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Install in OpenClaw
/install pans-lead-miner
Description
AI算力销售线索挖掘器。输入行业关键词,自动搜索筛选潜在客户,识别算力需求信号。 通过SearXNG聚合多数据源(Crunchbase/GitHub/LinkedIn/新闻),按融资和算力需求排序。 触发词:线索挖掘, 客户发现, AI公司搜索, 融资动态, 算力需求, lead generation, pros...
Usage Guidance
This skill appears to do what it says: it queries a local SearXNG instance to gather and score leads. Before installing/running: (1) confirm you have a local SearXNG instance at http://127.0.0.1:8888 and are comfortable with its configured data sources (LinkedIn/Crunchbase crawling may have legal/privacy implications); (2) fix the documentation mismatch (SKILL examples use 'mine.py' but the included file is 'miner.py') and verify required Python packages (the script uses urllib, not requests/bs4 — install any needed libraries); (3) run the script in an isolated environment first to validate behavior and outputs; (4) if you rely on third‑party SearXNG instances, be cautious — that could expose queries externally. If you want higher assurance, request the full, untruncated miner.py for review and confirm there are no hidden network calls beyond the local SearXNG endpoint.
Capability Analysis
Type: OpenClaw Skill
Name: pans-lead-miner
Version: 1.0.0
The pans-lead-miner skill is a legitimate lead generation tool designed to identify AI companies with high compute needs. It functions by querying a local SearXNG instance (http://127.0.0.1:8888) for funding and infrastructure signals, with a fallback to hardcoded demo data if the service is unavailable. The Python script (scripts/miner.py) uses standard libraries for HTTP requests and data parsing, and there is no evidence of data exfiltration, malicious execution, or harmful prompt injection instructions.
Capability Assessment
Purpose & Capability
Name/description match the implementation: the script queries a local SearXNG instance, parses search results for funding/compute signals, scores and exports leads. The declared data sources (Crunchbase/GitHub/LinkedIn/news) are used via SearXNG aggregation, which fits the stated purpose.
Instruction Scope
SKILL.md restricts network access to a local SearXNG (127.0.0.1:8888) and the Python script only makes HTTP requests to that URL; it does not read unrelated system files or request credentials. Two inconsistencies: CLI examples reference 'mine.py' but the included script is 'miner.py', and the dependencies list mentions 'requests' and 'beautifulsoup4' while the shipped script uses urllib and does not import requests/bs4. These look like documentation drift rather than malicious behavior, but you should confirm filenames and required packages before running.
Install Mechanism
No install spec — instruction-only with an included Python script. Nothing is downloaded or written to disk by an install step, so installation risk is low. The tool expects Python 3.11+ present on the host.
Credentials
No environment variables, credentials, or config paths are requested. The script only contacts a local SearXNG endpoint; no external hardcoded remote endpoints or secret exfiltration mechanisms were observed.
Persistence & Privilege
always:false and no code indicates the skill attempts to persist itself or modify other skills or system-wide agent settings. Normal runtime autonomy is allowed, but the skill itself does not request elevated persistence.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pans-lead-miner - After installation, invoke the skill by name or use
/pans-lead-miner - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of pans-lead-miner:
- AI-driven tool for mining sales leads needing AI compute power.
- Aggregates data from Crunchbase, GitHub, LinkedIn, and news sources via SearXNG.
- Filters and ranks prospects by fundraising stage and compute-related signals.
- Command-line search with support for keywords, data sources, region, and funding stage.
- Outputs results in table, JSON, or CSV formats.
Metadata
Frequently Asked Questions
What is Pans Lead Miner?
AI算力销售线索挖掘器。输入行业关键词,自动搜索筛选潜在客户,识别算力需求信号。 通过SearXNG聚合多数据源(Crunchbase/GitHub/LinkedIn/新闻),按融资和算力需求排序。 触发词:线索挖掘, 客户发现, AI公司搜索, 融资动态, 算力需求, lead generation, pros... It is an AI Agent Skill for Claude Code / OpenClaw, with 71 downloads so far.
How do I install Pans Lead Miner?
Run "/install pans-lead-miner" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pans Lead Miner free?
Yes, Pans Lead Miner is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pans Lead Miner support?
Pans Lead Miner is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pans Lead Miner?
It is built and maintained by dashiming (@dashiming); the current version is v1.0.0.
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