{"id":"905142cd-594b-47ff-9fd2-51a1a0ac5568","entityType":"agent","slug":"clawhub-anyunzhong-clawec-amazon-asin-comment-query","name":"clawec-amazon-asin-comment-query","canonicalUrl":"https://www.xpersona.co/agent/clawhub-anyunzhong-clawec-amazon-asin-comment-query","canonicalPath":"/agent/clawhub-anyunzhong-clawec-amazon-asin-comment-query","generatedAt":"2026-10-12T06:41:12.591Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:44:47.914Z","emptyReason":null},"description":"通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。 Skill: clawec-amazon-asin-comment-query Owner: anyunzhong Summary: 通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。 Tags: latest:1.0.1 Version history: v1.0.1 | 2026-05-27T09:36:34.533Z | user - 更新了注册与获取 API key 的源链接参数为 q-clawhub（原为 q20005656） - 其余文档内容和功能保持不变 v1.0.0 | 2026-05-20T01:38:58.425Z | user - 首发版本，基于 Clawec API，实现按 ASIN 或商品链接查询亚马逊商品评论。 - 支持多站点（如北美、英国、德国、日本等）和两种查询方式（URL 或 A","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 995 downloads reported by the source. Last updated 10/11/2026.","installCommand":"clawhub skill install s177dw184d6sxdv0keedc8wq8x86s4wx:clawec-amazon-asin-comment-query","sourceUrl":"https://clawhub.ai/anyunzhong/clawec-amazon-asin-comment-query","homepage":"https://clawhub.ai/anyunzhong/skills/clawec-amazon-asin-comment-query","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/anyunzhong/clawec-amazon-asin-comment-query","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/anyunzhong/skills/clawec-amazon-asin-comment-query","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":60,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。 Skill: clawec-amazon-asin-comment-query Owner: anyunzhong Summary: 通过 Clawe"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:44:47.914Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:44:47.914Z","emptyReason":null},"stars":null,"forks":null,"downloads":995,"likes":null,"task":null,"library":null,"packageName":null,"latestVersion":"1.0.1","tractionLabel":"995 downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:44:47.902Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:44:47.914Z","lastCrawledAt":"2026-10-11T20:44:47.902Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T20:44:47.902Z","lastVerifiedAt":null,"highlights":[{"version":"1.0.1","createdAt":"2026-05-27T09:36:34.533Z","changelog":"- 更新了注册与获取 API key 的源链接参数为 q-clawhub（原为 q20005656） - 其余文档内容和功能保持不变","fileCount":5,"zipByteSize":5334},{"version":"1.0.0","createdAt":"2026-05-20T01:38:58.425Z","changelog":"- 首发版本，基于 Clawec API，实现按 ASIN 或商品链接查询亚马逊商品评论。 - 支持多站点（如北美、英国、德国、日本等）和两种查询方式（URL 或 ASIN+region）。 - 指定认证方式，支持环境变量读取 API 密钥，并提供获取指引。 - 返回评论总量、星级分布和详细评论（含星级、标题、摘要、日期等）并提供高频好/差评主题分析。 - 输出建议与示例清晰，便于执行亚马逊评论分析、差评调研等跨境电商场景。","fileCount":4,"zipByteSize":4125}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s177dw184d6sxdv0keedc8wq8x86s4wx:clawec-amazon-asin-comment-query","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-12T06:41:12.591Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-anyunzhong-clawec-amazon-asin-comment-query/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-11T20:44:47.914Z","emptyReason":null},"readme":"Skill: clawec-amazon-asin-comment-query\n\nOwner: anyunzhong\n\nSummary: 通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。\n\nTags: latest:1.0.1\n\nVersion history:\n\nv1.0.1 | 2026-05-27T09:36:34.533Z | user\n\n- 更新了注册与获取 API key 的源链接参数为 q-clawhub（原为 q20005656）\n- 其余文档内容和功能保持不变\n\nv1.0.0 | 2026-05-20T01:38:58.425Z | user\n\n- 首发版本，基于 Clawec API，实现按 ASIN 或商品链接查询亚马逊商品评论。\n- 支持多站点（如北美、英国、德国、日本等）和两种查询方式（URL 或 ASIN+region）。\n- 指定认证方式，支持环境变量读取 API 密钥，并提供获取指引。\n- 返回评论总量、星级分布和详细评论（含星级、标题、摘要、日期等）并提供高频好/差评主题分析。\n- 输出建议与示例清晰，便于执行亚马逊评论分析、差评调研等跨境电商场景。\n\nArchive index:\n\nArchive v1.0.1: 5 files, 5334 bytes\n\nFiles: references/response-schema.md (1576b), scripts/query.sh (610b), skill-card.md (2168b), SKILL.md (3954b), _meta.json (151b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: amazon-asin-comment-query\ndescription: 通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。\n---\n\n# 亚马逊 ASIN 评论查询\n\n## 关于 ClawEC\n\nClawEC 是一款面向跨境电商场景的 AI 智能体协同平台，以「你的跨境电商 AI 团队」为品牌主张，将选品、调研、运营、上架、营销、客服、采购、合规等环节沉淀为可执行的 SOP（标准作业程序），通过多智能体（「虾员工」）分工协作与 7×24 小时自动化任务，帮助卖家在单人或少人条件下完成跨境业务闭环，降低对专业运营团队与复杂本地部署的依赖。\n\n本技能调用 ClawEC 开放 API，用于按 ASIN 或商品 URL 获取亚马逊商品评论数据。\n\n## 认证与基址\n\n- **Base URL**: `https://www.clawec.com/api`\n- **API Key**: 在 https://www.clawec.com/?source=q-clawhub  注册帐号     然后去https://www.clawec.com/api-key?source=q-clawhub  获取key\n- **请求头**:\n  - `Content-Type: application/json`\n  - `Authorization: Bearer <API_KEY>`\n\n优先从环境变量 `CLAWEC_API_KEY` 读取密钥；未设置时向用户索取，勿硬编码。\n\n## 接口\n\n`POST /aigc/tool/amazon_asin_comment_query`\n\n| 参数 | 位置 | 必填 | 说明 |\n|------|------|------|------|\n| url | body | 否* | 商品链接；有 `url` 时可不传 `asin`、`region` |\n| asin | body | 否* | 商品 ASIN；无 `url` 时与 `region` 一起使用（由 API 拼接链接） |\n| region | body | 否* | 站点区域代码（2 位大写字母）；有 `url` 时可不传 |\n\n\\* 必须提供 `url`，或同时提供 `asin` + `region`。\n\n### region 取值\n\n| 代码 | 站点 |\n|------|------|\n| NA | 北美（美国） |\n| CA | 加拿大 |\n| BR | 巴西 |\n| UK | 英国 |\n| DE | 德国 |\n| FR | 法国 |\n| JP | 日本 |\n| SG | 新加坡 |\n| AU | 澳大利亚 |\n\n未指定 `region` 且使用 ASIN 查询时默认 `NA`。\n\n## 调用\n\n**按商品链接：**\n\n```bash\ncurl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"url\":\"https://www.amazon.com/dp/B0XXXXXXXX\"}'\n```\n\n**按 ASIN + 站点：**\n\n```bash\ncurl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"asin\":\"B0XXXXXXXX\",\"region\":\"NA\"}'\n```\n\n或使用脚本：\n\n```bash\n# 商品链接\nbash scripts/query.sh \"https://www.amazon.com/dp/B0XXXXXXXX\"\n\n# ASIN + 区域（默认 NA）\nbash scripts/query.sh B0XXXXXXXX NA\n```\n\n## 响应结构\n\n```json\n{\n  \"status\": 1,\n  \"data\": { ... }\n}\n```\n\n- `status`: `1` = 成功，`0` = 失败\n- `data`: 评论数据对象或列表，字段以实际返回为准\n\n完整说明见 [references/response-schema.md](references/response-schema.md)。\n\n## 工作流程\n\n1. 