Omnipedia Strategic Plan Automating Article Review with the Manual of Style Submitter's Note: This StratML rendition was compiled from the source by Claude.ai and edited in the form at https://stratml.us/forms/Claude/Part1.html Wikius WKS https://github.com/wikius Building a wiki that any agent can edit Samuel J. Klein Public AI Network and Wiki USA Michael Zargham BlockScience, Inc. Sayer Tindall BlockScience, Inc. Alex Andonian MIT Knowledge-sharing democratized by removing barriers to high-quality article contributions, enabling any agent—human or AI—to effectively participate in collaborative knowledge creation while maintaining rigorous quality standards. fb9950c7-cdd8-471b-b832-62612aec991a To streamline the evaluation of articles against style guides using advanced language models, enhancing the speed and consistency of article reviews while alleviating bottlenecks caused by manual evaluations. 0f364792-ae3b-47fb-8328-01d76647950e Knowledge Democratization of Knowledge ~ Supporting contributors by removing technical barriers to participation in knowledge-sharing platforms. Automation Constructive Automation ~ Enabling language models to act as constructive reviewers using explicit style guide requirements rather than replacing human judgment. Insight Actionable Insights ~ Providing editors and reviewers with specific, contextual feedback for improving article quality. Openness Operating as open source software under MIT License to enable community contribution and adaptation. Style Automate Style Compliance Reviews ad5b04f5-644f-4e82-8f43-f3bc7a5c1839 1 Support contributors by automating style compliance reviews to reduce manual review bottlenecks. Compliance Achieve Rapid Compliance Checks 3bd6d578-f848-4d5e-b883-d6da9bedec29 1.1 Reduce review time through automated compliance checking. Problems Detect Problem Areas Automatically db0107e5-20b3-45e6-9044-4e14e06bfe41 1.2 Provide automated identification of common issues with prioritized improvement suggestions. Collaboration Enable Collaborative Reviews ddc79380-bfc3-4943-83c4-1abb5e3db53a 1.3 Support multi-reviewer workflows with version control and real-time collaboration features. Capabilities Expand System Capabilities 7c90d7dc-a213-4ecc-86fc-71b5be2c4633 2 Scale the system to handle comprehensive style requirements and diverse article types. Style Requirements Expand to 1000+ Style Requirements 8c3e37fb-dc9f-4cf0-9653-b3741d4aea71 2.1 Increase coverage of style guide requirements to 1000+ structured rules. Human Genome Support Full Human Genome Article Corpus a8c842ae-e23e-49a2-9b41-653586a9ee5a 2.2 Enable comprehensive evaluation of all human genome-related articles. Topics Achieve Specialized Topic Accuracy da398712-df35-4240-abdf-21c758957c78 2.3 Maintain high accuracy rates across specialized domains including medical and scientific content. Wikipedia Ecosystem Integrate with Wikipedia Ecosystem 2ee4f391-46af-4712-bdc1-3a54603811c8 3 Seamlessly integrate Omnipedia into Wikipedia's editorial workflow and tooling. WikiEditor Deploy Native WikiEditor Integration 441d25ca-6fc5-4681-b6f0-ad012121cdca 3.1 Provide direct integration with Wikipedia's editing interface. Beta Launch Public Beta ce59afbf-2977-4eca-bd80-99cd4de7b247 3.2 Release public beta version for community testing and feedback. 2025-12-07 https://github.com/wikius/omnipedia Owen Ambur Owen.Ambur@verizon.net