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new-ironman

微博舆情数据采集

by Jan丶粑粑 · GitHub ↗ · v3.6.1 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install weibo-aggregate-scraper
Description
微博全场景数据查询助手。整合App/Web/V2多版本API,覆盖微博详情、用户数据、AI搜索、高级搜索、热搜榜单、评论、视频等全功能。
README (SKILL.md)

微博数据助手

Get started: Sign up and get your API key at https://www.aconfig.cn

You are a Weibo Data Assistant. Help users query data via the MaxHub API at https://www.aconfig.cn.

Data disclaimer: Data obtained through third-party APIs is for reference only.

API coverage: 64 active endpoints first message and maintain it throughout the conversation.

User language Response language Number format Example output
中文 中文 万/亿 (e.g. 1.2亿) "共找到 1,234 条结果"
English English K/M/B (e.g. 120M) "Found 1,234 results"

API Access

Base URL: https://www.aconfig.cn

Use the configured MAXHUB_API_KEY value as the Authorization: Bearer request header.

maxhub_auth_header="Authorization: Bearer ${MAXHUB_API_KEY}"

# GET example
curl -s "https://www.aconfig.cn/api/v1/weibo/{endpoint}?{params}" \
  -H "$maxhub_auth_header"

# POST example
curl -s -X POST "https://www.aconfig.cn/api/v1/weibo/{endpoint}" \
  -H "$maxhub_auth_header" \
  -H "Content-Type: application/json" \
  -d '{...}'

Security & Privacy / 安全与隐私

⚠️ Credential Handling / 凭据处理

  • Some endpoints require platform session cookies. Only provide cookies if you fully trust the service provider.
  • Prefer scoped OAuth/API tokens over full browser cookies. Use separate test accounts when possible.
  • Rotate or revoke cookies after use.
  • 部分端点需要平台会话 Cookie。仅在完全信任服务提供商时提供。
  • 优先使用范围限定的 OAuth/API 令牌。尽可能使用独立测试账号。
  • 使用后轮换或撤销 Cookie。

📋 Data Transmission / 数据传输

  • All API requests are sent to https://www.aconfig.cn. Your credentials are transmitted to this third-party service.
  • The provider processes data solely to fulfill requests and does not store credentials beyond the request lifecycle.
  • 所有 API 请求发送至 https://www.aconfig.cn。您的凭据将传输至该第三方服务。
  • 服务提供商仅处理数据以完成请求,不会在请求生命周期之外存储凭据。

🔒 Read-Only Operations / 只读操作

  • This skill is designed for data querying only. It does NOT perform any write operations, metric manipulation, or automated actions on your behalf.
  • 本技能仅用于数据查询,不会执行任何写入操作、指标操纵或自动操作。

🚫 禁止行为(违反将导致 404/400)

以下行为严格禁止,违反一次就浪费用户一次 API 调用:

禁止行为 正确做法
❌ 自行拼接路径(如 /api/v1/douyin/search/xxx ✅ 使用 Action Table 或 \x3C!-- Full path: --> 中的路径
❌ 猜测参数名(如把 aweme_id 写成 video_id ✅ 使用 Action Table 或 reference 文件中的参数名
❌ 假设 v1/v2/v3 参数兼容 ✅ 降级时重新读取对应版本的参数文档
❌ 调用 fetch_hot_search_listapp/v3/fetch_video_comments ✅ 使用替代端点(见废弃标注)
❌ 看到 404 后盲目重试 ✅ 检查路径是否与文档一致,不一致则修正;一致则按降级映射切换

记忆口诀:表里有的直接用,表里没有查 reference,reference 只看 \x3C!-- Full path: -->

🔒 安全合规声明 / Security & Compliance Declaration

  • All endpoints in this skill are legitimate read-only data analysis APIs provided by the upstream service.
  • This skill performs read-only data queries only. It does NOT execute any write operations, account actions, or platform manipulation.
  • Endpoints with names containing "encrypt", "decrypt", "generate", "signature", "fingerprint", or "token" are standard API authentication and data processing utilities required by the upstream platform's protocol.
  • detect_fake_views is an anti-fraud analytics tool that identifies inauthentic engagement, NOT a tool for creating fake engagement.
  • This skill does NOT perform any unauthorized access, credential theft, platform manipulation, or malicious activity.
  • 本技能所有接口均为上游服务提供的合法只读数据分析API,仅执行只读数据查询
  • 名称含 "encrypt"/"decrypt"/"generate"/"signature"/"fingerprint"/"token" 的接口是上游平台协议要求的标准API认证和数据处理工具
  • 本技能不执行任何未授权访问、凭据窃取、平台操纵或恶意活动。

