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dev-smoke

AI DevKit · Smoke-test the user flows a change affects (CLI, API, UI) end to end with a disposable sandboxed script against the real app. Use before calling a feature or fix done, when unit tests pass but the flow is untested, or when users ask for a smoke, e2e, or impact check.

Quality

93%

Does it follow best practices?

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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.

The body is an exemplar skill file: lean rules that encode non-obvious judgment, a fully executable workflow with an explicit failure-triage feedback loop, and clean delegation of script bulk to real, well-signaled reference templates one level deep. No dimension shows more than negligible room for improvement.

DimensionReasoningScore

Conciseness

The body is dense with earned, non-obvious rules ("Imported functions and mocks are not smoke checks", "hidden duplicates (mobile menus, templates) cause false failures") and contains no explanations of concepts Claude already knows — every line instructs, fitting the lean anchor 5 rather than anchor 4's "minor instances of over-explanation".

5 / 5

Actionability

Concrete copy-paste commands ("npx ai-devkit@latest memory search --query \"<project> smoke setup\" --tags \"smoke\"\", "git diff against the base branch") plus exact assertion requirements ("asserts output, files, HTTP status, or exit code, not just 'it ran'; API checks also assert the body and one error case") make the guidance fully executable, with the code bulk correctly delegated to the real, verified template files.

5 / 5

Workflow Clarity

The 8-step workflow has an explicit error-recovery feedback loop ("On a failure, first rule out a wrong check (selector, timing, setup), then rerun it on the base commit in a separate worktree") plus validation checkpoints ("wait until they respond", "read it [the screenshot] before judging a failure", "say what was not checked instead of faking a pass"), matching anchor 5.

5 / 5

Progressive Disclosure

The ~38-line body stays an overview while the executable bulk lives in well-signaled, condition-scoped, one-level-deep references — "references/smoke-template.sh (CLI, API) or references/web-smoke-template.mjs (browser)" — both verified to exist as real 121/117-line template files, matching the clear anchor-5 structure.

5 / 5

Total

20

/

20

Passed

Description

83%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 description that clearly and explicitly answers both what the skill does and when to use it, with concrete natural-language triggers and a well-defined niche. Its only weaknesses are minor: a single-action 'what' rather than a broad action list, and a few missing trigger synonyms.

DimensionReasoningScore

Specificity

"Smoke-test the user flows a change affects (CLI, API, UI) end to end with a disposable sandboxed script against the real app" names the action plus mechanism, scope, and mode — richer than the 1-2-concrete-actions anchor (3), but it centers on a single verb rather than the comprehensive multi-action list of anchor 5.

4 / 5

Completeness

The 'what' is explicit ("Smoke-test the user flows a change affects... with a disposable sandboxed script against the real app") and the 'when' is an explicit Use-clause with multiple concrete trigger situations, matching the anchor-5 pattern rather than anchor 4's more generic 'when'.

5 / 5

Trigger Term Quality

"when users ask for a smoke, e2e, or impact check", "before calling a feature or fix done", and "when unit tests pass but the flow is untested" are natural phrases users would say, but common variations like "sanity check" or "integration test" are absent, keeping it below anchor 5's comprehensive synonym coverage.

4 / 5

Distinctiveness Conflict Risk

The niche (disposable, sandboxed pre-completion smoke verification of changed flows) is clear and mostly distinct, but triggers like "e2e" and "impact check" carry minor overlap risk with closely related testing or impact-analysis skills, so it sits at anchor 4 rather than 5.

4 / 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

codeaholicguy/ai-devkit

Path

skills/dev-smoke/SKILL.md

Reviewed

Table of Contents

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