langskills-searchSearch 119K evidence-backed skills from 95K+ papers & 24K+ tech sources
Install via ClawdBot CLI:
clawdbot install shatianming5/langskills-searchGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/LabRAI/LangSkillsAudited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Researchers can quickly find evidence-backed techniques and best practices from over 62,000 papers to support literature reviews or experimental design. This helps ensure methodologies are grounded in peer-reviewed sources, saving time compared to manual database searches.
Developers can search for coding techniques, security protocols, or cloud deployment strategies from 23,000+ tech sources to implement reliable solutions. It provides citations to real-world examples, reducing reliance on unverified online forums or LLM hallucinations.
Trainers and technical writers can source verified skills and procedures to create accurate educational materials or internal docs. The offline search ensures access to up-to-date, evidence-based content without internet dependency.
Professionals in biotech can query domains like research-arxiv for techniques such as CRISPR gene editing, backed by scientific papers. This supports R&D by providing citable evidence for experimental protocols or regulatory submissions.
Security analysts can search for attack mitigation strategies or tool configurations from the security domain, using quality scores to prioritize high-evidence methods. It aids in developing robust defense plans based on documented sources.
Offer tiered subscriptions for individuals, teams, or enterprises to access updated skill bundles and premium domains. Revenue comes from monthly or annual fees, with higher tiers including advanced features like API access or custom domain installations.
Sell site-wide licenses to large organizations for integration into internal tools, training platforms, or R&D workflows. This includes support, customization, and bulk domain installations, generating high-value contracts.
Provide a free basic version with limited domains, then charge for additional domain bundles (e.g., research-arxiv, cloud) or features like high-quality score filters. This attracts users with core functionality and monetizes advanced needs.
💬 Integration Tip
Integrate by running bundle-install --auto in project directories to install relevant domains automatically, and use the CLI with --format markdown for easy content embedding into docs or tools.
Scored Apr 19, 2026
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