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在 OpenClaw 中安装
/install market-research-automation
功能描述
Market research automation skill. Mine user pain points from social media and analyze competitors. Applicable for market validation before product launch, us...
安全使用建议
This skill is internally inconsistent: it advertises social-media mining and live competitor scraping but the shipped code only uses static mock data and makes no network or API calls. Before installing/using it: (1) If you expect live data, require the author to document exactly how API calls will be made and what credentials (if any) are needed. (2) Review any future changes that add requests/beautifulsoup usage to ensure API endpoints and credential handling are explicit and safe (no hardcoded tokens or unknown remote endpoints). (3) Only run pip installs and the script in an isolated environment if you plan to extend it to web-scraping. (4) If you will add API keys, store them in secure env vars and audit network calls to avoid accidental exfiltration. If you only need report/template generation from mock data, the package is low risk as-is.
功能分析
Type: OpenClaw Skill
Name: market-research-automation
Version: 1.0.0
The skill bundle provides a structured framework for market research automation, including market sizing, competitor analysis, and survey generation. The core logic in `scripts/market_researcher_tool.py` uses hardcoded mock data to generate Markdown reports and lacks any network communication, sensitive data access, or suspicious execution patterns.
能力标签
能力评估
Purpose & Capability
Name/description claim: 'mine user pain points from social media' and 'analyze competitors'. Reality: the included Python script contains only mock/local MARKET_DATA and COMPETITOR_DATA and does not perform any network calls or social-media API access. SKILL.md admits 'current version uses mock data and can be extended to real API calls.' This is an explainable mismatch but means the skill does not currently deliver the 'mining' capability it advertises.
Instruction Scope
Runtime instructions are limited to running the script and installing dependencies (requests, beautifulsoup4, pandas). The SKILL.md references X/Twitter API and Google Trends as data sources, but the provided script does not use those services, nor does it request or demonstrate handling API keys. Instructions do not ask the agent to read unrelated system files or exfiltrate data, but they leave open-ended guidance for connecting to external APIs if extended.
Install Mechanism
No install spec is present (instruction-only). The only install guidance is a pip install recommendation for common libraries; there is no archived download, third-party install script, or obscure URL. This is low-risk as-is.
Credentials
The skill declares no required env vars or credentials. However, the documented purpose (mining social media / Google Trends) typically requires API credentials; the SKILL.md does not request them now. If the code is extended to call external APIs, it would need credentials — the current lack of declared env vars is coherent with the mock-only implementation but inconsistent with the advertised live-data capability.
Persistence & Privilege
Skill does not request persistent presence (always:false), does not modify other skill configurations, and the provided script only produces reports rather than modifying system settings. No elevated privileges are requested.
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 market-research-automation - 安装完成后，直接呼叫该 Skill 的名称或使用
/market-research-automation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 market-research automation skill.
- Introduces an automated tool for market sizing (TAM/SAM/SOM), competitor analysis, and survey generation.
- Adds command-line workflows for research, comparison, and questionnaire tasks via `market_researcher_tool.py`.
- Provides detailed usage instructions and sample report output formats.
- References industry-standard data sources and emphasizes non-fabrication of findings.
- Removes legacy documentation on competitor analysis, validation, and evidence grading in favor of new simplified guides.
元数据
常见问题
Market Research Automation 是什么？
Market research automation skill. Mine user pain points from social media and analyze competitors. Applicable for market validation before product launch, us... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 84 次。
如何安装 Market Research Automation？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install market-research-automation」即可一键安装，无需额外配置。
Market Research Automation 是免费的吗？
是的，Market Research Automation 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Market Research Automation 支持哪些平台？
Market Research Automation 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 Market Research Automation？
由 OpenLark（@openlark）开发并维护，当前版本 v1.0.0。
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