arrive-guideline-architectGenerate ARRIVE 2.0 compliant animal research protocols with structured experimental design, sample size calculations, and reporting checklists. Ensures tran...
Install via ClawdBot CLI:
clawdbot install AIPOCH-AI/arrive-guideline-architectGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
University researchers designing animal studies for grant applications or manuscript submission to journals like PLOS or Nature that mandate ARRIVE 2.0 compliance. The skill generates complete protocols with sample size calculations and randomization schemes to ensure ethical approval and reproducibility.
Pharma companies developing new drugs use this to create standardized animal study protocols for efficacy and safety testing. It ensures transparent reporting, statistical power justification, and compliance with regulatory standards for in vivo experiments, streamlining IACUC submissions.
Early-stage biotech firms validating experimental protocols for investor presentations or regulatory filings. The skill checks existing protocols against ARRIVE guidelines, identifies gaps, and generates compliant documentation to enhance credibility and support funding applications.
CROs offering animal research services to clients use this to design and validate study protocols. It ensures consistency across multi-site studies, provides templates for ethics documentation, and helps meet journal requirements for client publications.
Institutions training new researchers on animal research best practices. The skill generates example protocols and validation reports to educate on ARRIVE 2.0 standards, supporting IACUC training programs and improving overall study transparency.
Offer the skill as a cloud-based platform with tiered subscriptions for researchers and institutions. Revenue comes from monthly or annual fees based on usage levels, such as protocol generation limits or advanced features like compliance validation.
License the skill to large organizations like pharmaceutical companies or universities for internal use. Revenue is generated through one-time or annual licensing fees, with customization options and integration support for existing research workflows.
Provide basic protocol generation for free to attract users, then charge for advanced features like sample size calculators, journal-specific compliance checks, or integration with tools like manuscript preparation assistants. Revenue comes from upsells and add-on purchases.
💬 Integration Tip
Integrate with upstream tools like sample-size-power-calculator for statistical design and downstream tools like iacuc-protocol-drafter for seamless ethics submissions.
Scored Jun 19, 2026
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