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browser-use

Use this skill when the user asks the agent to open, browse, inspect, extract content from, click through, fill forms on, screenshot, or verify a web page with a browser. Also use it for MoviePilot scenarios that need browser interaction, such as checking a site page, confirming a JavaScript-rendered result, testing login state, capturing visible errors, or updating and validating tracker site cookies.

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

High

Do not use without reviewing

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.

An actionable, well-sequenced skill body with concrete tool examples and explicit verification checkpoints. Its main weaknesses are mild redundancy with the frontmatter description and the absence of progressive disclosure into separate reference files.

Suggestions

Trim the "When To Use" section and the intro paragraph, which largely restate the frontmatter description, to reduce token cost without losing guidance.

Move the detailed "MoviePilot Site Workflows" (captcha extraction, cookie update, tracker inspection) into a separate reference file and link to it from SKILL.md so the body stays a lean overview.

Consolidate the four trailing Chinese-language examples into a single compact "Common requests" table to cut repeated boilerplate while preserving the worked flows.

DimensionReasoningScore

Conciseness

The body is mostly efficient and assumes Claude's competence, but the "When To Use" list restates the frontmatter description and the intro repeats the workflow idea, so it could be tightened. It is not padded with concepts Claude already knows, which keeps it above level 1.

2 / 3

Actionability

Concrete, copy-paste-ready tool invocations appear throughout (e.g. `browse_webpage action="goto" url="..."`, `click_ref`, `fill_ref`, and a complete `evaluate` script), giving fully executable guidance rather than vague direction.

3 / 3

Workflow Clarity

The Core Workflow is clearly sequenced (Find/Open -> Observe -> Act -> Extract -> Verify) with explicit validation checkpoints such as "verify after each action", "Run test_site again to confirm", and a captcha retry loop that stops after a second failure.

3 / 3

Progressive Disclosure

The file is well-organized into clear sections, but there are no bundle files and all content lives inline in a single ~240-line SKILL.md with no one-level-deep references to split out the heavier MoviePilot site/captcha workflows. It is not a monolithic wall of text, so it stays above level 1.

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.

A strong, third-person description that states concrete capabilities and an explicit trigger clause tied to MoviePilot browser tasks. It avoids vague fluff and clearly distinguishes its niche from other skills.

DimensionReasoningScore

Specificity

Lists multiple concrete actions such as "open, browse, inspect, extract content from, click through, fill forms on, screenshot, or verify a web page", matching the anchor for enumerating specific concrete actions rather than vague language.

3 / 3

Completeness

Both halves are explicit: an explicit "Use this skill when the user asks..." trigger clause plus a clear enumeration of what the skill does, satisfying the what-AND-when anchor.

3 / 3

Trigger Term Quality

Natural user-facing terms appear throughout ("browse", "screenshot", "web page", "browser", "site page", "login state", "cookies") giving good coverage of phrasing a user would actually say; not just technical jargon.

3 / 3

Distinctiveness Conflict Risk

The description is scoped to MoviePilot browser/site scenarios ("tracker site cookies", "JavaScript-rendered result"), establishing a clear niche unlikely to trigger for unrelated skills.

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
jxxghp/MoviePilot
Reviewed

Table of Contents

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