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quickstart

Set up TypeScript LangChain agent development environment. Use when: (1) First time setup, (2) Configuring Databricks authentication, (3) User says 'quickstart', 'set up', 'authenticate', or 'configure databricks', (4) No .env file exists.

73

Quality

90%

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

A highly actionable, well-structured quickstart skill with executable commands and clear sequencing. Adding a post-quickstart verification step and splitting the inline model/env reference material into bundle files would lift the lower dimensions.

Suggestions

Add an explicit validation checkpoint after 'npm run quickstart' (e.g., verify .env exists and required keys are populated) before listing Next Steps, to strengthen workflow_clarity.

Move the 'Available Models' list and the full manual .env template into a references/ file and link to it, reducing inline token weight and improving progressive_disclosure.

Relocate version-sensitive strings (CLI v0.283.0+, specific model endpoint names) into a maintainable reference or mark them as examples to avoid time-rot penalty on conciseness.

DimensionReasoningScore

Conciseness

Mostly command-driven and efficient with little concept explanation, but includes a 'Available Models' list and time-sensitive version strings (e.g., 'v0.283.0+', 'databricks-claude-sonnet-4-5') not placed in a deprecated section, slightly padding the body.

4 / 5

Actionability

Provides copy-paste ready, fully executable bash commands throughout (e.g., 'npm run quickstart', 'databricks auth login --host ...', 'databricks experiments create ...') covering the common cases.

5 / 5

Workflow Clarity

Clear numbered wizard sequence and a sequenced manual fallback plus troubleshooting, but lacks an explicit verification checkpoint confirming quickstart succeeded before the Next Steps proceed.

4 / 5

Progressive Disclosure

Well-organized section headers and appropriate cross-links to sibling skills, but at ~133 lines it exceeds the simple-skill threshold and inlines content (manual .env template, model list) that could be split into reference files.

4 / 5

Total

17

/

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 well-crafted description that clearly states the skill's purpose and provides explicit, natural trigger conditions with low conflict risk. Minor additional action enumeration would push specificity to the top.

DimensionReasoningScore

Specificity

Names a concrete niche ('TypeScript LangChain agent development environment') with specific actions ('Set up ... environment', 'Configuring Databricks authentication'), but does not enumerate a comprehensive action list, leaving minor gaps.

4 / 5

Completeness

Explicitly answers both what ('Set up TypeScript LangChain agent development environment') and when via a numbered 'Use when:' clause with concrete triggers, matching the top anchor.

5 / 5

Trigger Term Quality

Quotes natural user phrases "'quickstart', 'set up', 'authenticate', or 'configure databricks'" plus context triggers; good coverage though a few synonyms are missing.

4 / 5

Distinctiveness Conflict Risk

Clear niche combining TypeScript LangChain agents with Databricks auth setup and distinct triggers (e.g., 'configure databricks', 'No .env file exists'); minimal conflict risk with other skills.

5 / 5

Total

18

/

20

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
databricks/app-templates
Reviewed

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