patent-retriever-bigqueryTeam ZeeLin’s production-grade patent evidence retrieval skill for Google Patents BigQuery. Converts natural-language research intent into auditable multi-ro...
Install via ClawdBot CLI:
clawdbot install yangyuwen-bri/patent-retriever-bigqueryGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval (Calls external URL not in known-safe list
https://github.com/yangyuwen-bri/patent-retriever-bigqueryAI Analysis
The skill interacts with Google Cloud services (BigQuery) using standard, documented environment variables for authentication, which is consistent with its stated purpose. The external URL is the project's public GitHub repository, not an unauthorized data endpoint. The primary risk is the potential for unsafe shell command handling in user-provided scripts, but no hidden instructions, credential harvesting, or data exfiltration patterns are evident in the provided definition.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A startup developing AI-driven sentiment analysis tools uses this skill to identify existing patents in the field, assess competitive landscapes, and avoid infringement risks. By filtering by keywords like 'sentiment analysis' and countries like US and CN, they retrieve structured patent data for strategic R&D planning.
A law firm specializing in intellectual property employs this skill to conduct prior art searches for patent applications or litigation support. Using explicit filters such as publication dates and IPC codes, they generate auditable retrieval plans to validate patent novelty and support legal arguments.
A large corporation in the electronics sector uses this skill to monitor patent trends in specific technologies like 'public opinion AI'. By setting filters for assignees and filing dates, they gather structured evidence to inform innovation strategies and identify potential acquisition targets.
University researchers studying renewable energy technologies utilize this skill to retrieve patents related to solar panels or wind turbines. They apply filters for countries and date ranges to compile datasets for analysis, supporting publications and grant proposals with validated patent artifacts.
A medical device company developing new diagnostic tools uses this skill to search for patents on specific biomarkers or imaging techniques. By filtering keywords and inventors, they ensure compliance and identify collaboration opportunities, streamlining product development cycles.
A company offers a subscription-based software service integrating this skill to provide automated patent retrieval and analysis tools. Clients pay monthly fees for access to structured patent data, with premium tiers for advanced filtering and custom integration with legal workflows.
A consultancy firm uses this skill to deliver tailored patent search reports and strategic advice to clients. Revenue is generated through project-based fees for conducting retrieval plans, analyzing results, and providing recommendations on IP portfolio management.
Large enterprises license this skill as part of their internal R&D or legal toolkits, paying annual licensing fees. This model includes support and customization, enabling teams to perform frequent patent searches without external dependencies, improving efficiency and data security.
💬 Integration Tip
Ensure Google Cloud credentials are properly configured and run pre-flight checks to avoid missing environment variables, which are critical for BigQuery access.
Scored Jun 19, 2026
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
Get institutional-grade CEO performance analytics for S&P 500 companies. Proprietary scores: CEORaterScore (composite), AlphaScore (market outperformance), R...
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Suggest optimal academic venues for paper submission based on paper content, novelty level, and author's goals. Activated when Chopin asks 'which journal sho...
Baidu Scholar Search - Search Chinese and English academic literature (journals, conferences, papers, etc.)