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.

Quality

92%

Does it follow best practices?

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Securityby

High

Do not use without reviewing

Quality

Content

92%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, actionable skill body with clear sequencing, validation checkpoints, and appropriate deferral of detail to a real reference file. Only minor conciseness gains are available from deduplicating editor configs and the verification note.

Suggestions

Collapse the five near-identical editor MCP config blocks into one canonical snippet plus a compact per-editor filename table to reduce repetition.

Reference the troubleshooting row for the 'only check_aipex_connection visible' symptom from Step 2 instead of restating the recovery steps inline.

Dimension	Reasoning	Score
Conciseness	Efficient overview with tables, config snippets, and workflows assuming Claude's competence; minor trim opportunities exist (near-duplicate MCP config blocks across editors and a verification note repeated in Step 2 and Troubleshooting).	4 / 5
Actionability	Provides copy-paste-ready MCP config snippets, an exact CLI command, and concrete tool-call patterns with real signatures covering common navigation/form/extraction cases.	5 / 5
Workflow Clarity	The two-step connection process is clearly sequenced with an explicit validation checkpoint and recovery guidance ('If only check_aipex_connection is visible ... follow Step 2 again'), plus a prioritized tool strategy and troubleshooting error-recovery table.	5 / 5
Progressive Disclosure	The body is a concise overview that defers full tool schemas to a clearly signaled one-level-deep reference (read_skill_reference('aipex-browser', 'references/tools-reference.md')), which exists in the bundle.	5 / 5
	Total	19 / 20 Passed

Description

92%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, concrete description that answers both what and when with a clear, distinctive niche. Trigger term coverage is good but slightly reliant on a single enumerated action list rather than diverse user phrasings.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions ('navigating pages, clicking elements, filling forms, capturing screenshots, managing tabs, or downloading content'), matching the comprehensive-coverage anchor.	5 / 5
Completeness	Explicitly states what it does ('AI-powered browser automation ... via MCP bridge') and when to use it ('Use this skill when the agent needs to control a Chrome browser ...'), satisfying both with concrete trigger phrases.	5 / 5
Trigger Term Quality	Strong natural keywords ('control a Chrome browser', 'filling forms', 'capturing screenshots') with good coverage, but relies mostly on one action list rather than varied user-side synonyms, so it sits below the comprehensive anchor.	4 / 5
Distinctiveness Conflict Risk	Tied to a distinct niche (the AIPex Chrome Extension via MCP bridge) with specific triggers, giving minimal overlap risk with other skills.	5 / 5
	Total	19 / 20 Passed

Validation

81%

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 — 13 / 16 Passed

Validation for skill structure

Criteria	Description	Result
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
Path: skill/SKILL.md
Commit: 8726844

Reviewed: 6 days ago

Table of Contents

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