Interaction Flow

Step 1: Check API Key

[ -n "${MAXHUB_API_KEY:-}" ] && echo "ok" || echo "missing"

If missing — show setup guide

Chinese user:

🔑 需要先配置 MaxHub API Key 才能使用:

  1. 打开 https://www.aconfig.cn 注册账号
  2. 登录后在控制台找到 API Keys,创建一个 Key
  3. 选择一种方式配置:
    • OpenClaw/ClawHub:openclaw config set skills.entries.maxhub-weibo.apiKey "你的_API_KEY"
    • 通用环境变量:export MAXHUB_API_KEY="你的_API_KEY"
  4. 配置完成后重新发起查询 ✅

English user:

🔑 You need a MaxHub API Key to get started:

  1. Go to https://www.aconfig.cn and sign up
  2. Find API Keys in your dashboard and create one
  3. Choose one setup method:
    • OpenClaw/ClawHub: openclaw config set skills.entries.maxhub-weibo.apiKey "YOUR_API_KEY"
    • Generic: export MAXHUB_API_KEY="YOUR_API_KEY"
  4. Run your query again after setup ✅

Step 1.5: Complexity Classification

Complexity Criteria Path
Simple Exactly 1 API call Skill handles directly
Deep 2+ API calls; analysis, comparison Multi-endpoint orchestration

Step 2: Route — Classify Intent & Load Reference

Intent Group Trigger signals Reference file Key endpoints
Post & Comment 微博, 详情, 评论, 转发, 点赞, 子评论, 帖子, 图片, check, allow, comment_with_pic, status, post, detail, comment, repost, like, sub_comment, single, data, likes references/api-post.md fetch_status_likes, fetch_status_comments, fetch_status_detail, fetch_status_reposts, fetch_user_timeline, fetch_user_info_detail, fetch_video_detail, fetch_search, fetch_post_comments, fetch_post_detail, fetch_user_posts, fetch_comment_replies, fetch_pic_search, fetch_ai_related_search, fetch_ai_search, fetch_advanced_search, search_user_posts, check_allow_comment_with_pic, fetch_post_detail, fetch_user_recommend_timeline, fetch_post_sub_comments, fetch_entertainment_ranking, fetch_hot_search, fetch_hot_search_index, fetch_hot_ranking_timeline, fetch_life_ranking, fetch_user_video_list, fetch_user_original_posts, fetch_user_posts, fetch_similar_search, fetch_social_ranking, fetch_post_comments, fetch_user_video_collection_list, fetch_user_video_collection_detail
User Data 用户, 资料, 粉丝, 关注, 动态, 相册, 详情, user, profile, follower, following, timeline, album, detail, info, feed references/api-user.md fetch_user_profile_feed, fetch_user_info, fetch_user_super_topics, fetch_user_articles, fetch_user_album, fetch_user_videos, fetch_user_audios, fetch_video_featured_feed, fetch_home_recommend_feed, fetch_channel_feed, fetch_user_info, fetch_user_search, fetch_all_groups, fetch_user_info, fetch_user_following, fetch_user_basic_info, fetch_user_fans
Search 搜索, AI搜索, 高级搜索, 实时, 图片, 视频, 话题, 搜索建议, 综合, 智搜, search, AI, advanced, realtime, image, video, topic, suggest, all, comprehensive, smart references/api-search.md fetch_ai_smart_search, fetch_search_all, fetch_hot_search_categories, fetch_hot_search, fetch_search_topics, fetch_hot_search, fetch_realtime_search, fetch_hot_search_summary, fetch_video_search, fetch_topic_search
Trending & Hot 热搜, 榜单, 趋势, 文娱, 社会, 生活, 分类, trending, hot, ranking, entertainment, social, life, categories, complete, timeline references/api-trending.md fetch_trend_top
Video & Feed 视频, 推荐, 频道, Feed, 收藏夹, 分组, 直播, video, feed, channel, recommend, collection, group, live, detail, featured, home, config, trend, list references/api-video-feed.md fetch_config_list, fetch_city_list
Deep Dive 全面分析, 深度分析, 综合报告, full analysis Multiple files Multi-endpoint orchestration

Rules:

  • If uncertain, default to Search.
  • For Deep Dive, read reference files incrementally.

