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author-recipes-and-cookbooks

Author and maintain DevHub templates published at `developers.databricks.com/templates`. A template is the public name for any of three internal entry kinds — atomic snippets, multi-step end-to-end walkthroughs, and full deployable example apps. Use when creating, updating, or reorganizing any template-tier content.

67

Quality

82%

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

77%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.

A highly actionable, well-sequenced skill with strong validation and feedback loops, but it is dense and inlines several topics that would read better as one-level-deep reference files. The unused quality-checklist.md bundle is the clearest progressive-disclosure gap.

Suggestions

Link references/quality-checklist.md from the body (e.g. in a 'Before finishing' callout) so the provided bundle file is actually surfaced, and reconcile its divergent guidance (app-templates flat layout, npm run verify:images) with the body.

Extract the solutions authoring section and the image/brand-palette contract into separate reference files referenced one level deep from the body, reducing the main SKILL.md length.

Tighten editorial prose (e.g. the 'inspirational gallery, not a step-by-step manual guide' line) and de-duplicate the Public Vocabulary vs Internal Implementation Tiers framing.

DimensionReasoningScore

Conciseness

The ~350-line body is mostly domain-specific guidance that earns its place (registry contracts, SQL dialect rules, dry-run script), but editorial padding like 'an inspirational gallery of what's possible, not a step-by-step manual guide' and repetition between 'Public Vocabulary' and 'Internal Implementation Tiers' could be trimmed. It is not a 4 because several sections over-explain rationale that an agent could infer.

3 / 5

Actionability

Provides fully executable, copy-paste-ready guidance throughout: concrete file paths, a full example directory tree, registry mutation steps, and a runnable dry-run bash block covering the common deploy case.

5 / 5

Workflow Clarity

Each authoring path (recipe, cookbook, example) is numbered end-to-end with explicit validation checkpoints ('Validate Before Finishing' 13-point list, 'pnpm fmt && typecheck && build && test') and a feedback loop for dry-run failures (fix in repo, re-copy, retry).

5 / 5

Progressive Disclosure

Section headings and a dedicated References block give real structure, but large chunks that belong in separate files (the solutions authoring guide, image contracts, brand palette table, full dry-run workflow) are inlined, and the one provided bundle file references/quality-checklist.md is never linked from the body. It is not a 4 because of the orphaned bundle reference and the heavy inlining.

3 / 5

Total

16

/

20

Passed

Description

87%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, third-person description that concretely states what it does and when to use it with explicit trigger phrases. Minor room to add a few more natural synonyms, but it cleanly clears the top anchors on completeness and distinctiveness.

DimensionReasoningScore

Specificity

Names the domain ('DevHub templates') and several concrete actions — 'Author and maintain', 'creating, updating, or reorganizing' — with only minor coverage gaps. It is not a 5 because the action set, while specific, is not exhaustive across the three internal entry kinds.

4 / 5

Completeness

Explicitly answers both 'what' ('Author and maintain DevHub templates... three internal entry kinds') and 'when' ('Use when creating, updating, or reorganizing any template-tier content') with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

Includes natural phrases a user would say ('creating, updating, or reorganizing', 'template-tier content') with good keyword coverage. It stops short of 5 because synonyms and the user-facing term variations (e.g. 'snippet', 'walkthrough', 'example app') are not surfaced as triggers.

4 / 5

Distinctiveness Conflict Risk

The 'developers.databricks.com/templates' niche and the three-kind scoping make it clearly distinct with minimal conflict risk against other skills.

5 / 5

Total

18

/

20

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

relative_links

Relative link issues: 1 suspicious

Warning

referenced_paths_exist

Referenced path issues: 2 missing

Warning

Total

14

/

16

Passed

Repository
databricks/devhub
Reviewed

Table of Contents

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