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Install in OpenClaw
/install skylv-market-pain-finder
Description
市场调研：痛点自动挖掘分析。立项没方向？自动深挖市场痛点，一份报告帮你稳过评审 This skill should be used when the user asks about 市场调研：痛点自动挖掘分析. Keywords: 市场调研, 痛点分析, 竞品调研.
Usage Guidance
This skill appears coherent and doesn't ask for credentials, but note: (1) it will perform web searches/fetches—confirm you are comfortable with the agent making external queries and collecting public data (and ensure you comply with target sites' terms and privacy rules); (2) SKILL.md asks you to pip install pandas before running the included script; (3) the script writes files to a local ../data directory—inspect that directory and outputs before sharing them; and (4) metadata version fields mismatch (_meta.json shows 3.0.0 while registry metadata lists 1.0.1) — a benign inconsistency but you may want to confirm you're using the intended release.
Capability Analysis
Type: OpenClaw Skill
Name: skylv-market-pain-finder
Version: 1.0.1
The skill bundle is a legitimate tool designed for market research and pain point analysis. The Python script (market_pain_finder_tool.py) performs basic file operations to generate Markdown reports and lacks any indicators of malicious intent, such as network exfiltration, credential theft, or obfuscation. The instructions in SKILL.md are consistent with the stated purpose and do not attempt to subvert the agent's behavior or access sensitive system data.
Capability Assessment
Purpose & Capability
Name/description, SKILL.md, and the included Python script all focus on collecting web data (via web_search/web_fetch), analyzing it, and writing a Markdown report—these requirements align with a market-research/pain-finding skill. Declared dependency on a 'market-researcher' skill and the listed tools (web_search, write_to_file) are appropriate.
Instruction Scope
Runtime instructions restrict activity to web_search/web_fetch, running the local script, and writing output files. The skill explicitly prohibits fabricating data and requires saving outputs. There is expected external data collection (search/fetch) but no instructions to read unrelated system files or environment variables.
Install Mechanism
No install spec is declared (instruction-only), which is low risk. SKILL.md suggests running 'pip install pandas' to satisfy the script, which is reasonable but is an external package installation step the user/agent must perform. No downloads from unknown URLs or archive extraction are present.
Credentials
The skill requests no environment variables, no credentials, and no config paths. File I/O is limited to a local data directory under the skill (../data) and explicit output paths. This is proportionate to the stated functionality.
Persistence & Privilege
always:false and no modifications to other skills or global agent settings. The skill creates and reads files only under its own data directory—no elevated persistence or cross-skill config changes are requested.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skylv-market-pain-finder - After installation, invoke the skill by name or use
/skylv-market-pain-finder - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Updated skill description to English for broader accessibility and clarified triggers.
- Original Chinese description was replaced by a concise summary highlighting capabilities and use cases.
- No changes to workflow, core features, or output requirements.
v1.0.0
market-pain-finder v1.0.0
- Initial release with automated market pain-point analysis for structured research reports.
- Supports user input for industry, target group, competitors, and preferred output format.
- Fetches real data from social media, forums, and competitor reviews via web search and web fetch.
- Extracts and prioritizes user pain points; analyzes competitor strengths/weaknesses.
- Automatically generates both a market research report and a user needs priority matrix as files.
- Ensures transparency: provides links to all data sources and summarizes key findings and next steps.
Metadata
Frequently Asked Questions
What is Skylv Market Pain Finder?
市场调研：痛点自动挖掘分析。立项没方向？自动深挖市场痛点，一份报告帮你稳过评审 This skill should be used when the user asks about 市场调研：痛点自动挖掘分析. Keywords: 市场调研, 痛点分析, 竞品调研. It is an AI Agent Skill for Claude Code / OpenClaw, with 143 downloads so far.
How do I install Skylv Market Pain Finder?
Run "/install skylv-market-pain-finder" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skylv Market Pain Finder free?
Yes, Skylv Market Pain Finder is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skylv Market Pain Finder support?
Skylv Market Pain Finder is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skylv Market Pain Finder?
It is built and maintained by SKY-lv (@sky-lv); the current version is v1.0.1.
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