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jbvc/api-patterns

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

67

Quality

67%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

Quality

Discovery

47%

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

The description benefits from good keyword coverage with specific technology names that developers would naturally reference. However, it reads as a list of topics rather than concrete actions, and critically lacks any 'Use when...' guidance to help Claude know when to select this skill. Adding action verbs and explicit trigger conditions would significantly improve its effectiveness.

Suggestions

Add a 'Use when...' clause such as 'Use when the user asks about designing APIs, choosing between REST/GraphQL/tRPC, or needs guidance on API versioning, pagination, or response format decisions.'

Rewrite with action verbs to describe concrete capabilities, e.g., 'Guides API architecture decisions, evaluates tradeoffs between REST, GraphQL, and tRPC, designs pagination strategies, and recommends versioning approaches.'

Consider narrowing scope or adding distinguishing context (e.g., 'for web services' or 'for backend systems') to reduce potential overlap with general architecture skills.

DimensionReasoningScore

Specificity

Names the domain (API design) and lists several specific topics (REST vs GraphQL vs tRPC selection, response formats, versioning, pagination), but these read more like topic areas than concrete actions. No action verbs like 'design', 'evaluate', or 'implement' are used.

2 / 3

Completeness

Describes 'what' at a topic level but completely lacks a 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill. Per rubric guidelines, a missing 'Use when...' clause caps completeness at 2, and the 'what' is also weak (topics rather than actions), warranting a 1.

1 / 3

Trigger Term Quality

Includes strong natural keywords users would say: 'API design', 'REST', 'GraphQL', 'tRPC', 'versioning', 'pagination', 'response formats'. These are terms developers naturally use when seeking API design guidance.

3 / 3

Distinctiveness Conflict Risk

The mention of specific technologies (REST, GraphQL, tRPC) and specific concerns (versioning, pagination) provides some distinctiveness, but 'API design principles' is broad enough to potentially overlap with general backend development or architecture skills.

2 / 3

Total

8

/

12

Passed

Implementation

57%

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

This skill excels as a navigation hub with strong progressive disclosure and concise structure, but it fails to provide any concrete, actionable guidance in the main file itself. The anti-patterns and checklist are too generic to be useful without the sub-files, and there are no code examples, specific commands, or executable patterns. It reads more like a table of contents than a skill.

Suggestions

Add at least one concrete, executable example inline—e.g., a sample REST endpoint definition, a response envelope JSON schema, or a quick decision tree with specific recommendations rather than just 'choose based on context'.

Make the decision checklist actionable by providing brief concrete guidance at each step (e.g., 'If consumers are browser SPAs → consider GraphQL; if mobile + third-party → REST with OpenAPI').

Include a minimal quick-start workflow with a concrete example: e.g., 'For a new REST API: 1. Define resources → 2. Map HTTP methods → 3. Define response envelope (see example below) → 4. Validate with api_validator.py'.

DimensionReasoningScore

Conciseness

The content is lean and well-structured. It avoids explaining what APIs, REST, or GraphQL are—concepts Claude already knows. Every section serves a clear purpose: navigation, decision-making, or anti-pattern avoidance.

3 / 3

Actionability

The SKILL.md itself contains no concrete code, commands, specific examples, or executable guidance. The checklist and anti-patterns are generic advice ('choose API style based on context', 'document thoroughly') rather than actionable instructions. All substance is deferred to sub-files with no inline examples.

1 / 3

Workflow Clarity

The decision checklist provides a reasonable sequence of considerations before designing an API, but it lacks explicit validation checkpoints, feedback loops, or concrete steps for what to do at each stage. It's more of a reminder list than a workflow.

2 / 3

Progressive Disclosure

Excellent content map with clear file descriptions and 'When to Read' guidance. References are one level deep, well-signaled, and the selective reading rule is explicitly stated. Related skills are also clearly linked.

3 / 3

Total

9

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

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

Warning

Total

10

/

11

Passed

Reviewed

Table of Contents