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Install in OpenClaw
/install market-research-automation
Description
Market research automation skill. Mine user pain points from social media and analyze competitors. Applicable for market validation before product launch, us...
Usage Guidance
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.
Capability Analysis
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.
Capability Tags
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install market-research-automation - After installation, invoke the skill by name or use
/market-research-automation - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Market Research Automation?
Market research automation skill. Mine user pain points from social media and analyze competitors. Applicable for market validation before product launch, us... It is an AI Agent Skill for Claude Code / OpenClaw, with 84 downloads so far.
How do I install Market Research Automation?
Run "/install market-research-automation" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Market Research Automation free?
Yes, Market Research Automation is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Market Research Automation support?
Market Research Automation is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Market Research Automation?
It is built and maintained by OpenLark (@openlark); the current version is v1.0.0.
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