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browser-use

Use PilotDeck's browser-use plugin for browser automation, screenshots, form filling, and web UI checks.

67

Quality

80%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/browser-use/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

The content is highly actionable with concrete commands and a well-gated workflow, and it is appropriately organized as a self-contained overview; its main weakness is mild verbosity and repetition that could be tightened.

Suggestions

Consolidate the repeated cache-check and 'try-before-install' guidance into a single decision step to remove redundancy.

Merge the overlapping usage bullets about keeping browser calls targeted/small and observable into one concise guideline.

DimensionReasoningScore

Conciseness

The body is mostly efficient and avoids explaining concepts Claude already knows, but it repeats points (the cache-check logic and 'try existing setup before installing' appear multiple times) and has near-duplicate bullets ('Keep browser-use calls targeted' vs 'Keep browser tasks small and observable'), so it could be tightened.

2 / 3

Actionability

It provides fully executable bash commands, concrete environment variables with defaults and examples, and copy-paste-ready snippets, matching the score-3 anchor rather than the pseudocode score-2 example.

3 / 3

Workflow Clarity

There is a clear gated sequence (cache check -> proceed if present; only install when missing + launch failed + network available) with explicit checkpoints and error-recovery guidance (switch to HTTP on timeout, use a narrower screenshot on timeout), satisfying the score-3 anchor.

3 / 3

Progressive Disclosure

The skill is self-contained with no bundle files and is organized into well-signaled sections (Availability, Runtime Configuration, Usage Notes, Common Checks); per the simple-skill allowance, clear organization without nested references earns a 3.

3 / 3

Total

11

/

12

Passed

Description

75%

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 and uses natural trigger terms but omits an explicit 'Use when' clause, which limits completeness, and its broad action list risks overlap with similar skills.

Suggestions

Add an explicit 'Use when...' clause naming concrete trigger situations (e.g., interactive Web UI smoke tests, form filling, screenshot capture) to raise completeness.

Narrow the action list or anchor it more tightly to PilotDeck-specific scenarios to reduce overlap with generic web-scraping skills.

Include common user phrasings such as 'click a button', 'navigate to a page', or 'fill out a web form' to strengthen trigger-term coverage.

DimensionReasoningScore

Specificity

The description lists multiple specific concrete actions — 'browser automation, screenshots, form filling, and web UI checks' — matching the score-3 anchor rather than the narrower score-2 example.

3 / 3

Completeness

It clearly states what the skill does but has no explicit 'Use when...' trigger clause, so per the rubric guideline a missing when-clause caps completeness at 2 rather than 3.

2 / 3

Trigger Term Quality

It uses natural terms a user would say ('browser automation', 'screenshots', 'form filling', 'web UI checks'), giving good coverage; it is not merely technical jargon or a single generic term.

3 / 3

Distinctiveness Conflict Risk

Although it names the specific PilotDeck browser-use plugin, the action list ('browser automation, screenshots, form filling, web UI checks') is broad enough to overlap with general web/scraping skills, matching the score-2 anchor.

2 / 3

Total

10

/

12

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
OpenBMB/PilotDeck
Reviewed

Table of Contents

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