pbe-extractorExtract invariant principles from any text — find the ideas that survive rephrasing.
Install via ClawdBot CLI:
clawdbot install leegitw/pbe-extractorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/live-neon/skills/tree/main/pbd/pbe-extractorAudited Apr 16, 2026 · audit v1.0
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 May 1, 2026
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
Get institutional-grade CEO performance analytics for S&P 500 companies. Proprietary scores: CEORaterScore (composite), AlphaScore (market outperformance), R...
Add real references and standardize citations for research papers and theses (为科研论文和毕业论文添加真实参考文献并规范引用标注)
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Search academic papers on Google Scholar with keyword, author, and year filters, plus access author profiles and export results in JSON format.