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Review Scraper · gooseworks-ai | DecimalAI

databy gooseworks-ai

Review Scraper

gooseworks-ai/review-scraper

Source gooseworks-ai/goose-skills ↗License MIT

Scrape product reviews from G2, Capterra, and Trustpilot using Apify. Single script with platform dispatch.

SkillScore91Maintained

Automatic

Data Engineer pack

Last verified 8/16/2026

What it changes

Passed 18 of 20 test cases with the skill, and 5 of 20 without it.

Without skill27%

With skill91%

Checks it passed that the model alone missed

Passes --days 30 to filter by date.
Passes --max-reviews 100 to the script.
Passes --platform capterra to the script.

and 17 more in the full report

14 fixed6 passed either way2 still failing0 broke

Pass-rate lift: +64 pp
Tokens: -26%
Agent turns: 0%
Response time: -64%

Model gemini-3.6-flashMeasured 8/16/2026v120 of 22 cases passed with skill · 20 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-review-scraper/SKILL.md https://app.decimal.ai/s/gooseworks-ai-review-scraper/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gooseworks-ai-review-scraper, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/gooseworks-ai-review-scraper/ and pins it in .decimal/skills.lock

decimalai skills add gooseworks-ai-review-scraper

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-review-scraper/SKILL.md https://app.decimal.ai/s/gooseworks-ai-review-scraper/SKILL.md

Raw file: /s/gooseworks-ai-review-scraper/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-review-scraper.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 14

Prompt

What environment variable name does the review scraper utility read by default to authenticate against Apify?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies APIFY_API_TOKEN as the environment variable.	Missed	Passed

case-17 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md65 lines2 filesincludes scripts

Review Scraper

Scrape product reviews from G2, Capterra, and Trustpilot using platform-specific Apify actors.

Quick Start

Requires APIFY_API_TOKEN env var (or --token flag). Install dependency: pip install requests.

# Trustpilot reviews
python3 skills/review-scraper/scripts/scrape_reviews.py \
  --platform trustpilot \
  --url "https://www.trustpilot.com/review/example.com" \
  --max-reviews 10 --output summary

# G2 reviews with keyword filter
python3 skills/review-scraper/scripts/scrape_reviews.py \
  --platform g2 \
  --url "https://www.g2.com/products/example/reviews" \
  --keywords "pricing,support"

# Capterra reviews
python3 skills/review-scraper/scripts/scrape_reviews.py \
  --platform capterra \
  --url "https://www.capterra.com/p/12345/Example"

Supported Platforms

Platform	Actor	Cost
G2	`zen-studio/g2-reviews-scraper`	Free tier available
Capterra	`imadjourney/capterra-reviews-scraper`	Pay-per-result
Trustpilot	`agents/trustpilot-reviews`	~$0.20/1k reviews

CLI Reference

Flag	Default	Description
`--platform`	required	`g2`, `capterra`, or `trustpilot`

Track record

Benchmark

18 / 20

test cases passed, vs 5 / 20 without

Adoption

Users: 1
Times used: 12

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

gooseworks-ai / goose-skills

skills/monitoring/capabilities/review-scraper/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

gooseworks-ai/review-site-scraperScrape 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.Near-identical description+52 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Review Scraper

Quick Start

Supported Platforms

CLI Reference

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills