pbe-extractorExtract invariant principles from any text — find the ideas that survive rephrasing.
Install via ClawdBot CLI:
clawdbot install leegitw/pbe-extractorGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Apr 1, 2026
Extract core development principles from internal documentation, such as coding standards or architecture guides, to create a concise reference for onboarding new engineers. This helps ensure consistent practices across teams and reduces time spent sifting through lengthy documents.
Analyze research papers to identify invariant methodological principles, enabling researchers to quickly grasp key contributions without reading entire articles. This supports literature reviews and hypothesis generation by highlighting foundational ideas that survive rephrasing.
Extract essential principles from lengthy corporate policies or compliance manuals to create easy-to-understand summaries for employees. This improves adherence by focusing on core rules that apply across different contexts, reducing confusion and training costs.
Analyze successful marketing campaigns or brand guidelines to distill invariant principles about messaging and audience engagement. This helps teams replicate effective strategies while adapting to new platforms or trends, ensuring consistency in brand voice.
Extract key legal principles from contracts or regulatory texts to identify recurring clauses and obligations. This aids lawyers in quickly assessing risks and standardizing terms, improving efficiency in negotiations and compliance checks.
Offer the skill as part of a subscription-based platform for businesses, providing regular updates and support. Revenue is generated through monthly or annual fees, with tiers based on usage volume or advanced features like team collaboration tools.
Provide custom integration and training services to help organizations deploy the skill for specific use cases, such as internal knowledge management. Revenue comes from one-time project fees or ongoing retainer agreements for maintenance and optimization.
Offer a free basic version of the skill for individual users, with limitations on input size or output details. Monetize through premium upgrades that include higher compression ratios, batch processing, or API access for developers building on the tool.
💬 Integration Tip
Integrate the skill into existing workflows by using it as a preprocessing step for documentation systems or research tools, ensuring users can apply extracted principles directly to their tasks without switching contexts.
Scored Apr 15, 2026
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Find and compile academic literature with citation lists across Google Scholar, PubMed, arXiv, IEEE, ACM, Semantic Scholar, Scopus, and Web of Science. Use for requests like “find related literature,” “related work,” “citation list,” or “key papers on a topic.”
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Baidu Scholar Search - Search Chinese and English academic literature (journals, conferences, papers, etc.)
Orchestrates the continuous learning of new skills from arXiv papers. Use this to trigger a learning cycle, which fetches papers, extracts code/skills, and s...