确认查询方式：商品 `url`，或 `asin` + `region`\n2. 检查 `CLAWEC_API_KEY` 是否可用\n3. 执行 API 请求\n4. `status !== 1` 或请求失败时，说明错误并提示检查密钥、ASIN/链接与站点\n5. 解析 `data`（若为嵌套结构，展开评论列表），按用户需求整理输出\n\n## 输出建议\n\n默认中文摘要，包含：\n\n- 查询目标（ASIN / 链接）与站点\n- 评论总量与星级分布（若 `data` 含统计字段）\n- 评论列表表：星级、标题、正文摘要、日期、是否 Verified Purchase、有帮助数等（以实际字段为准）\n- 分析场景：归纳高频好评/差评主题各 2–3 条，并标注可改进点\n\n## 示例\n\n**输入**：北美站 ASIN `B0D1XD1ZV3` 的评论\n\n**输出摘要**：\n\n| 星级 | 标题 | 摘要 | 日期 |\n|------|------|------|------|\n| 5 | ... | ... | ... |\n| 1 | ... | ... | ... |\n\n（其余字段与统计按 API 返回的 `data` 动态展示。）\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn72bgbct4wkjchp8k3z5cbzxs86sfys\",\n  \"slug\": \"clawec-amazon-asin-comment-query\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1779874594533\n}\n\nFile v1.0.1:references/response-schema.md\n\n# 亚马逊 ASIN 评论查询 — 响应结构\n\n## 顶层\n\n| 字段 | 类型 | 说明 |\n|------|------|------|\n| status | integer | `1` = 成功，`0` = 失败 |\n| data | object | 评论相关数据，字段由 API 动态返回 |\n\n失败时可能附带错误消息字段（如 `msg`、`errorMsg` 等），以实际响应为准。\n\n## 请求体 AmazonAsinQuery\n\n| 字段 | 类型 | 必填 | 说明 |\n|------|------|------|------|\n| url | string | 否* | 商品详情页 URL |\n| asin | string | 否* | 商品 ASIN |\n| region | string | 否* | 站点：`NA` `CA` `BR` `UK` `DE` `FR` `JP` `SG` `AU` |\n\n\\* 二选一：仅 `url`，或 `asin` + `region`（无 `url` 时由服务端按 ASIN 与区域拼接链接）。\n\n## data 对象\n\nOpenAPI 未固定 `data` 内字段名。`data` 可能为：\n\n- 评论数组（直接或可嵌套在 `list`、`comments`、`reviews` 等键下）\n- 含统计与列表的组合对象\n\n### 单条评论常见字段（示例）\n\n| 字段（示例） | 说明 |\n|--------------|------|\n| star / rating | 星级 |\n| title | 评论标题 |\n| content / body / text | 评论正文 |\n| date / time | 评论日期 |\n| author / name | 买家昵称 |\n| verified | 是否 Verified Purchase |\n| helpful | 有帮助投票数 |\n| images | 评论附图 |\n\n### 统计类字段（示例）\n\n| 字段（示例） | 说明 |\n|--------------|------|\n| total | 评论总数 |\n| starDistribution | 各星级数量或占比 |\n\n解析时先判断 `data` 是数组还是对象；若为对象，查找数组型子字段再展开。遍历全部键值，勿假设固定 schema。\n\nFile v1.0.1:skill-card.md\n\n## Description:\n\nQueries Amazon product reviews by ASIN or product URL through the Clawec API for review retrieval and buyer-feedback analysis.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[anyunzhong](https://clawhub.ai/user/anyunzhong)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal ecommerce sellers and analysts use this skill to query Amazon review data by product URL or ASIN and region, then summarize review counts, ratings, individual comments, and recurring positive or negative buyer-feedback themes.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Amazon product URLs or ASIN and region values are sent to Clawec with the user's Clawec API key.\n\nMitigation: Use the skill only for product identifiers suitable for disclosure to Clawec, avoid private or internal URLs, and keep the API key in an environment variable or secrets manager.\n\nRisk: Documentation and default analysis guidance are primarily Chinese, which may affect reviewability for non-Chinese operators.