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data-client-rest-setup

Set up and migrate to @data-client/rest for REST APIs. Detects existing HTTP patterns (axios, fetch, ky, superagent, got) and migrates them. Creates custom RestEndpoint base class with common behaviors. Use when adopting @data-client/rest in a new or existing project.

Quality

91%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%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 exemplary skill body: dense with non-obvious, task-specific knowledge, fully executable commands and code, a validated multi-step workflow with feedback loops, and a clean one-level reference structure whose links all resolve. No dimension shows a gap against the top anchors.

DimensionReasoningScore

Conciseness

Every line carries library-specific knowledge Claude would not have (codemod behavior, the `await super.getRequestInit` spread gotcha, `body: undefined` semantics, `.data` interceptor caveat) with zero padding or explanation of known concepts. Fits the 5 anchor ('every token earns its place'); the 4 anchor's 'minor instances of over-explanation' does not apply to anything present.

5 / 5

Actionability

Copy-paste ready throughout: `npx --no data-client-skills`, `npx @data-client/codemods axios-to-rest src/` with a version fallback command, complete executable `BaseEndpoint` and `resource()` TypeScript snippets, and concrete fixer commands (`prettier --write`, `eslint --fix`, `biome check --write`). Fits the 5 anchor ('copy-paste ready; specific examples cover the common cases').

5 / 5

Workflow Clarity

Three clearly sequenced steps with a per-library decision table, and the axios sub-workflow includes explicit checkpoints: verify `git status` is clean before the codemod, resolve each `TODO(data-client)` marker, run the type checker and tests, and only uninstall axios when no import or TODO remains. Error recovery is also covered (fallback command when `data-client-skills` is missing, `try/catch` pattern for status handling). Fits the 5 anchor; the 4 anchor's 'minor validation gaps' is not the case here.

5 / 5

Progressive Disclosure

The body is a lean overview and all detail lives one level deep in references/, every linked file (RestEndpoint, resource, per-library migrations, hookifyResource, auth, django) exists, and cited anchors (`#content`, `#getRequestInit`, `#server-error-messages`) resolve to real headings. The `<name>.vue.md` convention is explicitly documented. Fits the 5 anchor ('well-signaled one-level-deep references; easy navigation').

5 / 5

Total

20

/

20

Passed

Description

78%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 with concrete capabilities, an explicit 'Use when' clause, and highly distinctive named libraries and package. The 'when' clause could be broadened with more trigger phrases, and 'common behaviors' is the one vague phrase, keeping it just short of top marks.

DimensionReasoningScore

Specificity

Lists several concrete actions — 'Set up and migrate to @data-client/rest', 'Detects existing HTTP patterns (axios, fetch, ky, superagent, got)', 'Creates custom RestEndpoint base class' — with only 'common behaviors' left generic. Not 5 because 'common behaviors' and the migration targets are not fully enumerated as concrete outcomes; not 3 because it clearly names the domain plus three or more specific actions.

4 / 5

Completeness

Explicitly answers 'what' (setup, detection, migration, base-class creation) and 'when' ('Use when adopting @data-client/rest in a new or existing project'). Not 5 because the 'when' clause covers only adoption and could cite concrete trigger phrases like migrating from axios; not 3 because a clear 'Use when...' clause is present.

4 / 5

Trigger Term Quality

Strong natural terms users would actually say: 'REST APIs', 'axios', 'fetch', 'ky', 'superagent', 'got', 'migrate'. Not 5 because common variations like 'HTTP client', 'API calls', or 'data fetching' are missing; not 3 because library names plus 'REST APIs' go well beyond some relevant keywords.

4 / 5

Distinctiveness Conflict Risk

Names a specific package (@data-client/rest) and specific libraries, carving a clear niche with minimal overlap risk against generic HTTP or migration skills. Fits the 5 anchor ('clear niche with distinct triggers'); the 4 anchor's 'minor overlap risk' would understate how targeted the named package and library list are.

5 / 5

Total

17

/

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

reactive/data-client

Path

.agents/skills/data-client-rest-setup/SKILL.md

Reviewed

Table of Contents

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