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ClaudSkills / Product / product-misc

Product Review Sentiment Aggregator

Category: Product  ·  Sub-category: product-misc  ·  Last updated:
type:review
Collects and analyzes product reviews from Amazon Product API and Google Shopping via SerpAPI. Uses spaCy NER and aspect-based sentiment analysis to extract feature-level opinions and competitive comparisons.

About this skill (catalog notes)

Product Review Sentiment Aggregator includes a dedicated installation section.

Source
agentskillexchange.com/skills/product-review-sentiment-aggre…
Indexed lastmod
Catalog position
Product · product-misc
Indexed related skills
10

How Product Review Sentiment Aggregator fits the catalog

Product Review Sentiment Aggregator sits in the Product category under the product-misc sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Collects and analyzes product reviews from Amazon Product API and Google Shopping via SerpAPI. Uses spaCy NER and aspect-based sentiment analysis to extract feature-level opinions and competitive comparisons.

What this skill does

Product Review Sentiment Aggregator is a community-contributed Claude Code skill in the product-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/product-review-sentiment-aggregator/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Product Review Sentiment Aggregator Claude Code skill is built for product managers, product designers, and cross-functional teams planning, shipping, and measuring product features. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 117,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/product-review-sentiment-aggregator
curl -L https://claudskills.com/skills/product-review-sentiment-aggregator/SKILL.md \
  -o ~/.claude/skills/product-review-sentiment-aggregator/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/product-review-sentiment-aggregator/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/product-review-sentiment-aggregator/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\product-review-sentiment-aggregator\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Product Review Sentiment Aggregator Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/product-review-sentiment-aggregator/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Product Review Sentiment Aggregator skill do?
Collects and analyzes product reviews from Amazon Product API and Google Shopping via SerpAPI. Uses spaCy NER and aspect-based sentiment analysis to extract feature-level opinions and competitive comparisons.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Product Review Sentiment Aggregator skill?
Use Product Review Sentiment Aggregator when your Claude Code task falls under the Product category — specifically in the product misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Product Review Sentiment Aggregator" or describe the task and let Claude pick). Browse related skills at /category/product/.
What is a Claude Code skill and how does the Product Review Sentiment Aggregator skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Product Review Sentiment Aggregator is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Product category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Product Review Sentiment Aggregator [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/product-review-sentiment-aggregator/
BibTeX
@misc{product-review-sentiment-aggregator-2026,
  author    = {ClaudSkills},
  title     = {Product Review Sentiment Aggregator [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/product-review-sentiment-aggregator/}
}

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