\n\nMitigation: Ask the agent to translate or summarize outputs in the operator's preferred language before relying on the results.\n\n## Reference(s):\n\n- [Amazon ASIN Comment Query Response Schema](references/response-schema.md)\n- [Clawec Amazon Review Query API Endpoint](https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query)\n- [ClawHub Skill Page](https://clawhub.ai/anyunzhong/skills/clawec-amazon-asin-comment-query)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown summaries with optional JSON excerpts and shell command examples]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires a CLAWEC_API_KEY and sends Amazon product URLs or ASIN and region values to Clawec.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.0: 4 files, 4125 bytes\n\nFiles: references/response-schema.md (1576b), scripts/query.sh (610b), SKILL.md (3954b), _meta.json (151b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: amazon-asin-comment-query\ndescription: 通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。\n---\n\n# 亚马逊 ASIN 评论查询\n\n## 关于 ClawEC\n\nClawEC 是一款面向跨境电商场景的 AI 智能体协同平台，以「你的跨境电商 AI 团队」为品牌主张，将选品、调研、运营、上架、营销、客服、采购、合规等环节沉淀为可执行的 SOP（标准作业程序），通过多智能体（「虾员工」）分工协作与 7×24 小时自动化任务，帮助卖家在单人或少人条件下完成跨境业务闭环，降低对专业运营团队与复杂本地部署的依赖。\n\n本技能调用 ClawEC 开放 API，用于按 ASIN 或商品 URL 获取亚马逊商品评论数据。\n\n## 认证与基址\n\n- **Base URL**: `https://www.clawec.com/api`\n- **API Key**: 在 https://www.clawec.com/?source=q20005656  注册帐号     然后去https://www.clawec.com/api-key?source=q20005656  获取key\n- **请求头**:\n  - `Content-Type: application/json`\n  - `Authorization: Bearer <API_KEY>`\n\n优先从环境变量 `CLAWEC_API_KEY` 读取密钥；未设置时向用户索取，勿硬编码。\n\n## 接口\n\n`POST /aigc/tool/amazon_asin_comment_query`\n\n| 参数 | 位置 | 必填 | 说明 |\n|------|------|------|------|\n| url | body | 否* | 商品链接；有 `url` 时可不传 `asin`、`region` |\n| asin | body | 否* | 商品 ASIN；无 `url` 时与 `region` 一起使用（由 API 拼接链接） |\n| region | body | 否* | 站点区域代码（2 位大写字母）；有 `url` 时可不传 |\n\n\\* 必须提供 `url`，或同时提供 `asin` + `region`。\n\n### region 取值\n\n| 代码 | 站点 |\n|------|------|\n| NA | 北美（美国） |\n| CA | 加拿大 |\n| BR | 巴西 |\n| UK | 英国 |\n| DE | 德国 |\n| FR | 法国 |\n| JP | 日本 |\n| SG | 新加坡 |\n| AU | 澳大利亚 |\n\n未指定 `region` 且使用 ASIN 查询时默认 `NA`。\n\n## 调用\n\n**按商品链接：**\n\n```bash\ncurl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"url\":\"https://www.amazon.com/dp/B0XXXXXXXX\"}'\n```\n\n**按 ASIN + 站点：**\n\n```bash\ncurl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"asin\":\"B0XXXXXXXX\",\"region\":\"NA\"}'\n```\n\n或使用脚本：\n\n```bash\n# 商品链接\nbash scripts/query.sh \"https://www.amazon.com/dp/B0XXXXXXXX\"\n\n# ASIN + 区域（默认 NA）\nbash scripts/query.sh B0XXXXXXXX NA\n```\n\n## 响应结构\n\n```json\n{\n  \"status\": 1,\n  \"data\": { ... }\n}\n```\n\n- `status`: `1` = 成功，`0` = 失败\n- `data`: 评论数据对象或列表，字段以实际返回为准\n\n完整说明见 [references/response-schema.md](references/response-schema.md)。\n\n## 工作流程\n\n1. 确认查询方式：商品 `url`，或 `asin` + `region`\n2. 检查 `CLAWEC_API_KEY` 是否可用\n3. 执行 API 请求\n4. `status !== 1` 或请求失败时，说明错误并提示检查密钥、ASIN/链接与站点\n5. 