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aipex-browser

AI-powered browser automation using the AIPex Chrome Extension via MCP bridge. Use this skill when the agent needs to control a Chrome browser — navigating pages, clicking elements, filling forms, capturing screenshots, managing tabs, or downloading content — by connecting to the AIPex MCP bridge.

73

Quality

92%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

High

Do not use without reviewing

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 clear workflows and well-structured progressive disclosure, delegating detail to a real reference file. The main weakness is repeated MCP config blocks that inflate token cost without adding proportional value.

Suggestions

Collapse the five near-identical per-agent JSON config blocks into one canonical example plus a compact table mapping agent → config file path / key name.

Replace the separate 'custom port' block with a one-line note appended to the canonical example (add "--port <N>" to args, use ws://localhost:<N> in Step 2).

DimensionReasoningScore

Conciseness

The body is mostly lean and avoids re-explaining known concepts, but the five near-identical MCP JSON config blocks (Cursor, Claude Desktop, VS Code, Windsurf, custom port) repeat the same payload and could be collapsed into one example plus a small table of file locations.

2 / 3

Actionability

Provides copy-paste-ready JSON configs, an exact CLI command, concrete tool-call signatures, and a symptom/cause/fix troubleshooting table — fully executable guidance.

3 / 3

Workflow Clarity

The two-step connection process is clearly sequenced with an explicit verification checkpoint ("If only a single tool called check_aipex_connection is visible...") and a prioritized tool-usage workflow with error-recovery guidance.

3 / 3

Progressive Disclosure

SKILL.md is an organized overview that delegates full tool parameter schemas to a single, clearly signaled, one-level-deep reference (references/tools-reference.md), which exists in the bundle.

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 specific, third-person, and answers both what the skill does and when to use it with a clear, distinctive niche. No vague fluff or over-claims are present.

DimensionReasoningScore

Specificity

Names multiple concrete actions — "navigating pages, clicking elements, filling forms, capturing screenshots, managing tabs, or downloading content" — matching the multi-action anchor rather than the single-domain level 2.

3 / 3

Completeness

Explicitly states both what it does (browser automation via the AIPex MCP bridge) and when to use it ("Use this skill when the agent needs to control a Chrome browser..."), matching the level-3 anchor.

3 / 3

Trigger Term Quality

Covers natural terms users would actually say ("browser", "clicking elements", "filling forms", "screenshots", "tabs", "downloading content") with good variation, beyond the sparse level-2 example.

3 / 3

Distinctiveness Conflict Risk

The AIPex Chrome Extension via MCP bridge is a clear niche with distinct triggers, unlikely to conflict with unrelated skills.

3 / 3

Total

12

/

12

Passed

Validation

81%

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

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

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

Warning

Total

13

/

16

Passed

Repository
AIPexStudio/AIPex
Reviewed

Table of Contents

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