{"id":"9526affa-3c7a-4909-8e0c-0a0e52f4d511","entityType":"agent","slug":"clawhub-devinchen2014-socialdatax-weibo-comments","name":"微博评论分析 SocialDataX 评论洞察","canonicalUrl":"https://www.xpersona.co/agent/clawhub-devinchen2014-socialdatax-weibo-comments","canonicalPath":"/agent/clawhub-devinchen2014-socialdatax-weibo-comments","generatedAt":"2026-10-11T03:54:54.772Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T01:45:22.672Z","emptyReason":null},"description":"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 Skill: 微博评论分析 SocialDataX 评论洞察 Owner: devinchen2014 Summary: 用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 Tags: latest:0.1.18 Version history: v0.1.18 | 2026-08-22T15:08:19.355Z | user 同步当前 SocialDataX 使用说明与参数文案。 v0.1.17 | 2026-08-05T03:23:38.317Z | user 同步 SocialDataX 多平台公开能力口径 v0.1.16 | 2026-07-20T11:46:43.507Z | user Refresh API Key guidance to the Socia","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. 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You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.","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-devinchen2014-socialdatax-weibo-comments/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-devinchen2014-socialdatax-weibo-comments/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-devinchen2014-socialdatax-weibo-comments/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-devinchen2014-socialdatax-weibo-comments/snapshot\"","curl -s 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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":"2026-10-11T01:45:22.672Z","emptyReason":null},"readme":"Skill: 微博评论分析 SocialDataX 评论洞察\n\nOwner: devinchen2014\n\nSummary: 用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\n\nTags: latest:0.1.18\n\nVersion history:\n\nv0.1.18 | 2026-08-22T15:08:19.355Z | user\n\n同步当前 SocialDataX 使用说明与参数文案。\n\nv0.1.17 | 2026-08-05T03:23:38.317Z | user\n\n同步 SocialDataX 多平台公开能力口径\n\nv0.1.16 | 2026-07-20T11:46:43.507Z | user\n\nRefresh API Key guidance to the SocialDataX AI access page.\n\nv0.1.15 | 2026-07-20T11:27:12.446Z | user\n\nRefresh API Key guidance to the SocialDataX AI access page.\n\nv0.1.14 | 2026-07-20T10:39:22.256Z | user\n\nRefresh API Key guidance to the SocialDataX AI access page.\n\nv0.1.13 | 2026-07-20T08:46:06.600Z | user\n\nAdd balance recharge guidance to generated SocialDataX Skill.\n\nv0.1.12 | 2026-07-20T08:17:29.426Z | user\n\nAdd balance recharge guidance to generated SocialDataX Skill.\n\nv0.1.11 | 2026-07-08T08:42:09.520Z | user\n\nRefresh generated SocialDataX Skill guidance with source attribution and latest CLI docs.\n\nv0.1.1 | 2026-07-02T13:54:45.005Z | user\n\nRefresh ClawHub listing with socialdatax.com homepage and explicit Chinese display name.\n\nv0.1.0 | 2026-06-25T05:11:46.816Z | user\n\nAdd Weibo SocialDataX skill listing.\n\nArchive index:\n\nArchive v0.1.18: 3 files, 4451 bytes\n\nFiles: skill-card.md (2213b), SKILL.md (6707b), _meta.json (146b)\n\nFile v0.1.18:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nsource_client: \"socialdatax-skills\"\nsource_platform: \"clawhub\"\nsource_skill: \"socialdatax-weibo-comments\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/ai?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/ai?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/ai?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n```\n\nOptional arguments:\n\n- Use the URL entrypoint shown in the CLI example for a content page URL, short link, or share text for first-level comments.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n- `--source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments`: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.\n\nUse one first-level comment entrypoint shown in the CLI example at a time; do not mix multiple content identifiers in one command. For reply commands, use the platform-specific reply identifiers shown in the CLI example.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. On platforms that support `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It uses `SOCIALDATAX_API_KEY` from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\n- Comment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\n## Troubleshooting\n\n- If an SDK/dependency, npm network, Node.js/npm/npx availability, permission, or missing runtime error appears, treat it as a local runtime, dependency installation, network, or agent authorization issue, not a SocialDataX API key or business data error. If the current environment has permission, install or restore automatically. When network or execution authorization is needed, ask the user to approve or finish authorization, then continue the same command; do not use public web search as a substitute for SocialDataX data.\n- For non-balance network or API errors, preserve the error message, check `SOCIALDATAX_API_KEY`, parameters, and link or ID format, then retry once when appropriate.\n- If the response returns `insufficient_balance` or says the balance/credits are insufficient, do not retry repeatedly. Show the recharge URL from the error exactly as returned, then continue the same command after the user recharges.\n- If the user has recharged but still sees insufficient balance, confirm `SOCIALDATAX_API_KEY` belongs to the same account that was recharged; if needed, copy a fresh API Key from the official dashboard.\n\nFile v0.1.18:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.18\",\n  \"publishedAt\": 1787411299355\n}\n\nFile v0.1.18:skill-card.md\n\n## Description:\n\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[devinchen2014](https://clawhub.ai/user/devinchen2014)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users, developers, and analysts use this skill to retrieve Weibo first-level comments and replies for feedback analysis, sentiment themes, objections, pain points, FAQ extraction, and discussion summaries.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill invokes a mutable npm package at the latest version while using SOCIALDATAX_API_KEY.\n\nMitigation: Use a pinned, reviewed CLI version or a preconfigured MCP tool, and rotate or scope the SocialDataX API key for this use.