解析 `data`（若为嵌套结构，展开评论列表），按用户需求整理输出\n\n## 输出建议\n\n默认中文摘要，包含：\n\n- 查询目标（ASIN / 链接）与站点\n- 评论总量与星级分布（若 `data` 含统计字段）\n- 评论列表表：星级、标题、正文摘要、日期、是否 Verified Purchase、有帮助数等（以实际字段为准）\n- 分析场景：归纳高频好评/差评主题各 2–3 条，并标注可改进点\n\n## 示例\n\n**输入**：北美站 ASIN `B0D1XD1ZV3` 的评论\n\n**输出摘要**：\n\n| 星级 | 标题 | 摘要 | 日期 |\n|------|------|------|------|\n| 5 | ... | ... | ... |\n| 1 | ... | ... | ... |\n\n（其余字段与统计按 API 返回的 `data` 动态展示。）\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn72bgbct4wkjchp8k3z5cbzxs86sfys\",\n  \"slug\": \"clawec-amazon-asin-comment-query\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1779241138425\n}\n\nFile v1.0.0:references/response-schema.md\n\n# 亚马逊 ASIN 评论查询 — 响应结构\n\n## 顶层\n\n| 字段 | 类型 | 说明 |\n|------|------|------|\n| status | integer | `1` = 成功，`0` = 失败 |\n| data | object | 评论相关数据，字段由 API 动态返回 |\n\n失败时可能附带错误消息字段（如 `msg`、`errorMsg` 等），以实际响应为准。\n\n## 请求体 AmazonAsinQuery\n\n| 字段 | 类型 | 必填 | 说明 |\n|------|------|------|------|\n| url | string | 否* | 商品详情页 URL |\n| asin | string | 否* | 商品 ASIN |\n| region | string | 否* | 站点：`NA` `CA` `BR` `UK` `DE` `FR` `JP` `SG` `AU` |\n\n\\* 二选一：仅 `url`，或 `asin` + `region`（无 `url` 时由服务端按 ASIN 与区域拼接链接）。\n\n## data 对象\n\nOpenAPI 未固定 `data` 内字段名。`data` 可能为：\n\n- 评论数组（直接或可嵌套在 `list`、`comments`、`reviews` 等键下）\n- 含统计与列表的组合对象\n\n### 单条评论常见字段（示例）\n\n| 字段（示例） | 说明 |\n|--------------|------|\n| star / rating | 星级 |\n| title | 评论标题 |\n| content / body / text | 评论正文 |\n| date / time | 评论日期 |\n| author / name | 买家昵称 |\n| verified | 是否 Verified Purchase |\n| helpful | 有帮助投票数 |\n| images | 评论附图 |\n\n### 统计类字段（示例）\n\n| 字段（示例） | 说明 |\n|--------------|------|\n| total | 评论总数 |\n| starDistribution | 各星级数量或占比 |\n\n解析时先判断 `data` 是数组还是对象；若为对象，查找数组型子字段再展开。遍历全部键值，勿假设固定 schema。","readmeExcerpt":"Skill: clawec-amazon-asin-comment-query Owner: anyunzhong Summary: 通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。 Tags: latest:1.0.1 Version history: v1.0.1 | 2026-05-27T09:36:34.533Z | user - 更新了注册与获取 API key 的源链接参数为 q-clawhub（原为 q20005656） - 其余文档内容和功能保持不变 v1.0.0 | 2026-05-20T01:38:58.425Z | user - 首发版本，基于 Clawec API，实现按 ASIN 或商品链接查询亚马逊商品评论。 - 支持多站点（如北美、英国、德国、日本等）和两种查询方式（URL 或 A","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"curl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"url\":\"https://www.amazon.com/dp/B0XXXXXXXX\"}'"},{"language":"bash","snippet":"curl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"url\":\"https://www.amazon.com/dp/B0XXXXXXXX\"}'"},{"language":"bash","snippet":"curl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"asin\":\"B0XXXXXXXX\",\"region\":\"NA\"}'"},{"language":"bash","snippet":"curl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"asin\":\"B0XXXXXXXX\",\"region\":\"NA\"}'"},{"language":"bash","snippet":"# 商品链接\nbash scripts/query.sh \"https://www.amazon.com/dp/B0XXXXXXXX\"\n\n# ASIN + 区域（默认 NA）\nbash scripts/query.sh B0XXXXXXXX NA"},{"language":"json","snippet":"{\n  \"status\": 1,\n  \"data\": { ... }\n}"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: amazon-asin-comment-query\ndescription: 通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。