{"id":"17738290-852a-46ef-81b0-9008e17198fc","shortId":"W8PnMe","kind":"skill","title":"Product Review Sentiment Aggregator","tagline":"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.","description":"# Product Review Sentiment Aggregator\n\nCollects 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.\n\n## Installation\n\nNo source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.\n\n- Source: https://agentskillexchange.com/skills/product-review-sentiment-aggregator/\n\n## Source\n\n- [Agent Skill Exchange](https://agentskillexchange.com/skills/product-review-sentiment-aggregator/)","tags":["product","review","sentiment","aggregator","skills","agentskillexchange","agent-skills","ai-agents","ai-tools","awesome-list","claude-code","codex"],"capabilities":["skill","source-agentskillexchange","skill-product-review-sentiment-aggregator","topic-agent-skills","topic-ai-agents","topic-ai-tools","topic-awesome-list","topic-claude-code","topic-codex","topic-cursor","topic-llm","topic-mcp","topic-npx-skills","topic-openclaw","topic-skills-catalog"],"categories":["skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/agentskillexchange/skills/product-review-sentiment-aggregator","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add agentskillexchange/skills","source_repo":"https://github.com/agentskillexchange/skills","install_from":"skills.sh"}},"qualityScore":"0.454","qualityRationale":"deterministic score 0.45 from registry signals: · indexed on github topic:agent-skills · 8 github stars · SKILL.md body (624 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T19:11:52.882Z","embedding":null,"createdAt":"2026-05-18T13:18:32.856Z","updatedAt":"2026-05-18T19:11:52.882Z","lastSeenAt":"2026-05-18T19:11:52.882Z","tsv":"'/skills/product-review-sentiment-aggregator/':101 '/skills/product-review-sentiment-aggregator/)':108 'agent':103 'agentskillexchange.com':100,107 'agentskillexchange.com/skills/product-review-sentiment-aggregator/':99 'agentskillexchange.com/skills/product-review-sentiment-aggregator/)':106 'aggreg':4,40 'amazon':11,47 'analysi':27,63 'analyz':7,43 'api':13,49 'aspect':24,60 'aspect-bas':23,59 'automat':85 'back':77 'base':25,61 'collect':5,41 'comparison':36,72 'competit':35,71 'could':82 'exchang':105 'extract':29,65,84 'featur':31,67 'feature-level':30,66 'googl':15,51 'instal':73,78 'instruct':81 'level':32,68 'ner':21,57 'opinion':33,69 'product':1,8,12,37,44,48 'project':89 'review':2,9,38,45,86 'run':91 'sensit':96 'sentiment':3,26,39,62 'serpapi':18,54 'shop':16,52 'skill':93,104 'skill-product-review-sentiment-aggregator' 'sourc':76,98,102 'source-agentskillexchange' 'source-back':75 'spaci':20,56 'topic-agent-skills' 'topic-ai-agents' 'topic-ai-tools' 'topic-awesome-list' 'topic-claude-code' 'topic-codex' 'topic-cursor' 'topic-llm' 'topic-mcp' 'topic-npx-skills' 'topic-openclaw' 'topic-skills-catalog' 'upstream':88 'usag':80 'use':19,55 'via':17,53 'workflow':97","prices":[{"id":"0d2f1010-fe05-4a82-b278-e551ef2e7beb","listingId":"17738290-852a-46ef-81b0-9008e17198fc","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"skill-free","isPrimary":true,"details":{"org":"agentskillexchange","category":"skills","install_from":"skills.sh"},"createdAt":"2026-05-18T13:18:32.856Z"}],"sources":[{"listingId":"17738290-852a-46ef-81b0-9008e17198fc","source":"github","sourceId":"agentskillexchange/skills/product-review-sentiment-aggregator","sourceUrl":"https://github.com/agentskillexchange/skills/tree/main/skills/product-review-sentiment-aggregator","isPrimary":false,"firstSeenAt":"2026-05-18T13:18:32.856Z","lastSeenAt":"2026-05-18T19:11:52.882Z"}],"details":{"listingId":"17738290-852a-46ef-81b0-9008e17198fc","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"org":"agentskillexchange","slug":"product-review-sentiment-aggregator","github":{"repo":"agentskillexchange/skills","stars":8,"topics":["agent-skills","ai-agents","ai-tools","awesome-list","claude-code","codex","cursor","llm","mcp","npx-skills","openclaw","skills-catalog"],"license":"mit","html_url":"https://github.com/agentskillexchange/skills","pushed_at":"2026-05-18T19:02:17Z","description":"The open catalog of AI agent skills — 2,000+ security-scanned skills for Claude Code, Cursor, Codex, and more.","skill_md_sha":"f2705629d25ebf65d684075690517eef149c78bc","skill_md_path":"skills/product-review-sentiment-aggregator/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/agentskillexchange/skills/tree/main/skills/product-review-sentiment-aggregator"},"layout":"multi","source":"github","category":"skills","frontmatter":{"name":"Product Review Sentiment Aggregator","description":"Collects and analyzes product reviews from Amazon Product API and Google Shopping via SerpAPI. 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