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在 OpenClaw 中安装
/install risk-sentiment-scanner
功能描述
企业舆情信用风险扫描。当用户提供企业名称列表时，自动抓取各企业最新公开舆情（新闻、公告、监管信息），结合风险评分模型输出结构化信用风险报告。触发场景：（1）用户说"扫描风险"、"舆情分析"、"信用风险评级"；（2）用户提供了一份企业名单需要批量评估；（3）用户上传含企业名称的CSV/TXT文件；（4）定期复检提醒...
安全使用建议
This skill appears to be a judgment/analysis layer that expects the agent to perform web searches and extract article text — the bundled script only scores text and writes reports. Before installing: (1) Confirm what tools/permissions your agent will get (batch_web_search, extract_content_from_websites) so you understand what external calls will be made; (2) If you plan to push to Feishu, prepare and review the required Feishu credentials and only grant them if you trust the skill; (3) Test the skill on non-sensitive / dummy company names to verify it actually fetches content and doesn't produce misleading 'low risk' defaults (the script returns low-risk when no news is provided); (4) Be aware the skill will read memory/risk-watchlist.md and write reports to disk — avoid storing sensitive secrets in those files. If the owner/source is unknown and you need guaranteed accountability for data handling, treat this as untrusted until provenance and credential usage are clarified.
功能分析
Type: OpenClaw Skill
Name: risk-sentiment-scanner
Version: 1.0.0
The skill is a legitimate corporate risk assessment tool that performs sentiment analysis on public news. The core logic in `scripts/scan.js` uses a transparent keyword-based scoring model to evaluate companies, and the `SKILL.md` instructions guide the agent to use standard web search and extraction tools. There is no evidence of data exfiltration, unauthorized file access, or malicious command execution; the use of the `memory/` directory for watchlists and reports is consistent with the OpenClaw platform's intended design.
能力评估
Purpose & Capability
The skill claims end-to-end scraping + rating. SKILL.md instructs the agent to call batch_web_search and extract_content_from_websites to gather articles. The included scripts/scan.js only performs local text analysis and file I/O (reads a watchlist, writes reports) and explicitly expects the agent to supply fetched news texts. This is a coherence mismatch (placeholder analysis code vs claimed full pipeline) but can be explained by design (agent performs network steps).
Instruction Scope
Instructions direct the agent to read memory/risk-watchlist.md, accept uploaded CSV/TXT, use external search/extraction tools, and optionally push reports to Feishu. Reading the memory file and saving reports are expected, but the skill also tells the agent to transmit data to third-party endpoints (Feishu) without declaring required credentials. The agent will therefore have discretion to call external endpoints and access user memory — review what tool permissions the agent will get before enabling.
Install Mechanism
No install spec; skill is instruction-only with a small local script. No downloads or archive extraction are specified, so there is low installation risk. scripts/scan.js is plain JS and performs only local processing and filesystem writes.
Credentials
SKILL.md references pushing to Feishu (Feishu Skill interface) and using 'batch_web_search'/'extract_content_from_websites' tools, but the skill declares no required environment variables or credentials. If you intend to enable Feishu pushes or other third-party integrations, credentials will be needed — their absence in requires.env is an inconsistency to clarify.
Persistence & Privilege
The skill does not request always:true and is user-invocable only. It reads/writes files under the agent's memory and reports directories (memory/risk-watchlist.md, memory/risk-reports, reports/...), which is expected for this use case; it does not modify other skills or system-wide settings.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install risk-sentiment-scanner - 安装完成后，直接呼叫该 Skill 的名称或使用
/risk-sentiment-scanner触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release of Risk Sentiment Scanner:
- Supports batch scanning of enterprises for public sentiment and credit risk, triggered by direct input, file upload, or scheduled tasks.
- Crawls up-to-date news, regulatory, and financial information from prioritized Chinese media sources.
- Extracts relevant report content and summarizes enterprise risk factors with LLM-driven risk scoring (R1–R4) and structured JSON output.
- Generates aggregated and company-level risk reports, output to chat, file, or Feishu document as needed.
- Automated high-risk (R4) alerts with actionable recommendations.
- Includes tools for managing and updating enterprise monitoring lists.
元数据
常见问题
risk-sentiment-scanner 是什么？
企业舆情信用风险扫描。当用户提供企业名称列表时，自动抓取各企业最新公开舆情（新闻、公告、监管信息），结合风险评分模型输出结构化信用风险报告。触发场景：（1）用户说"扫描风险"、"舆情分析"、"信用风险评级"；（2）用户提供了一份企业名单需要批量评估；（3）用户上传含企业名称的CSV/TXT文件；（4）定期复检提醒... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 373 次。
如何安装 risk-sentiment-scanner？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install risk-sentiment-scanner」即可一键安装，无需额外配置。
risk-sentiment-scanner 是免费的吗？
是的，risk-sentiment-scanner 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
risk-sentiment-scanner 支持哪些平台？
risk-sentiment-scanner 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 risk-sentiment-scanner？
由 yukirang（@yukirang）开发并维护，当前版本 v1.0.0。
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