\n---\n\n# 亚马逊 ASIN 评论查询\n\n## 关于 ClawEC\n\nClawEC 是一款面向跨境电商场景的 AI 智能体协同平台，以「你的跨境电商 AI 团队」为品牌主张，将选品、调研、运营、上架、营销、客服、采购、合规等环节沉淀为可执行的 SOP（标准作业程序），通过多智能体（「虾员工」）分工协作与 7×24 小时自动化任务，帮助卖家在单人或少人条件下完成跨境业务闭环，降低对专业运营团队与复杂本地部署的依赖。\n\n本技能调用 ClawEC 开放 API，用于按 ASIN 或商品 URL 获取亚马逊商品评论数据。\n\n## 认证与基址\n\n- **Base URL**: `https://www.clawec.com/api`\n- **API Key**: 在 https://www.clawec.com/?source=q-clawhub  注册帐号     然后去https://www.clawec.com/api-key?source=q-clawhub  获取key\n- **请求头**:\n  - `Content-Type: application/json`\n  - `Authorization: Bearer <API_KEY>`\n\n优先从环境变量 `CLAWEC_API_KEY` 读取密钥；未设置时向用户索取，勿硬编码。\n\n## 接口\n\n`POST /aigc/tool/amazon_asin_comment_query`\n\n| 参数 | 位置 | 必填 | 说明 |\n|------|------|------|------|\n| url | body | 否* | 商品链接；有 `url` 时可不传 `asin`、`region` |\n| asin | body | 否* | 商品 ASIN；无 `url` 时与 `region` 一起使用（由 API 拼接链接） |\n| region | body | 否* | 站点区域代码（2 位大写字母）；有 `url` 时可不传 |\n\n\\* 必须提供 `url`，或同时提供 `asin` + `region`。\n\n### region 取值\n\n| 代码 | 站点 |\n|------|------|\n| NA | 北美（美国） |\n| CA | 加拿大 |\n| BR | 巴西 |\n| UK | 英国 |\n| DE | 德国 |\n| FR | 法国 |\n| JP | 日本 |\n| SG | 新加坡 |\n| AU | 澳大利亚 |\n\n未指定 `region` 且使用 ASIN 查询时默认 `NA`。\n\n## 调用\n\n**按商品链接：**\n\n```bash\ncurl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"url\":\"https://www.amazon.com/dp/B0XXXXXXXX\"}'\n```\n\n**按 ASIN + 站点：**\n\n```bash\ncurl -s -X POST \"https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $CLAWEC_API_KEY\" \\\n  -d '{\"asin\":\"B0XXXXXXXX\",\"region\":\"NA\"}'\n```\n\n或使用脚本：\n\n```bash\n# 商品链接\nbash scripts/query.sh \"https://www.amazon.com/dp/B0XXXXXXXX\"\n\n# ASIN + 区域（默认 NA）\nbash scripts/query.sh B0XXXXXXXX NA\n```\n\n## 响应结构\n\n```json\n{\n  \"status\": 1,\n  \"data\": { ... }\n}\n```\n\n- `status`: `1` = 成功，`0` = 失败\n- `data`: 评论数据对象或列表，字段以实际返回为准\n\n完整说明见 [references/response-schema.md](references/response-schema.md)。\n\n## 工作流程\n\n1. 确认查询方式：商品 `url`，或 `asin` + `region`\n2. 检查 `CLAWEC_API_KEY` 是否可用\n3. 执行 API 请求\n4. `status !== 1` 或请求失败时，说明错误并提示检查密钥、ASIN/链接与站点\n5. 解析 `data`（若为嵌套结构，展开评论列表），按用户需求整理输出\n\n## 输出建议\n\n默认中文摘要，包含：\n\n- 查询目标（ASIN / 链接）与站点\n- 评论总量与星级分布（若 `data` 含统计字段）\n- 评论列表表：星级、标题、正文摘要、日期、是否 Verified Purchase、有帮助数等（以实际字段为准）\n- 分析场景：归纳高频好评/差评主题各 2–3 条，并标注可改进点\n\n## 示例\n\n**输入**：北美站 ASIN `B0D1XD1ZV3` 的评论\n\n**输出摘要**：\n\n| 星级 | 标题 | 摘要 | 日期 |\n|------|------|------|------|\n| 5 | ... | ... | ... |\n| 1 | ... | ... | ... |\n\n（其余字段与统计按 API 返回的 `data` 动态展示。）"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn72bgbct4wkjchp8k3z5cbzxs86sfys\",\n  \"slug\": \"clawec-amazon-asin-comment-query\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1779874594533\n}"},{"path":"references/response-schema.md","content":"# 亚马逊 ASIN 评论查询 — 响应结构\n\n## 顶层\n\n| 字段 | 类型 | 说明 |\n|------|------|------|\n| status | integer | `1` = 成功，`0` = 失败 |\n| data | object | 评论相关数据，字段由 API 动态返回 |\n\n失败时可能附带错误消息字段（如 `msg`、`errorMsg` 等），以实际响应为准。