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.

Quality

85%

Does it follow best practices?

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Securityby

High

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Quality

Content

82%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.

A well-structured, highly actionable skill body with concrete commands, clear sequenced workflows, and explicit validation/feedback loops. The main improvement opportunities are trimming minor meta-padding and splitting the dense tool/captcha reference material into bundled reference files.

Suggestions

Move the exhaustive browse_webpage action enumeration and the full captcha-extraction JS into a references/ file (e.g. TOOL_REFERENCE.md), keeping only the most common actions inline to improve progressive_disclosure.

Remove the project-provenance paragraph and de-duplicate the observe-act-verify framing (stated both in the intro and Core Workflow) to tighten conciseness.

Add an explicit verify-back checkpoint to the 'Inspect A Tracker Page' workflow so every multi-step flow closes with a validation step.

Dimension	Reasoning	Score
Conciseness	The body is efficient and assumes Claude's competence (no basic-concept filler), but the project-provenance paragraph and the duplicated observe-act-verify framing are minor padding that could be trimmed.	4 / 5
Actionability	Copy-paste-ready commands appear throughout (goto, click_ref, fill_ref, select_ref, wait, evaluate with real JS, update_site_cookie) and cover the common cases, matching the fully-executable anchor.	5 / 5
Workflow Clarity	A clear numbered 6-step core workflow plus sub-workflows with explicit validation ('verify after each action', 'Verify And Report') and a captcha retry-then-stop feedback loop; falls just short of 5 due to absent formal checklists and a couple of flows lacking an explicit verify-back checkpoint.	4 / 5
Progressive Disclosure	Well-organized with clear section headers and easy navigation, but with no bundle files and ~240 lines, content like the exhaustive 17-action tool list and the full captcha extraction script is inlined rather than split into one-level-deep references.	4 / 5
	Total	17 / 20 Passed

Description

88%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 explicitly states concrete capabilities and clear trigger conditions in third-person voice, with a well-defined MoviePilot niche. The only mild gap is synonym/variation coverage in trigger terms.

Dimension	Reasoning	Score
Specificity	The description lists many concrete actions ('open, browse, inspect, extract content from, click through, fill forms on, screenshot, or verify a web page') plus concrete MoviePilot scenarios, matching the comprehensive-coverage anchor.	5 / 5
Completeness	It explicitly answers both 'what' (the enumerated browser actions) and 'when' ('Use this skill when the user asks the agent to...' plus 'Also use it for MoviePilot scenarios...') with concrete trigger phrases.	5 / 5
Trigger Term Quality	Natural trigger phrases ('open', 'browse', 'screenshot', 'fill forms', 'check a site page', 'login state', 'cookies') are well covered, but a few common synonyms (e.g. 'navigate', 'scrape') are missing, placing it just below the comprehensive anchor.	4 / 5
Distinctiveness Conflict Risk	The MoviePilot + tracker-cookie + JavaScript-rendered framing carves a clear niche, but the leading generic web verbs (open/browse/screenshot a web page) keep minor overlap risk with a general browsing skill.	4 / 5
	Total	18 / 20 Passed

Validation

93%

Warnings & errors only

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

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: jxxghp/MoviePilot
Path: skills/browser-use/SKILL.md
Commit: f28e8b1

Reviewed: 4 days ago

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