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — 'Configure Databricks job notifications, webhooks, and event handling' and 'setting up Slack/Teams notifications, configuring alerts' — rather than vague language; it uses third-person voice with no first/second-person penalty.

3 / 3

Completeness

It clearly answers both 'what' ('Configure Databricks job notifications, webhooks, and event handling') and 'when' ('Use when setting up Slack/Teams notifications...') with explicit triggers, matching the top completeness anchor.

3 / 3

Trigger Term Quality

It provides explicit natural trigger phrases a user would say — 'databricks webhook', 'databricks notifications', 'databricks alerts', 'job failure notification', 'databricks slack' — giving good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

The Databricks job-notification/webhook niche is clear and the triggers are domain-specific, making it unlikely to fire for an unrelated skill.

3 / 3

Total

12

/

12

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository
jeremylongshore/claude-code-plugins-plus-skills
Reviewed

Table of Contents

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