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zenrows

ZenRows integration. Manage data, records, and automate workflows. Use when the user wants to interact with ZenRows data.

49

Quality

54%

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 ./skills/zenrows/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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 body is a well-structured, actionable guide with concrete CLI commands and a clear connection/execution workflow supported by state-polling validation. Its main weakness is introductory and commentary padding that competes with the token budget.

Suggestions

Trim the opening paragraph explaining what ZenRows is and who uses it; Claude already knows scraping APIs.

Remove commentary like "so you can focus on the integration logic rather than auth plumbing" that adds no executable value.

Standardize on either `membrane` or `npx @membranehq/cli` consistently across examples to avoid invocation ambiguity.

DimensionReasoningScore

Conciseness

The body is mostly efficient but includes unnecessary padding — the intro explaining what ZenRows is and who uses it, plus "so you can focus on the integration logic rather than auth plumbing" — that Claude does not need.

3 / 5

Actionability

It provides concrete, copy-paste-ready commands (install, login, connection ensure, action list/run, request) with a flags table, with only minor gaps such as unresolved placeholders and mixed npx/membrane invocations.

4 / 5

Workflow Clarity

The install → login → ensure → poll → search → run sequence is clear and includes validation via state polling (READY/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR) with a re-poll feedback loop after user action.

4 / 5

Progressive Disclosure

No bundle files are present; the single SKILL.md is well-organized with clear section headers and no nested references, though at ~150 lines it exceeds the simple-skill threshold that would warrant a 5.

4 / 5

Total

15

/

20

Passed

Description

41%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 correctly signals a specific product and includes a Use-when trigger, but it describes the skill with generic data-management verbs rather than the concrete scraping actions ZenRows performs. Adding explicit scrape/extract language would sharpen both specificity and trigger terms.

Suggestions

Replace "Manage data, records, and automate workflows" with concrete actions, e.g. "Scrape web pages, bypass anti-bot protections, render JavaScript, and take screenshots."

Add natural trigger terms users say, e.g. "Use when the user wants to scrape a website, extract web data, or bypass anti-bot protections."

DimensionReasoningScore

Specificity

The description names the domain (ZenRows) but the actions — "Manage data, records, and automate workflows" — are generic, with no concrete scraping actions stated.

2 / 5

Completeness

An explicit "Use when the user wants to interact with ZenRows data" clause is present, but the "what" is vague (manage/workflows) rather than concrete, so it falls below the both-clear level.

3 / 5

Trigger Term Quality

It uses generic keywords ("data", "records", "workflows") but misses the natural phrases a user would actually say, such as "scrape", "web scraping", or "extract web data".

2 / 5

Distinctiveness Conflict Risk

Naming the specific product ZenRows gives a clear niche and distinct triggers with minimal conflict risk, though the generic "manage data" verbs create minor overlap with other data skills.

4 / 5

Total

11

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
membranedev/application-skills
Reviewed

Table of Contents

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