\n\nRisk: Agents with broad filesystem or environment access may expose more local context than the skill needs.\n\nMitigation: Run the skill in an environment that exposes only SOCIALDATAX_API_KEY, Node.js/npm, and the request data needed for the Weibo lookup.\n\n## Reference(s):\n\n- [SocialDataX API access](https://socialdatax.com/ai?from=clawhub)\n- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments)\n- [ClawHub publisher profile](https://clawhub.ai/user/devinchen2014)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Shell commands, Configuration, API Calls, Guidance]\n\n**Output Format:** [Markdown guidance with shell commands; SocialDataX calls return JSON data for Weibo comments and replies.]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires SOCIALDATAX_API_KEY, Node.js, and npm; supports pagination and multi-page collection for comments and replies.]\n\n## Skill Version(s):\n\n0.1.18 (source: server-resolved 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 v0.1.17: 3 files, 4187 bytes\n\nFiles: skill-card.md (2136b), SKILL.md (6123b), _meta.json (146b)\n\nFile v0.1.17:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nsource_client: \"socialdatax-skills\"\nsource_platform: \"clawhub\"\nsource_skill: \"socialdatax-weibo-comments\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/ai?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/ai?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/ai?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n```\n\nOptional arguments:\n\n- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n- `--source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments`: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.\n\nUse either the platform content ID option or the URL option for first-level comments, not both. For reply commands, use the platform-specific reply identifiers shown in the CLI example.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. On platforms that support `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It uses `SOCIALDATAX_API_KEY` from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\nComment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\n## Troubleshooting\n\n- For non-balance network or API errors, preserve the error message, check `SOCIALDATAX_API_KEY`, parameters, and link or ID format, then retry once when appropriate.\n- If the response returns `insufficient_balance` or says the balance/credits are insufficient, do not retry repeatedly. Show the recharge URL from the error exactly as returned, then continue the same command after the user recharges.\n- If the user has recharged but still sees insufficient balance, confirm `SOCIALDATAX_API_KEY` belongs to the same account that was recharged; if needed, copy a fresh API Key from the official dashboard.\n\nFile v0.1.17:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.17\",\n  \"publishedAt\": 1785900218317\n}\n\nFile v0.1.17:skill-card.md\n\n## Description:\n\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[devinchen2014](https://clawhub.ai/user/devinchen2014)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nAgents use this skill to retrieve and analyze Weibo first-level comments and comment replies for audience feedback, sentiment themes, objections, pain points, FAQ extraction, and discussion summaries.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill depends on the SocialDataX npm package and API service.\n\nMitigation: Confirm trust in the SocialDataX package and service before installing or running the skill.\n\nRisk: SOCIALDATAX_API_KEY is required for runtime data calls.\n\nMitigation: Set the key only in the intended execution environment and avoid embedding it in files or shared outputs.\n\nRisk: Broad comment collection can consume SocialDataX credits.\n\nMitigation: Prefer --max-items or limited --pages unless broad collection is intentional.\n\n## Reference(s):\n\n- [SocialDataX API access](https://socialdatax.com/ai?from=clawhub)\n- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments)\n- [ClawHub publisher profile](https://clawhub.ai/user/devinchen2014)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance]\n\n**Output Format:** [Markdown guidance with inline shell commands and JSON-backed analysis]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Uses SOCIALDATAX_API_KEY at runtime and may return paginated Weibo comment or reply data.]\n\n## Skill Version(s):\n\n0.1.17 (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 v0.1.16: 3 files, 4370 bytes\n\nFiles: skill-card.md (2450b), SKILL.md (6367b), _meta.json (146b)\n\nFile v0.1.16:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nsource_client: \"socialdatax-skills\"\nsource_platform: \"clawhub\"\nsource_skill: \"socialdatax-weibo-comments\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/ai?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/ai?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/ai?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名；do not infer alternate domains。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n```\n\nOptional arguments:\n\n- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.\n- `--comment-id <comment_id>`: required for reply commands; use the first-level comment ID under the same content item.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--include-replies`: for first-level `comments` commands only, also fetch all second-level replies under each returned first-level comment.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n- `--source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments`: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.\n\nUse either the content ID option or the URL option for first-level comments, not both. For reply commands, use the content ID together with `--comment-id`.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. With `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It uses `SOCIALDATAX_API_KEY` from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\nComment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\n## Troubleshooting\n\n- For non-balance network or API errors, preserve the error message, check `SOCIALDATAX_API_KEY`, parameters, and link or ID format, then retry once when appropriate.\n- If the response returns `insufficient_balance` or says the balance/credits are insufficient, do not retry repeatedly. Show the recharge URL from the error exactly as returned, then continue the same command after the user recharges.\n- If the user has recharged but still sees insufficient balance, confirm `SOCIALDATAX_API_KEY` belongs to the same account that was recharged; if needed, copy a fresh API Key from the official dashboard.\n\nFile v0.1.16:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.16\",\n  \"publishedAt\": 1784548003507\n}\n\nFile v0.1.16:skill-card.md\n\n## Description: <br>\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[devinchen2014](https://clawhub.ai/user/devinchen2014) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal users, developers, and analysts use this skill to retrieve Weibo post comments and comment replies through SocialDataX, then summarize audience feedback, sentiment themes, objections, pain points, FAQs, and discussion patterns. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill calls SocialDataX with the user's SOCIALDATAX_API_KEY and can consume API credits. <br>\nMitigation: Confirm the key belongs to the intended SocialDataX account before use, and prefer --max-items or --pages when cost or volume needs to be bounded. <br>\nRisk: Using --all or --include-replies can retrieve many comments or replies and increase API usage. <br>\nMitigation: Start with one page or a low --max-items value, then expand pagination only when the extra coverage is needed. <br>\nRisk: Pagination tokens are opaque and changing them can cause failed or inconsistent retrieval. <br>\nMitigation: Pass returned next_page_token values back unchanged for the same Weibo post or comment chain. <br>\n\n\n## Reference(s): <br>\n- [SocialDataX AI API access](https://socialdatax.com/ai?from=clawhub) <br>\n- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Text, Markdown, Shell commands, API Calls, Guidance] <br>\n**Output Format:** [Markdown guidance with inline shell commands and JSON API results] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [May include paginated Weibo comment data, merged item counts, next-page tokens, and user-facing analysis grouped by observed themes.] <br>\n\n## Skill Version(s): <br>\n0.1.16 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\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. <br>\n\nArchive v0.1.15: 3 files, 4383 bytes\n\nFiles: skill-card.md (2621b), SKILL.md (6367b), _meta.json (146b)\n\nFile v0.1.15:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nsource_client: \"socialdatax-skills\"\nsource_platform: \"clawhub\"\nsource_skill: \"socialdatax-weibo-comments\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/ai?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/ai?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/ai?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名；do not infer alternate domains。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n```\n\nOptional arguments:\n\n- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.\n- `--comment-id <comment_id>`: required for reply commands; use the first-level comment ID under the same content item.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--include-replies`: for first-level `comments` commands only, also fetch all second-level replies under each returned first-level comment.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n- `--source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments`: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.\n\nUse either the content ID option or the URL option for first-level comments, not both. For reply commands, use the content ID together with `--comment-id`.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. With `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It uses `SOCIALDATAX_API_KEY` from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\nComment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\n## Troubleshooting\n\n- For non-balance network or API errors, preserve the error message, check `SOCIALDATAX_API_KEY`, parameters, and link or ID format, then retry once when appropriate.\n- If the response returns `insufficient_balance` or says the balance/credits are insufficient, do not retry repeatedly. Show the recharge URL from the error exactly as returned, then continue the same command after the user recharges.\n- If the user has recharged but still sees insufficient balance, confirm `SOCIALDATAX_API_KEY` belongs to the same account that was recharged; if needed, copy a fresh API Key from the official dashboard.\n\nFile v0.1.15:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.15\",\n  \"publishedAt\": 1784546832446\n}\n\nFile v0.1.15:skill-card.md\n\n## Description: <br>\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[devinchen2014](https://clawhub.ai/user/devinchen2014) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal users and analysts use this skill to retrieve Weibo first-level comments and comment replies through SocialDataX, then organize observed feedback into themes for sentiment, objections, pain points, FAQs, and discussion summaries. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill uses SOCIALDATAX_API_KEY at runtime for SocialDataX API access. <br>\nMitigation: Keep the API key in the runtime environment, request or manage it only through the SocialDataX AI access page, and do not place API keys in prompts, generated files, or shared output. <br>\nRisk: Fetching all pages or including replies can increase API usage, latency, and cost. <br>\nMitigation: Use bounded retrieval options such as --max-items or --pages when full comment-thread collection is not required. <br>\nRisk: The agent sends user-provided Weibo post IDs, URLs, share text, or comment IDs to SocialDataX for comment retrieval. <br>\nMitigation: Use the skill only when the user intends to retrieve Weibo comments through SocialDataX, and avoid submitting sensitive or unnecessary identifiers. <br>\n\n\n## Reference(s): <br>\n- [SocialDataX AI access