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Hub 内嵌浏览器预览 localhost 应用。 Use when: 写前端代码、跑 dev server、需要看页面效果、调 UI、operator说"看看效果"。 Not for: 后端纯 API 开发、不涉及页面的工作。 Output: 前端页面在 Hub browser panel 中实时预览。

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

77%Weight 40%Scale 1-3

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

The body is highly actionable with a clear validated workflow, but carries some narrative padding and a broken external reference. Trimming operator-quote prose and either creating or removing the missing refs path would raise quality.

Suggestions

Create or remove the referenced `refs/evidence-output-contract.md` — the path is cited but the file does not exist, which is a broken progressive-disclosure pointer.

Trim operator-quote asides (e.g. "operator拍板", "猫猫写完") to reduce token cost while keeping the directive guidance.

Move the long "技术要点" reference table into a one-level-deep reference file with a clear pointer from the main body, instead of inlining it.

DimensionReasoningScore

Conciseness

Mostly efficient with tables and commands, but operator-quote asides ("猫猫", "operator拍板") and restated context add tokens beyond what Claude needs.

2 / 3

Actionability

Provides executable `curl` verification, a concrete `cat_cafe_preview_open({...})` MCP call with a parameter table, and a copy-paste-ready error/troubleshooting table.

3 / 3

Workflow Clarity

The Phase C steps are explicitly sequenced (1→2→3) with a validation checkpoint (curl HTTP code check before calling the tool) and an error-recovery table.

3 / 3

Progressive Disclosure

Single-file skill with no bundle present, yet the body references a non-existent `refs/evidence-output-contract.md`; most detail is inline rather than split into signaled one-level references.

2 / 3

Total

10

/

12

Passed

Description

100%Weight 40%Scale 1-3

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 is specific, complete, and rich in natural trigger terms, clearly scoping the skill to Hub-embedded localhost preview and excluding backend-only work. Voice is third-person ("预览", "Use when") with no first/second-person violations.

DimensionReasoningScore

Specificity

Lists multiple concrete actions ("预览 localhost 应用", "看页面效果", "调 UI", real-time preview in Hub browser panel), not vague abstractions.

3 / 3

Completeness

Explicitly answers both "what" (Hub 内嵌浏览器预览 localhost 应用) and "when" (Use when + Not for), meeting the explicit-trigger requirement.

3 / 3

Trigger Term Quality

The `Use when:` clause plus the `triggers:` list provide natural terms a user would say ("看看效果", "preview", "pnpm dev", "localhost", "HMR").

3 / 3

Distinctiveness Conflict Risk

Clear niche (Hub embedded browser preview of localhost front-end), and the body distinguishes it from tdd and quality-gate, so conflict risk is low.

3 / 3

Total

12

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
zts212653/clowder-ai
Reviewed

Table of Contents

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