scholar-researchSearch, analyze, and summarize peer-reviewed academic papers from open access sources. Provides credibility scoring, visualization, timeline generation, and...
Install via ClawdBot CLI:
clawdbot install jcheng67/scholar-researchGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://repo.my.eduUses known external API (expected, informational)
arxiv.orgAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Academic researchers use the skill to quickly gather and assess peer-reviewed papers for literature reviews or grant proposals. It helps identify high-credibility sources and extract key figures to support their work, saving time on manual searches.
Biotech and pharmaceutical companies employ the skill to monitor latest medical pre-prints and published studies for drug development. The credibility scoring ensures reliance on reputable sources, while timeline generation tracks disease research trends.
Technology firms use the skill to stay updated on AI and computer science advancements from arXiv and other repositories. It provides summarized research with methodology insights, aiding in competitive analysis and patent strategy.
Policy analysts leverage the skill to gather evidence-based papers on economics or social sciences from open access sources. The credibility distribution helps assess research quality for reports, ensuring data-driven decision-making.
Students utilize the skill to find and summarize relevant academic papers for theses or assignments. It offers easy access to free sources with credibility scoring, helping them avoid low-quality or retracted materials.
Offer a free tier with limited searches and basic features, while charging for advanced capabilities like high-volume queries, custom scoring weights, or priority API access. Revenue comes from subscription plans tailored to academic or corporate users.
Sell licenses to universities, research institutions, or corporations for integration into their internal systems. This includes custom source support, enhanced security, and dedicated support, generating revenue through annual contracts.
Provide the skill's core functionality via an API that developers can embed into other applications, such as research platforms or educational tools. Revenue is generated based on API call volume or tiered pricing plans.
💬 Integration Tip
Ensure API keys for sources like Semantic Scholar are configured in config.json, and use preset scoring profiles like 'balanced' for quick setup to avoid manual weight adjustments.
Scored Jun 19, 2026
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