page](https://socialdatax.com/ai?from=clawhub) <br>\n- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments) <br>\n- [ClawHub publisher profile](https://clawhub.ai/user/devinchen2014) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance] <br>\n**Output Format:** [Markdown guidance with shell commands and JSON API results] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Read-only; command output includes platform, tool, arguments, and data, with pagination metadata for multi-page comment and reply retrieval.] <br>\n\n## Skill Version(s): <br>\n0.1.15 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\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. <br>\n\nArchive v0.1.14: 3 files, 4448 bytes\n\nFiles: skill-card.md (2685b), SKILL.md (6367b), _meta.json (146b)\n\nFile v0.1.14:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nsource_client: \"socialdatax-skills\"\nsource_platform: \"clawhub\"\nsource_skill: \"socialdatax-weibo-comments\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/ai?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/ai?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/ai?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名；do not infer alternate domains。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n```\n\nOptional arguments:\n\n- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.\n- `--comment-id <comment_id>`: required for reply commands; use the first-level comment ID under the same content item.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--include-replies`: for first-level `comments` commands only, also fetch all second-level replies under each returned first-level comment.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n- `--source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments`: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.\n\nUse either the content ID option or the URL option for first-level comments, not both. For reply commands, use the content ID together with `--comment-id`.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. With `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It uses `SOCIALDATAX_API_KEY` from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\nComment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\n## Troubleshooting\n\n- For non-balance network or API errors, preserve the error message, check `SOCIALDATAX_API_KEY`, parameters, and link or ID format, then retry once when appropriate.\n- If the response returns `insufficient_balance` or says the balance/credits are insufficient, do not retry repeatedly. Show the recharge URL from the error exactly as returned, then continue the same command after the user recharges.\n- If the user has recharged but still sees insufficient balance, confirm `SOCIALDATAX_API_KEY` belongs to the same account that was recharged; if needed, copy a fresh API Key from the official dashboard.\n\nFile v0.1.14:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.14\",\n  \"publishedAt\": 1784543962256\n}\n\nFile v0.1.14:skill-card.md\n\n## Description: <br>\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[devinchen2014](https://clawhub.ai/user/devinchen2014) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal users, developers, and analysts use this skill to retrieve Weibo first-level comments and replies, then summarize audience feedback, sentiment themes, objections, pain points, FAQs, and discussion patterns. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The SocialDataX CLI uses SOCIALDATAX_API_KEY for read-only Weibo comment retrieval. <br>\nMitigation: Install and run the skill only if the user is comfortable granting the CLI access to that key, and keep the key in the environment rather than pasting it into prompts or logs. <br>\nRisk: The --all and --include-replies options can make many API calls and may consume credits. <br>\nMitigation: Prefer --pages or --max-items for bounded collection, and confirm intent before exhaustive retrieval. <br>\nRisk: Unpinned npm package execution can reduce reproducibility across runs. <br>\nMitigation: Pin the socialdatax-skills npm package version when reproducible behavior is required. <br>\nRisk: Comment analysis can overstate sentiment or demand when based on a limited page of comments. <br>\nMitigation: Group findings by observed themes, state whether the result covers one page or multiple pages, and avoid treating partial comment samples as complete audience evidence. <br>\n\n\n## Reference(s): <br>\n- [SocialDataX AI access page](https://socialdatax.com/ai?from=clawhub) <br>\n- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance] <br>\n**Output Format:** [Markdown guidance with shell command examples and JSON data responses] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Uses SOCIALDATAX_API_KEY at runtime; comment retrieval may be paginated and can include replies when requested.] <br>\n\n## Skill Version(s): <br>\n0.1.14 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\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. <br>\n\nArchive v0.1.13: 3 files, 4189 bytes\n\nFiles: skill-card.md (2069b), SKILL.md (6361b), _meta.json (146b)\n\nFile v0.1.13:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nsource_client: \"socialdatax-skills\"\nsource_platform: \"clawhub\"\nsource_skill: \"socialdatax-weibo-comments\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名；do not infer alternate domains。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n```\n\nOptional arguments:\n\n- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.\n- `--comment-id <comment_id>`: required for reply commands; use the first-level comment ID under the same content item.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--include-replies`: for first-level `comments` commands only, also fetch all second-level replies under each returned first-level comment.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n- `--source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments`: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.\n\nUse either the content ID option or the URL option for first-level comments, not both. For reply commands, use the content ID together with `--comment-id`.