playwright

Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.

Quality

92%

Does it follow best practices?

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Adds up to 20 points to the overall score

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Securityby

High

Do not use without reviewing

Quality

Content

85%

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

A well-structured, code-first skill: executable commands, a clear snapshot-driven workflow with an error-recovery loop, and real one-level references. The only weakness is minor verbosity in the prerequisite install steps and the skill-path environment explanation.

Suggestions

Tighten the prerequisite section: the verbatim Node install block and comments could be reduced to a one-line npx check plus a brief "install Node.js if missing" pointer, keeping the global-install detail only where it is first introduced.

Trim the skill-path environment explanation ("production default: app userData/SKILLs, macOS usually ~/Library/...") to the essential export lines, since the fallback default is already encoded in the export itself.

Consider consolidating the two mentions of the optional global install ("npm install -g @playwright/mcp@latest") into a single place to avoid repeating the same guidance.

Dimension	Reasoning	Score
Conciseness	The body is mostly lean and code-first without explaining concepts Claude already knows, but the verbatim prerequisite install block and the skill-path environment paragraph ("production default: app userData/SKILLs, macOS usually ~/Library/...") carry detail that could be tightened, matching the score-2 anchor of efficient-but-trimmable.	2 / 3
Actionability	Provides fully executable, copy-paste-ready commands throughout ("$PWCLI open", "snapshot", "fill e1", "tracing-start") with multiple complete worked examples, and explicitly explains the placeholder ref convention so examples are unambiguous.	3 / 3
Workflow Clarity	The 5-step core workflow is clearly sequenced, the "When to snapshot again" section gives explicit re-checkpoint triggers, and the stale-ref rule ("When a command fails due to a missing ref, snapshot again") is a concrete error-recovery feedback loop.	3 / 3
Progressive Disclosure	SKILL.md stays an overview and signals one-level-deep references ("CLI command reference: references/cli.md", "Practical workflows and troubleshooting: references/workflows.md") that exist as real files, with content appropriately split and easy to navigate.	3 / 3
	Total	11 / 12 Passed

Description

100%

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 strong: it opens with an explicit "Use when" trigger, enumerates concrete browser-automation actions, and carves out a distinct CLI-based niche. It reads like the rubric's good examples with no vague fluff or over-claims.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — "navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging" — matching the score-3 anchor that enumerates specific capabilities rather than vague language.	3 / 3
Completeness	Explicitly answers both what (browser automation via playwright-cli/wrapper with named actions) and when ("Use when the task requires automating a real browser from the terminal"), satisfying the explicit-trigger requirement that would otherwise cap at 2.	3 / 3
Trigger Term Quality	Uses natural terms a user would actually say ("automating a real browser", "form filling", "screenshots", "data extraction", "UI-flow debugging") with good coverage of common variations, not technical jargon.	3 / 3
Distinctiveness Conflict Risk	The "from the terminal via playwright-cli" niche with snapshot/ref/trace actions is a clear, distinct trigger unlikely to fire for unrelated skills; it does not stop at the generic level of the score-2 anchor.	3 / 3
	Total	12 / 12 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: netease-youdao/LobsterAI
Path: SKILLs/playwright/SKILL.md
Commit: 2921c1e

Reviewed: about 10 hours ago

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