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go-rod-master

Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.

59

Quality

70%

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

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/go-rod-master/SKILL.md

The canonical home for this skill is go-rod-master in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

75%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.

The content is highly actionable with comprehensive executable Go examples and clear organization. It is somewhat verbose with some repetition, and progressive disclosure could be improved by making the referenced examples/ directory actually exist.

Suggestions

Deduplicate waiting-strategies content between the 'Auto-Wait' section and section 5 to reduce length.

Either add the referenced examples/ directory with the listed Go files, or remove the examples/ reference to avoid a dangling pointer.

Add an explicit validate->fix->retry checkpoint for batch/destructive operations like the PagePool and HijackRequests flows.

DimensionReasoningScore

Conciseness

Mostly efficient with useful code, but the ~540-line body repeats some material (waiting strategies appear in both Auto-Wait and section 5; stealth restated) and could be tightened.

3 / 5

Actionability

Provides numerous copy-paste-ready, executable Go code blocks covering browser lifecycle, stealth pages, hijacking, input, and page pooling across both Must and error patterns.

5 / 5

Workflow Clarity

Numbered implementation guidelines (1-12) are clearly sequenced and Common Pitfalls provides problem->solution feedback, but explicit validate->fix->retry checkpoints for batch/destructive ops are absent.

4 / 5

Progressive Disclosure

Well-structured sections with one clearly signaled one-level reference (references/api-reference.md, a real file), though the referenced examples/ directory is not present in the bundle and bulk API content remains inline.

4 / 5

Total

16

/

20

Passed

Description

65%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.

The description is specific and distinct, naming go-rod, CDP, and stealth anti-bot detection clearly. Its main weakness is the absence of an explicit 'Use when...' trigger clause, which caps completeness.

Suggestions

Add an explicit 'Use when...' clause, e.g. 'Use when scraping, automating, or testing websites with Go, or when the user mentions go-rod, headless Chrome, stealth, or anti-bot detection.'

Replace the abstract framing ('Comprehensive guide for') with concrete action verbs (e.g. 'Automate browsers, scrape web pages, and evade bot detection with go-rod').

DimensionReasoningScore

Specificity

Names the domain and several concrete capabilities ('browser automation', 'web scraping', 'stealth anti-bot-detection patterns') but is framed as a 'guide' rather than enumerating comprehensive action verbs.

4 / 5

Completeness

Has a clear 'what' but no 'Use when...' trigger clause; per the rubric guideline, a missing explicit trigger guidance caps completeness at 3.

3 / 5

Trigger Term Quality

Good natural keyword coverage ('browser automation', 'web scraping', 'go-rod', 'stealth', 'anti-bot-detection') that users would actually say, though a few synonyms (crawl, headless Chrome) are absent.

4 / 5

Distinctiveness Conflict Risk

Names a specific niche (go-rod via Chrome DevTools Protocol) with distinct stealth/anti-bot triggers, giving minimal conflict risk with other skills.

5 / 5

Total

16

/

20

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (546 lines); consider splitting into references/ and linking

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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