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. With `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It uses `SOCIALDATAX_API_KEY` from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\nComment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\n## Troubleshooting\n\n- For non-balance network or API errors, preserve the error message, check `SOCIALDATAX_API_KEY`, parameters, and link or ID format, then retry once when appropriate.\n- If the response returns `insufficient_balance` or says the balance/credits are insufficient, do not retry repeatedly. Show the recharge URL from the error exactly as returned, then continue the same command after the user recharges.\n- If the user has recharged but still sees insufficient balance, confirm `SOCIALDATAX_API_KEY` belongs to the same account that was recharged; if needed, copy a fresh API Key from the official dashboard.\n\nFile v0.1.13:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.13\",\n  \"publishedAt\": 1784537166600\n}\n\nFile v0.1.13:skill-card.md\n\n## Description: <br>\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[devinchen2014](https://clawhub.ai/user/devinchen2014) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal users, developers, and analysts use this skill to retrieve Weibo first-level comments and comment replies, then summarize audience feedback, themes, sentiment, objections, pain points, FAQs, and discussion patterns. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill uses a SocialDataX API key through the npm package it runs. <br>\nMitigation: Install and run it only when the user trusts SocialDataX and is comfortable exposing that API key to the package. <br>\nRisk: Using --all may fetch many pages and increase API usage or cost. <br>\nMitigation: Prefer --pages or --max-items when bounded data collection is required. <br>\n\n\n## Reference(s): <br>\n- [ClawHub Skill Page](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments) <br>\n- [SocialDataX API Access](https://socialdatax.com/?from=clawhub) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance] <br>\n**Output Format:** [Markdown guidance with shell commands and JSON response interpretation] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Uses SOCIALDATAX_API_KEY, node, and npm; supports bounded pagination with --pages or --max-items.] <br>\n\n## Skill Version(s): <br>\n0.1.13 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\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. <br>\n\nArchive v0.1.12: 3 files, 4257 bytes\n\nFiles: skill-card.md (2502b), SKILL.md (6361b), _meta.json (146b)\n\nFile v0.1.12:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nsource_client: \"socialdatax-skills\"\nsource_platform: \"clawhub\"\nsource_skill: \"socialdatax-weibo-comments\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名；do not infer alternate domains。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n```\n\nOptional arguments:\n\n- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.\n- `--comment-id <comment_id>`: required for reply commands; use the first-level comment ID under the same content item.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--include-replies`: for first-level `comments` commands only, also fetch all second-level replies under each returned first-level comment.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n- `--source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments`: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.\n\nUse either the content ID option or the URL option for first-level comments, not both. For reply commands, use the content ID together with `--comment-id`.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. With `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It uses `SOCIALDATAX_API_KEY` from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\nComment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\n## Troubleshooting\n\n- For non-balance network or API errors, preserve the error message, check `SOCIALDATAX_API_KEY`, parameters, and link or ID format, then retry once when appropriate.\n- If the response returns `insufficient_balance` or says the balance/credits are insufficient, do not retry repeatedly. Show the recharge URL from the error exactly as returned, then continue the same command after the user recharges.\n- If the user has recharged but still sees insufficient balance, confirm `SOCIALDATAX_API_KEY` belongs to the same account that was recharged; if needed, copy a fresh API Key from the official dashboard.\n\nFile v0.1.12:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.12\",\n  \"publishedAt\": 1784535449426\n}\n\nFile v0.1.12:skill-card.md\n\n## Description: <br>\nRetrieves Weibo post comments and comment replies through SocialDataX so agents can summarize feedback, themes, sentiment, pain points, and discussion patterns. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[devinchen2014](https://clawhub.ai/user/devinchen2014) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal analysts, social media operators, and agents use this skill to retrieve Weibo comments and replies, then organize public audience feedback into themes, sentiment signals, objections, pain points, FAQs, and discussion summaries. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill runs a disclosed npm CLI with the user's SOCIALDATAX_API_KEY to retrieve Weibo comment data. <br>\nMitigation: Confirm the package and API-key use before installation, keep the key in the runtime environment, and avoid placing the key in prompts, files, or command history. <br>\nRisk: Unbounded pagination with --all may increase API usage or cost. <br>\nMitigation: Use --max-items or a specific --pages value when cost or volume control matters. <br>\nRisk: Summaries of public comments can overstate sentiment when based on a partial page of results. <br>\nMitigation: Mention whether one page or multiple pages were retrieved and group comments by observed themes before inferring sentiment or demand. <br>\n\n\n## Reference(s): <br>\n- [SocialDataX API access](https://socialdatax.com/?from=clawhub) <br>\n- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments) <br>\n- [Publisher