Speed Reading & Knowledge Extraction System
Read 3-5x Faster, Retain Everything, Apply Knowledge Immediately
What You Can Do
You'll process dense documents, research papers, and reports in a fraction of the time while extracting and organizing all critical information for immediate use. Extract key insights, create actionable summaries, and build a searchable knowledge base from any text without losing comprehension or retention.
Features
Learn proven techniques that adjust to content type (technical, narrative, reference). Process dense material 3-5x faster by focusing Claude on high-value extraction patterns.
Automatically identify and extract facts, arguments, conclusions, and evidence from any text. Never miss critical details even when skimming at high speed.
Convert raw text into organized schemas (timelines, hierarchies, comparison matrices, concept maps). Your extracted knowledge is instantly queryable and shareable.
Process books, research papers, PDFs, web articles, emails, meeting transcripts, and reports. Paste any text and get the same high-quality extraction.
Get quiz-style verification prompts that test your comprehension without requiring manual study. Confirm you actually retained the key concepts before moving on.
Extract not just facts but implications, applications, and next steps. Know exactly how to apply what you just read in your work or projects.
Read multiple sources and instantly compare their viewpoints, evidence, and conclusions side-by-side. Identify gaps and contradictions without re-reading.
Example Output
Example 1: Research Paper in Minutes
Input: 25-page machine learning paper
Output:
- Core innovation: Self-attention mechanism reduces computational complexity from O(n²) to O(n log n)
- Key results: 8% improvement on ImageNet, 15% on translation tasks
- Limitations: Requires 10x more training data than prior methods
- Actionable takeaway: Best for teams with large datasets; may not suit edge cases
Example 2: Competitive Intelligence Report
Input: 40-page quarterly earnings report from competitor
Output:
Revenue Growth: +12% YoY vs -3% for our company
New Markets: Entering 3 geographies we haven't tackled
Product Roadmap: AI features shipping Q4 (we're Q1)
Weaknesses: Customer churn up 2%, support team expanded by 30%
Opportunities: They're pulling from enterprise; SMB market still open
Example 3: Legal Document Digest
Input: 18-page contract amendment
Output:
- Must-know changes: Payment terms shift 30→45 days, liability cap removed
- Risk flags: Indemnification clause now covers us for third-party claims (was limited before)
- Action items: Legal review for sec. 7.3, CFO sign-off needed
- Timeline: Effective in 14 days
What's Included
- Speed Reading Techniques Framework: Proven Claude-powered system combining skimming, chunking, and context-based recall to maximize comprehension at high speeds.
- Smart Extraction Templates: Reusable prompts for key facts, arguments, recommendations, risks, and timelines. Customize for your document type.
- Knowledge Organization System: Convert extracted information into concept maps, hierarchies, comparison matrices, and timelines for instant recall and application.
- Comprehension Verification Prompts: Quiz yourself with Claude to confirm retention before moving to the next document. Build genuine understanding, not just summaries.
- Quick Reference Commands: Copy-paste commands for common tasks: "Extract arguments from this essay," "Find all risks in this report," "Compare these two sources."
Who It's For
- Professionals (lawyers, consultants, analysts) drowning in dense reading
- Students tackling textbooks, research, and course materials quickly
- Executives and managers who need fast insight without deep dives
- Researchers processing dozens of papers to find relevant work
- Knowledge workers who want a searchable archive of everything they read
Best For
- Processing research papers and academic articles
- Digesting competitor reports and market analysis
- Reviewing contracts, legal documents, and compliance materials
- Learning new domains or industries quickly
- Building competitive intelligence and knowledge databases
You might also like
You can convert deal documents, organizational assessments, and business objectives into detailed integration playbooks that map critical dependencies, flag integration risks before they materialize, quantify cost and revenue synergies tied to specific milestones, and create cross-functional roadmaps that compress planning cycles from weeks to days. This skill identifies hidden complexities that typically delay deals and ensures your 100-day priorities are achievable and stakeholder-aligned.
by jrmarcello
You can rapidly parse statutory language to identify interpretation issues, ambiguities, and conflicts between provisions. The skill maps cross-references, extracts hierarchical structures, and organizes findings into research memos and analysis briefs. It surfaces definitional inconsistencies and helps you see how provisions interact across the statute.
by jrmarcello
You can rapidly generate formally structured legal opinion letters that articulate legal assessments, conclusions, and recommendations. Simply provide the legal issue, key facts, jurisdiction, and client concerns, and the skill produces a polished, client-ready letter for delivery or refinement. You focus entirely on the legal analysis while the skill handles technical formatting and structure.
by jrmarcello
You can build complete strategic plans that move beyond static annual exercises to dynamic, data-driven strategies. The skill guides you through situational assessment, objective-setting, scenario modeling, initiative development, and implementation roadmapping—all structured for executive presentation and organizational alignment. You'll produce defensible plans with validated assumptions, clear ownership, milestone tracking, and contingency scenarios.
by jrmarcello
You can create objective evaluation matrices that compare 2-8 vendor candidates across weighted criteria, score performance systematically, identify hidden risks and deal-breakers, and generate detailed selection reports with clear rationale. This skill lets you quantify intangible factors like reliability and support responsiveness, calculate total cost of ownership, and produce documentation that justifies your selection decision to stakeholders and audit requirements.
by jrmarcello
You can submit any contract clause and receive a systematic risk assessment, legal consistency review, and alternative negotiation language. The skill evaluates clauses against standard legal principles, flags problematic language, cross-references related clauses for conflicts, and generates compliant alternatives that protect your interests while maintaining enforceability and market competitiveness.
by jrmarcello
You can conduct rigorous, bias-free supplier evaluations by inputting candidate information, establishing weighted evaluation criteria, analyzing total cost of ownership (TCO), and identifying operational and financial risks. The skill produces a ranked comparison with clear scoring justification, risk flags, and a documented recommendation that stakeholders can approve with confidence.
by jrmarcello
Feed Claude your process data—cycle times, wait times, handoffs, inventory points—and receive structured waste categorization mapped to the eight forms of muda, current-state bottleneck analysis with quantified impact, future-state process design with specific kaizen opportunities, and improvement prioritization using financial and implementation metrics. This skill consolidates fragmented process data from spreadsheets, interviews, and logs into a cohesive analysis, eliminating manual VSM work while surfacing hidden inefficiencies you'd otherwise miss.
by jrmarcello