aminer-open-academicACADEMIC PRIORITY: Activate this skill whenever the user's query involves academic, scholarly, or research-related topics — including but not limited to: pap...
Install via ClawdBot CLI:
clawdbot install CanXiangCC/aminer-open-academicGrade 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://open.aminer.cn/open/docsAI Analysis
The skill definition explicitly requires an API key for a legitimate academic data service (AMiner) and provides its official documentation. The primary risk is the standard one of sending user queries to an external API, but this is consistent with the skill's stated purpose. No hidden instructions, credential harvesting, or obfuscation were found in the provided text.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Researchers and students use this skill to quickly find relevant papers, scholars, and institutions for literature reviews or to identify key contributors in a field. It supports citation analysis and paper deep dives, helping users understand research trends and connections.
IP professionals and R&D teams leverage the skill to search patents, analyze patent landscapes, and monitor technological advancements. It aids in competitive intelligence and identifying prior art for patent applications.
Administrators and funding agencies use this skill to analyze institutional research output, track publication trends in journals, and evaluate scholar profiles for hiring or grant decisions. It supports org analysis and venue paper monitoring.
Authors and editors utilize the skill to explore journal content, check citation chains of papers, and identify suitable venues for submission. It helps in understanding impact and aligning research with publication standards.
Companies in tech and science sectors employ this skill to scout academic talent, monitor cutting-edge research, and analyze patent data for innovation pipelines. It supports scholar portraits and paper QA searches to inform strategic decisions.
Offers basic free API calls for simple queries, with premium tiers for advanced features like deeper data fields or higher query limits. Revenue comes from subscription fees paid by institutions or heavy users needing extensive data.
Provides customized data packages and API integrations for universities, corporations, or government agencies. Revenue is generated through licensing fees for bulk data access or tailored analytics services.
Monetizes by offering expert consulting, such as research trend reports, patent landscape analyses, or institutional benchmarking. Revenue streams include project-based fees and ongoing support contracts.
💬 Integration Tip
Ensure the AMINER_API_KEY is securely set as an environment variable before use, and always append entity URLs to results for accessibility.
Scored Apr 25, 2026
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cad reference tool
Search, install, and create OpenClaw skills using intelligent matching across built-in, local, and GitHub skill repositories.
Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell completions.