\n\n## 请求体 AmazonAsinQuery\n\n| 字段 | 类型 | 必填 | 说明 |\n|------|------|------|------|\n| url | string | 否* | 商品详情页 URL |\n| asin | string | 否* | 商品 ASIN |\n| region | string | 否* | 站点：`NA` `CA` `BR` `UK` `DE` `FR` `JP` `SG` `AU` |\n\n\\* 二选一：仅 `url`，或 `asin` + `region`（无 `url` 时由服务端按 ASIN 与区域拼接链接）。\n\n## data 对象\n\nOpenAPI 未固定 `data` 内字段名。`data` 可能为：\n\n- 评论数组（直接或可嵌套在 `list`、`comments`、`reviews` 等键下）\n- 含统计与列表的组合对象\n\n### 单条评论常见字段（示例）\n\n| 字段（示例） | 说明 |\n|--------------|------|\n| star / rating | 星级 |\n| title | 评论标题 |\n| content / body / text | 评论正文 |\n| date / time | 评论日期 |\n| author / name | 买家昵称 |\n| verified | 是否 Verified Purchase |\n| helpful | 有帮助投票数 |\n| images | 评论附图 |\n\n### 统计类字段（示例）\n\n| 字段（示例） | 说明 |\n|--------------|------|\n| total | 评论总数 |\n| starDistribution | 各星级数量或占比 |\n\n解析时先判断 `data` 是数组还是对象；若为对象，查找数组型子字段再展开。遍历全部键值，勿假设固定 schema。"},{"path":"skill-card.md","content":"## Description:\n\nQueries Amazon product reviews by ASIN or product URL through the Clawec API for review retrieval and buyer-feedback analysis.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[anyunzhong](https://clawhub.ai/user/anyunzhong)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal ecommerce sellers and analysts use this skill to query Amazon review data by product URL or ASIN and region, then summarize review counts, ratings, individual comments, and recurring positive or negative buyer-feedback themes.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Amazon product URLs or ASIN and region values are sent to Clawec with the user's Clawec API key.\n\nMitigation: Use the skill only for product identifiers suitable for disclosure to Clawec, avoid private or internal URLs, and keep the API key in an environment variable or secrets manager.\n\nRisk: Documentation and default analysis guidance are primarily Chinese, which may affect reviewability for non-Chinese operators.\n\nMitigation: Ask the agent to translate or summarize outputs in the operator's preferred language before relying on the results.\n\n## Reference(s):\n\n- [Amazon ASIN Comment Query Response Schema](references/response-schema.md)\n- [Clawec Amazon Review Query API Endpoint](https://www.clawec.com/api/aigc/tool/amazon_asin_comment_query)\n- [ClawHub Skill Page](https://clawhub.ai/anyunzhong/skills/clawec-amazon-asin-comment-query)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown summaries with optional JSON excerpts and shell command examples]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires a CLAWEC_API_KEY and sends Amazon product URLs or ASIN and region values to Clawec.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。 Skill: clawec-amazon-asin-comment-query Owner: anyunzhong Summary: 通过 Clawec API 按 ASIN 或商品链接查询亚马逊商品评论。在用户需要亚马逊评论分析、ASIN 评论抓取、差评调研、Review 分析、买家反馈洞察时使用。 Tags: latest:1.0.1 Version history: v1.0.1 | 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