CtrlK
BlogDocsLog inGet started
Tessl Logo

review-scraper

Scrape product reviews from G2, Capterra, and Trustpilot using Apify. Single script with platform dispatch. Use when you need to monitor competitor reviews, track product sentiment, or gather customer feedback from review sites.

70

Quality

86%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

72%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A lean, actionable reference dominated by executable commands and tables, well-organized with a single one-level reference to its script. It loses points for a batch external operation that lacks any validation or failure-recovery guidance, and for minor duplication that could be trimmed.

Suggestions

Add a brief failure/validation note for the Apify run: how to interpret non-zero exit codes or empty results, and when to retry vs. inspect the run logs.

Drop the redundant opening sentence that repeats the frontmatter description, or replace it with a detail not already stated there.

Consolidate the three near-identical Quick Start invocations into one example plus a short table of platform/flag variations to reduce repetition.

DimensionReasoningScore

Conciseness

The body is mostly tables and copy-paste commands with no explanation of concepts Claude already knows, but the opening line restates the frontmatter description and the three Quick Start examples repeat the full invocation with only one flag varying, so it could be tightened.

2 / 3

Actionability

Provides fully executable commands with concrete URLs and flags, a complete CLI reference table with defaults, and a normalized output schema — copy-paste ready guidance.

3 / 3

Workflow Clarity

The single-action flow is unambiguous, but this is a batch operation against a paid external service with no validation, failure-recovery, or cost/rate-limit guidance, which caps workflow clarity at 2 per the batch-operations guideline.

2 / 3

Progressive Disclosure

Content is organized into clearly labeled sections (Quick Start, Supported Platforms, CLI Reference, Output Schema) and references a single real bundle file (scripts/scrape_reviews.py) one level deep, appropriate for a compact skill.

3 / 3

Total

10

/

12

Passed

Description

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.

A tight, third-person description that states concrete capabilities and gives an explicit "Use when" trigger covering several natural user phrasings. It is distinct and unlikely to be invoked for the wrong skill.

DimensionReasoningScore

Specificity

Names multiple concrete actions and targets: "Scrape product reviews from G2, Capterra, and Trustpilot using Apify" plus "Single script with platform dispatch," matching the anchor that lists several specific concrete actions.

3 / 3

Completeness

Explicitly answers both what (scrape reviews from named platforms via Apify) and when via the "Use when you need to monitor competitor reviews, track product sentiment, or gather customer feedback" clause.

3 / 3

Trigger Term Quality

Natural user-facing terms appear throughout — "competitor reviews," "product sentiment," "customer feedback," "review sites," and the three platform names — giving good coverage of phrasings a user would actually say.

3 / 3

Distinctiveness Conflict Risk

The niche is narrow and named (review scraping from G2/Capterra/Trustpilot via Apify) with distinct triggers, making overlap with other skills unlikely.

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
gooseworks-ai/goose-skills
Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.