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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.

57

Quality

67%

Does it follow best practices?

Run evals on this skill

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/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

65%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 executable Go examples but is verbose for a SKILL.md overview, lacks validation checkpoints in batch workflows, and references an examples/ directory and several files that do not exist.

Suggestions

Trim explanatory prose that restates concepts Claude already knows (e.g., the CDP overview and per-evasion descriptions) to improve token efficiency.

Add a verification/checkpoint step to the Concurrent Page Pool workflow (e.g., validate page load status and handle errors per page) since it is a batch operation.

Create the referenced examples/*.go files or remove the examples/ references, and fix or remove broken external links (e.g., nichochar/... paths) so navigation is trustworthy.

DimensionReasoningScore

Conciseness

Mostly efficient code examples, but prose sections restate concepts Claude already knows (CDP fundamentals, per-evasion explanations) and the Best Practices/Pitfalls sections restate guidance, so it could be tightened.

3 / 5

Actionability

Provides fully executable, copy-paste Go examples covering common cases in both Must and error-returning variants, with specific imports and method calls.

5 / 5

Workflow Clarity

Capability sections are well-numbered, but they read as feature catalogs rather than guided workflows, and the batch Concurrent Page Pool section has no validation/verification checkpoint, which caps workflow clarity at 3.

3 / 5

Progressive Disclosure

Good section structure and one real, well-signaled one-level reference (references/api-reference.md), but the 545-line body inlines large capability docs that belong in reference files and points to a nonexistent examples/ directory with four missing files plus broken external links.

3 / 5

Total

14

/

20

Passed

Description

70%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 clearly communicates the skill's niche and concrete capabilities with strong trigger terms, but it omits an explicit 'Use when...' trigger clause, which the rubric caps at completeness 3. Distinctiveness is excellent.

Suggestions

Add an explicit 'Use when...' clause listing concrete user triggers (e.g., scraping/automating a website in Go, needing a headless browser for SPAs, avoiding Cloudflare or bot detection).

Include natural synonyms users say, such as 'headless browser', 'CDP', and 'Go scraping', to broaden trigger coverage.

Lead with concrete action verbs ('Automate browsers, scrape web content, evade bot detection') instead of 'Comprehensive guide for...'.

DimensionReasoningScore

Specificity

Names the domain (browser automation, web scraping with go-rod/CDP) and a concrete capability area (stealth anti-bot-detection), cataloging several capabilities; falls just short of explicit multi-action verb coverage.

4 / 5

Completeness

Clearly states what the skill covers but lacks any explicit 'Use when...' trigger guidance; per the rubric a missing trigger clause caps completeness at 3.

3 / 5

Trigger Term Quality

Includes natural user terms like 'browser automation', 'web scraping', 'stealth', and 'anti-bot-detection', but omits common synonyms such as 'headless browser' and a file/tech marker beyond 'CDP'.

4 / 5

Distinctiveness Conflict Risk

Targets a clear niche (go-rod + stealth in Go with CDP) with distinct triggers and minimal overlap risk against unrelated 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

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