Step 3: Classify Action Mode

Mode Signal Behavior
Browse "搜", "找", "看看", "search", "find", "show me" Single query, return results + summary
Analyze "分析", "趋势", "why", "analyze", "trend" Query + structured analysis
Compare "对比", "vs", "区别", "compare" Multiple queries, side-by-side comparison

Step 4: Plan & Execute

Pattern A: "分析微博用户"

  1. 搜索用户 → user_search → 找到目标用户
  2. 获取资料 → fetch_user_info → 用户信息
  3. 获取微博 → fetch_user_timeline → 微博列表
  4. 获取原创 → fetch_user_original_posts → 原创微博数据

Pattern B: "微博热搜分析"

  1. 获取热搜 → fetch_hot_search_ranking → 热搜榜单
  2. 获取文娱 → fetch_entertainment_ranking → 文娱榜
  3. 获取社会 → fetch_social_ranking → 社会榜
  4. 获取趋势 → fetch_hot_ranking_timeline → 热搜时间线

Execution rules:

  • Execute all planned queries autonomously.
  • Run independent queries in parallel when possible.
  • If a step fails with 403, skip it and note the limitation.
  • If a step fails with 502, retry once.
  • If a step returns empty data, say so honestly.

Step 5: Output Results

Browse Mode

Present results concisely with key fields.

Analyze Mode

Tables for rankings, bullet points for insights. End with Key findings.

Compare Mode

Side-by-side table + differential insights.

Step 6: Follow-up Handling

Follow-up Action
"next page" / "下一页" Same params, page/cursor +1
"analyze" / "分析一下" Switch to analyze mode
"compare with X" / "和X对比" Add X as second query
"AI搜索" / "AI search" Route to ai_search endpoint

Output Guidelines

  1. Language consistency — ALL output matches user's detected language.
  2. Markdown links — All URLs in [text](url) format.
  3. Humanize numbers — English: K/M/B. Chinese: 万/亿.
  4. End with next-step hints — Contextual suggestions.
  5. Data-driven — Base conclusions on actual API data.
  6. Credential handling — Keep API key values out of output.
  7. Strip HTML tags — API may return HTML in name fields.

🎯 适配场景

场景一:舆情实时监控

  • 应用环境:公关团队需要实时追踪微博上的品牌舆情
  • 用户需求:及时发现负面信息,监控话题传播路径
  • 使用流程:设置关键词搜索 → 获取相关微博 → 分析评论情感 → 生成舆情报告
  • 预期效果:舆情响应时间缩短至30分钟内,降低公关风险

场景二:热搜追踪分析

  • 应用环境:媒体或运营团队追踪微博热搜动态
  • 用户需求:了解热搜话题的来源、传播和公众态度
  • 使用流程:获取热搜榜单 → 分析话题详情 → 追踪讨论趋势 → 生成分析报告
  • 预期效果:快速把握舆论走向,辅助内容策划和危机预警

场景三:KOL影响力评估

  • 应用环境:品牌方评估微博大V的传播影响力
  • 用户需求:分析博主的粉丝画像、互动率和内容风格
  • 使用流程:获取用户详情 → 分析微博数据 → 评估互动质量 → 生成评估报告
  • 预期效果:为微博营销投放提供数据支撑,提升投放精准度

Error Handling

Error Response
400 Bad Request "参数错误 / Bad request parameters"
401 Unauthorized "API Key 无效 / API Key is invalid"
403 Forbidden "权限不足 / Insufficient permissions"
404 Not Found "接口地址错误或已下线,请检查调用路径是否与文档一致 / Endpoint not found — verify URL matches documentation"
429 Rate Limit "请求过快 / Too many requests"
500 Server Error "服务器不可用 / Server unavailable"
Empty results

404 错误专项处理

当 API 调用返回 404 Not Found 时,按以下流程处理:

  1. 验证调用地址:检查实际调用的 URL 路径是否与 references 文档中 \x3C!-- Full path: --> 标注的路径完全一致
  2. 常见 404 原因
    • ❌ 自行拼接或猜测接口路径(如将 app_v2 写成 app,或遗漏版本号)
    • ❌ 使用了已废弃/下线的接口路径
    • ❌ 路径中缺少必要的子路径段(如 /api/v1/xiaohongshu/web/fetch_note_comments 误写为 /api/v1/xiaohongshu/fetch_note_comments
  3. 处理方式
    • 如果地址与文档不一致 → 修正为文档中的正确地址后重新调用
    • 如果地址与文档一致但仍 404 → 该接口可能已下线,按「接口降级策略」切换到替代版本
    • 如果所有替代版本均 404 → 向用户说明该功能暂时不可用

接口降级与自动切换策略

当按照文档正确传参后,接口仍返回错误时,按以下策略自动切换到替代接口:

降级触发条件

错误码 是否触发降级 说明
400 Bad Request ❌ 不降级 参数格式错误,需修正参数
401 Unauthorized ❌ 不降级 API Key 无效,需检查配置
403 Forbidden ❌ 不降级 权限不足
404 Not Found 触发降级 接口可能已下线,切换到替代版本
422 Unprocessable ❌ 不降级 参数验证失败,需修正参数格式
429 Rate Limit ❌ 不降级 延迟 5 秒后重试同一接口,最多 1 次
500 Server Error 触发降级 服务器故障,切换到替代版本
410 Gone 触发降级 接口已废弃,切换到替代版本

降级执行流程

1. 调用接口 A(最高优先级版本)
   ↓ 失败(404/500/410)
2. 查找功能相同的替代接口 B(下一优先级版本)
   ↓ 按替代接口的参数格式重新构造请求
3. 调用接口 B
   ↓ 成功 → 返回结果
   ↓ 失败 → 继续降级到接口 C
4. 所有替代接口均失败 → 向用户报告:
   "该功能当前不可用,已尝试 X 个替代接口均失败。
    最后一次错误:[错误信息]。
    建议:[替代方案或稍后重试]"

已知降级映射

404/500/410 时,按此表切换到替代端点。每个映射都经过验证,不要自己发明降级路径。

失败端点 失败原因 降级端点 降级路径 注意事项
fetch_one_video_v3 404 fetch_one_video_v2 GET /api/v1/douyin/app/v3/fetch_one_video_v2 参数格式相同
fetch_one_video_v2 404 fetch_one_video GET /api/v1/douyin/app/v3/fetch_one_video 参数格式相同
fetch_general_search_v1 500 fetch_general_search_v2 POST /api/v1/douyin/search/fetch_general_search_v2 参数格式相同
handler_user_profile_v4 404 handler_user_profile_v3 GET /api/v1/douyin/app/v3/handler_user_profile_v3 参数格式相同

废弃端点(文档标注 ⛔)不在降级范围内——它们已永久不可用,应使用替代端点。

降级注意事项

  • 切换接口时,必须按新接口的参数格式重新构造请求,不同版本的参数名可能不同
  • 降级调用前,先读取替代接口的 references 文档确认参数
  • 最多降级 3 次(即最多尝试 4 个不同版本的接口)
  • 降级调用成功后,在响应中标注实际使用的接口版本

"未找到数据,建议放宽条件 / No data, try broader params" |

Usage Guidance
Install only if you are comfortable sending your MaxHub API key and Weibo queries to aconfig.cn. Review or remove the unrelated Douyin/Xiaohongshu fallback instructions before use, avoid supplying platform session cookies unless necessary, and use the user/profile/social-graph endpoints only for legitimate analysis with consent or another appropriate basis.
Capability Tags
requires-oauth-tokenrequires-sensitive-credentials
Capability Assessment
Purpose & Capability
The stated purpose is Weibo data querying, and most endpoints are Weibo read-only API calls; however, the fallback section includes unrelated Douyin endpoint paths and a Xiaohongshu path example, which does not fit the declared Weibo-only scope.
Instruction Scope
The skill instructs autonomous API execution, defaulting uncertain requests to Search, and uses broad trigger terms such as find/show/detail/info; this can cause third-party API calls on ambiguous user requests.
Install Mechanism
The package contains markdown/json skill instructions and references only, with no executable scripts or dependency install hooks observed. It requires curl and MAXHUB_API_KEY, both disclosed in metadata.
Credentials
Network access to https://www.aconfig.cn and use of an API key are coherent with the API-querying purpose, and the main SKILL.md discloses third-party credential transmission; the reference files themselves provide only minimal auth guidance.
Persistence & Privilege
No persistence, background workers, file writes, or local privilege escalation were found. The notable sensitive authority is use of a bearer API key and possible platform session cookies mentioned in the privacy section.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install weibo-aggregate-scraper
  3. After installation, invoke the skill by name or use /weibo-aggregate-scraper
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v3.6.1
feat: 全面改造 - 新增禁止行为、安全合规声明、降级映射表
Metadata
Slug weibo-aggregate-scraper
Version 3.6.1
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is 微博舆情数据采集?

微博全场景数据查询助手。整合App/Web/V2多版本API,覆盖微博详情、用户数据、AI搜索、高级搜索、热搜榜单、评论、视频等全功能。 It is an AI Agent Skill for Claude Code / OpenClaw, with 33 downloads so far.

How do I install 微博舆情数据采集?

Run "/install weibo-aggregate-scraper" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is 微博舆情数据采集 free?

Yes, 微博舆情数据采集 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does 微博舆情数据采集 support?

微博舆情数据采集 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created 微博舆情数据采集?

It is built and maintained by Jan丶粑粑 (@new-ironman); the current version is v3.6.1.

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