profile](https://clawhub.ai/user/devinchen2014) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance] <br>\n**Output Format:** [Markdown guidance with inline shell commands and JSON response interpretation] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Retrieval commands return JSON containing platform, tool, arguments, and data; multi-page requests may include page counts, item counts, and next-page tokens.] <br>\n\n## Skill Version(s): <br>\n0.1.12 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\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. <br>\n\nArchive v0.1.11: 3 files, 4083 bytes\n\nFiles: skill-card.md (2519b), SKILL.md (5667b), _meta.json (146b)\n\nFile v0.1.11:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nsource_client: \"socialdatax-skills\"\nsource_platform: \"clawhub\"\nsource_skill: \"socialdatax-weibo-comments\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments --post-id \"<post_id>\" --pretty --source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments\nnpx -y socialdatax-skills@latest weibo comments --post-url \"<weibo_post_url_or_share_text>\" --pretty --source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments\nnpx -y socialdatax-skills@latest weibo replies --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty --source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments\n```\n\nOptional arguments:\n\n- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.\n- `--comment-id <comment_id>`: required for reply commands; use the first-level comment ID under the same content item.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--include-replies`: for first-level `comments` commands only, also fetch all second-level replies under each returned first-level comment.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n- `--source-client socialdatax-skills --source-platform clawhub --source-skill socialdatax-weibo-comments`: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.\n\nUse either the content ID option or the URL option for first-level comments, not both. For reply commands, use the content ID together with `--comment-id`.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. With `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It uses `SOCIALDATAX_API_KEY` from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\nComment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\nFile v0.1.11:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.11\",\n  \"publishedAt\": 1783500129520\n}\n\nFile v0.1.11:skill-card.md\n\n## Description: <br>\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[devinchen2014](https://clawhub.ai/user/devinchen2014) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal users and developers use this skill to retrieve and analyze Weibo post comments and replies with SocialDataX, then summarize audience feedback, sentiment themes, objections, pain points, FAQs, and discussion patterns. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill uses SOCIALDATAX_API_KEY at runtime for data calls. <br>\nMitigation: Provide the API key through the environment only, avoid embedding it in prompts or files, and grant credentials only for intended SocialDataX use. <br>\nRisk: The --all option can continue fetching comments or replies until pagination is exhausted. <br>\nMitigation: Use --pages or --max-items when the task needs bounded collection, and review the requested scope before running broad pulls. <br>\nRisk: The skill depends on Node.js, npm, and the socialdatax-skills package for direct CLI execution. <br>\nMitigation: Confirm the runtime has node and npm available before use, or use the matching MCP tools when they are already configured. <br>\n\n\n## Reference(s): <br>\n- [SocialDataX API access](https://socialdatax.com/?from=clawhub) <br>\n- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments) <br>\n- [ClawHub publisher profile](https://clawhub.ai/user/devinchen2014) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance] <br>\n**Output Format:** [Markdown guidance with CLI commands and JSON data returned by SocialDataX tools] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Requires SOCIALDATAX_API_KEY plus node and npm; direct CLI output includes platform, tool, arguments, and data.] <br>\n\n## Skill Version(s): <br>\n0.1.11 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\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. <br>\n\nArchive v0.1.1: 3 files, 3842 bytes\n\nFiles: skill-card.md (2240b), SKILL.md (4993b), _meta.json (145b)\n\nFile v0.1.1:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments --post-id \"<post_id>\" --pretty\nnpx -y socialdatax-skills@latest weibo comments --post-url \"<weibo_post_url_or_share_text>\" --pretty\nnpx -y socialdatax-skills@latest weibo replies --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty\n```\n\nOptional arguments:\n\n- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.\n- `--comment-id <comment_id>`: required for reply commands; use the first-level comment ID under the same content item.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--include-replies`: for first-level `comments` commands only, also fetch all second-level replies under each returned first-level comment.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n\nUse either the content ID option or the URL option for first-level comments, not both. For reply commands, use the content ID together with `--comment-id`.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. With `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It does not read local browser data, does not perform login, posting, liking, commenting, or account changes. The local CLI and installer do not write API keys to local files.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\nComment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\nFile v0.1.1:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.1\",\n  \"publishedAt\": 1783000485005\n}\n\nFile v0.1.1:skill-card.md\n\n## Description: <br>\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[devinchen2014](https://clawhub.ai/user/devinchen2014) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nDevelopers, analysts, and social media teams use this skill to retrieve Weibo first-level comments and replies, then summarize audience feedback, sentiment themes, objections, pain points, FAQs, and discussion patterns. