Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automation, and JavaScript debugging.
100
Quality
100%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Risky
Do not use without reviewing
Quality
Discovery
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.
This is a well-crafted skill description that excels across all dimensions. It uses third person voice correctly, lists specific concrete capabilities, includes natural trigger terms users would actually say, and clearly distinguishes itself through the Puppeteer/browser automation focus. The 'Use for...' clause effectively communicates when Claude should select this skill.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automation, and JavaScript debugging' - these are all distinct, actionable capabilities. | 3 / 3 |
Completeness | Clearly answers both what ('Browser automation, debugging, and performance analysis using Puppeteer CLI scripts') and when ('Use for automating browsers, taking screenshots...' provides explicit trigger guidance). | 3 / 3 |
Trigger Term Quality | Includes natural keywords users would say: 'screenshots', 'web scraping', 'form automation', 'performance', 'network traffic', 'debugging', 'Puppeteer'. These cover common user vocabulary for browser automation tasks. | 3 / 3 |
Distinctiveness Conflict Risk | Clearly scoped to Puppeteer-based browser automation with specific triggers like 'Puppeteer', 'browser automation', 'screenshots', 'web scraping'. The tool-specific mention (Puppeteer) and browser-focused actions create a distinct niche unlikely to conflict with general scripting or other automation skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
100%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is an exemplary skill file that demonstrates excellent technical writing. It provides immediate actionability with the Quick Start section, maintains token efficiency by avoiding unnecessary explanations, and offers clear progressive disclosure to detailed references. The troubleshooting section with specific error messages and fixes is particularly well-crafted.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is lean and efficient, providing only necessary information without explaining concepts Claude already knows. Installation steps are platform-specific and justified, code examples are minimal but complete. | 3 / 3 |
Actionability | Provides fully executable commands throughout with copy-paste ready examples. Every workflow includes concrete bash commands with expected JSON output formats clearly shown. | 3 / 3 |
Workflow Clarity | Multi-step processes are clearly sequenced (installation steps, command chaining with --close false). Troubleshooting section provides explicit error-to-fix mappings. The 'Test' step after installation serves as validation. | 3 / 3 |
Progressive Disclosure | Excellent structure with quick start at top, then progressive depth. References to detailed docs (scripts/README.md, references/*.md) are one level deep and clearly signaled with descriptive links. | 3 / 3 |
Total | 12 / 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.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
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Table of Contents
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