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill depends on a third-party npm package and a SocialDataX API key. <br>\nMitigation: Confirm the SocialDataX package is trusted before installing and provide only an API key intended for Weibo comment retrieval. <br>\nRisk: Fetching multiple pages or all available replies can retrieve more public comment data than intended. <br>\nMitigation: Use page and item limits when the task only needs a bounded sample, and review the requested post or comment identifiers before running commands. <br>\n\n\n## Reference(s): <br>\n- [ClawHub skill listing](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments) <br>\n- [SocialDataX API access](https://socialdatax.com/?from=clawhub) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Text, Markdown, Shell commands, API calls, Guidance] <br>\n**Output Format:** [Markdown guidance with shell commands and JSON API results] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Commands return JSON containing platform, tool, arguments, and data; multi-page outputs include page counts, item counts, items, replies, and next-page tokens.] <br>\n\n## Skill Version(s): <br>\n0.1.1 (source: server release metadata) <br>\n\n## Ethical Considerations: <br>\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. <br>\n\nArchive v0.1.0: 3 files, 3861 bytes\n\nFiles: skill-card.md (2377b), SKILL.md (4955b), _meta.json (145b)\n\nFile v0.1.0:SKILL.md\n\n---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments --post-id \"<post_id>\" --pretty\nnpx -y socialdatax-skills@latest weibo comments --post-url \"<weibo_post_url_or_share_text>\" --pretty\nnpx -y socialdatax-skills@latest weibo replies --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty\n```\n\nOptional arguments:\n\n- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.\n- `--comment-id <comment_id>`: required for reply commands; use the first-level comment ID under the same content item.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--include-replies`: for first-level `comments` commands only, also fetch all second-level replies under each returned first-level comment.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already known and should anchor the comment thread.\n- Weibo `--post-url <weibo_post_url_or_share_text>`: use for a Weibo post URL, short link, or share text for first-level comments.\n\nUse either the content ID option or the URL option for first-level comments, not both. For reply commands, use the content ID together with `--comment-id`.\n\nThe command prints JSON with `platform`, `tool`, `arguments`, and `data`. Multi-page output keeps merged primary comments in `data.items` and adds `page_count`, `item_count`, and the next-page marker. With `--include-replies`, each first-level comment includes `replies`, `replies_page_count`, and `replies_next_page_token`.\n\n## Safety Boundary\n\nThis skill is read-only. It does not read local browser data, does not save API keys, and does not perform login, posting, liking, commenting, or account changes.\n\n## MCP Tools\n\nMCP tools matching the direct CLI commands above:\n\n- `weibo_get_post_comments_by_post_id`\n- `weibo_get_post_comments_by_post_url`\n- `weibo_get_post_comment_replies_by_comment_id`\n\nIf MCP tools are already available in the current agent, use one of these tools:\n- `weibo_get_post_comments_by_post_id`: use when the post_id is known.\n- `weibo_get_post_comments_by_post_url`: use for Weibo post URLs, short links, or share text.\n- `weibo_get_post_comment_replies_by_comment_id`: use when the post_id and first-level comment ID are known.\n\nComment pagination uses opaque `page_token` values. Pass the complete returned `next_page_token` back unchanged for the same content item or first-level comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses. Continue only when `next_page_token` is non-empty.\n\n## Output Guidance\n\nGroup comments by observed themes before inferring sentiment or demand. Mention whether the result is one page or multiple pages. Empty comments can be a valid successful result.\n\nFile v0.1.0:_meta.json\n\n{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.0\",\n  \"publishedAt\": 1782364306816\n}\n\nFile v0.1.0:skill-card.md\n\n## Description: <br>\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[devinchen2014](https://clawhub.ai/user/devinchen2014) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal users and analysts use this skill to retrieve Weibo first-level comments and replies through SocialDataX, then summarize sentiment themes, pain points, objections, FAQs, and discussion patterns. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill uses the socialdatax-skills npm package with SOCIALDATAX_API_KEY, which may expose sensitive API access if run in an untrusted or sensitive environment. <br>\nMitigation: Install only when SocialDataX Weibo comment analysis is intended, protect the API key, and review the npm package or source before use in sensitive environments. <br>\nRisk: The skill retrieves external Weibo comment data for analysis, so conclusions may be incomplete when only one page is fetched or when comments are empty. <br>\nMitigation: State whether results cover one page or multiple pages, preserve pagination tokens unchanged, and treat empty comments as a possible successful result. <br>\n\n\n## Reference(s): <br>\n- [SocialDataX](https://socialdatax.com/?from=clawhub) <br>\n- [ClawHub skill listing](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Text, Markdown, Shell commands, Configuration guidance] <br>\n**Output Format:** [Markdown guidance with bash commands and JSON data from CLI or MCP calls] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Requires SOCIALDATAX_API_KEY, node, and npm; comment pagination uses opaque page tokens that should be passed back unchanged.] <br>\n\n## Skill Version(s): <br>\n0.1.0 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\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. <br>","readmeExcerpt":"Skill: 微博评论分析 SocialDataX 评论洞察 Owner: devinchen2014 Summary: 用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 Tags: latest:0.1.18 Version history: v0.1.18 | 2026-08-22T15:08:19.355Z | user 同步当前 SocialDataX 使用说明与参数文案。 v0.1.17 | 2026-08-05T03:23:38.317Z | user 同步 SocialDataX 多平台公开能力口径 v0.1.16 | 2026-07-20T11:46:43.507Z | user Refresh API Key guidance to the Socia","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"npx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments"},{"language":"bash","snippet":"npx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments"},{"language":"bash","snippet":"npx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments"},{"language":"bash","snippet":"npx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments"},{"language":"bash","snippet":"npx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments"},{"language":"bash","snippet":"npx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: \"socialdatax-weibo-comments\"\ndescription: \"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\"\nsource_client: \"socialdatax-skills\"\nsource_platform: \"clawhub\"\nsource_skill: \"socialdatax-weibo-comments\"\nmetadata: {\"openclaw\":{\"requires\":{\"env\":[\"SOCIALDATAX_API_KEY\"],\"bins\":[\"node\",\"npm\"]},\"primaryEnv\":\"SOCIALDATAX_API_KEY\",\"install\":[{\"kind\":\"node\",\"package\":\"socialdatax-skills\",\"bins\":[]}],\"emoji\":\"💬\",\"homepage\":\"https://socialdatax.com/ai?from=clawhub\"}}\n---\n<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->\n\n# 微博评论分析 SocialDataX 评论洞察\n\nUse this skill when the user wants 微博评论分析, Weibo first-level comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.\n\nCurrent platform support:\n\n- Weibo / 微博 posts through the `weibo_get_post_comments_by_*` and `weibo_get_post_comment_replies_by_comment_id` tools.\n\n## API Key\n\nUse `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/ai?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.\n获取或管理 API Key：访问 <https://socialdatax.com/ai?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名。\n\n## Preferred Direct CLI\n\nPrefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:\n\n```bash\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-id \"<post_id>\" --pretty --source-client socialdatax-skills \\\n  --source-platform clawhub --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo comments \\\n  --post-url \"<weibo_post_url_or_share_text>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n\nnpx -y socialdatax-skills@latest weibo replies \\\n  --post-id \"<post_id>\" --comment-id \"<comment_id>\" --pretty \\\n  --source-client socialdatax-skills --source-platform clawhub \\\n  --source-skill socialdatax-weibo-comments\n```\n\nOptional arguments:\n\n- Use the URL entrypoint shown in the CLI example for a content page URL, short link, or share text for first-level comments.\n- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.\n- `--pages <n>`: fetch and merge N pages of first-level comments or replies.\n- `--all`: continue first-level comments or replies until `next_page_token` is empty; there is no default item or page cap.\n- `--max-items <n>`: stop after collecting N primary comments or replies.\n- `--pretty`: output formatting only.\n- Weibo `--post-id <post_id>`: preferred when the Weibo post ID is already kno"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn79gym47c788rbwr4amw8arfh859t3b\",\n  \"slug\": \"socialdatax-weibo-comments\",\n  \"version\": \"0.1.18\",\n  \"publishedAt\": 1787411299355\n}"},{"path":"skill-card.md","content":"## Description:\n\n用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[devinchen2014](https://clawhub.ai/user/devinchen2014)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users, developers, and analysts use this skill to retrieve Weibo first-level comments and replies for feedback analysis, sentiment themes, objections, pain points, FAQ extraction, and discussion summaries.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill invokes a mutable npm package at the latest version while using SOCIALDATAX_API_KEY.\n\nMitigation: Use a pinned, reviewed CLI version or a preconfigured MCP tool, and rotate or scope the SocialDataX API key for this use.\n\nRisk: Agents with broad filesystem or environment access may expose more local context than the skill needs.\n\nMitigation: Run the skill in an environment that exposes only SOCIALDATAX_API_KEY, Node.js/npm, and the request data needed for the Weibo lookup.\n\n## Reference(s):\n\n- [SocialDataX API access](https://socialdatax.com/ai?from=clawhub)\n- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/socialdatax-weibo-comments)\n- [ClawHub publisher profile](https://clawhub.ai/user/devinchen2014)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Shell commands, Configuration, API Calls, Guidance]\n\n**Output Format:** [Markdown guidance with shell commands; SocialDataX calls return JSON data for Weibo comments and replies.]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires SOCIALDATAX_API_KEY, Node.js, and npm; supports pagination and multi-page collection for comments and replies.]\n\n## Skill Version(s):\n\n0.1.18 (source: server-resolved 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":"用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 Skill: 微博评论分析 SocialDataX 评论洞察 Owner: devinchen2014 Summary: 用于微博评论分析、微博评论回复、微博评论洞察、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Weibo comments and comment replies，来自 SocialDataX 社媒数据助手。 Tags: latest:0.1.18 Version history: v0.1.18 | 2026-08-22T15:08:19.355Z | user 同步当前 SocialDataX 使用说明与参数文案。 v0.1.17 | 2026-08-05T03:23:38.317Z | user 同步 SocialDataX 多平台公开能力口径 v0.1.16 | 2026-07-20T11:46:43.507Z | user Refresh API Key guidance to the Socia","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":1003,"uniquenessScore":51,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T01:45:22.672Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T01:45:22.672Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-11T03:54:54.772Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. 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