Skill UI

Implements a robust caching strategy by using the SHA-256 hash of file content as the primary key, instead of the file path. This pattern is essential for high-cost file processing pipelines (like OCR, PDF parsing) because it ensures cache hits survive file renaming or moving, while still automatically invalidating entries when the content changes. It adheres to the Single Responsibility Principle (SRP) by isolating caching logic into a service layer wrapper.

This comprehensive API provides a robust solution for automated document workflows. Users can perform format conversions (PDF, DOCX, XLSX, etc.), extract structured data (text, tables), perform OCR on scanned documents, redact sensitive information (PII), add watermarks, and apply digital signatures. Suitable for building automated, secure document processing pipelines.

This comprehensive tool automates the process of translating non-English official documents (images) for visa applications. It handles image preprocessing (conversion and rotation), performs robust OCR using multiple frameworks, translates the extracted text into professional English while maintaining document structure, and generates a certified bilingual PDF containing both the original image and the formatted translation.

This guide assists academic writers in selecting, deploying, and making theoretical frameworks an active instrument within essays. It teaches how to move beyond mere jargon-dumping, ensuring that concepts (such as psychoanalysis, deconstruction, or ecocriticism) genuinely contribute to a claim about the object under study. It clarifies the crucial distinction between theorizing, applying theory, and merely citing it.

A comprehensive guide for authors targeting the Journal of Clinical Endocrinology and Metabolism. It assesses the suitability of clinical studies across endocrine and metabolic systems, covering scope, required evidence standards, reporting guidelines (CONSORT, STROBE), and house style. Use this tool for pre-submission self-checking to ensure your manuscript meets the journal's high academic and clinical standards.

This skill guides authors on adapting philosophical arguments for public concern, specifically targeting venues like Philosophy & Public Affairs. It details the required academic rigor, scope (e.g., justice, bioethics, democracy), and structural elements needed for a manuscript to succeed. It serves as a fit check, helping authors sharpen their thesis, engage with opposing viewpoints, and maintain a strong connection between abstract theory and real-world public problems.

This skill provides a comprehensive guide for authors assessing the fit and framing of metabolic, endocrine, or diabetes research for The Lancet Diabetes & Endocrinology. It outlines the journal's specific requirements, favoring major randomized trials, large prospective cohorts, and population-level epidemiological studies with clear international clinical or policy relevance. It covers method standards, reporting guidelines (CONSORT, STROBE, PRISMA), and official submission checklists. Note: This is a venue-fit aid, not clinical or regulatory advice.

This module converts diverse clinical inputs—including scanned images, faxes, CSV/TSV exports, and C-CDA XML—into a normalized, clean text format (`ExtractedDocument`). It supports on-device OCR (Tesseract/PaddleOCR) and structured redaction for tables. It is the crucial first stage for feeding de-identification and Named Entity Recognition (NER) pipelines.

This methodology guides users to ask critical, load-bearing questions when faced with ambiguous, vague, or assumption-laden requirements. It helps surface hidden requirements and undefined terms, ensuring that the development process is based on explicit, agreed-upon facts rather than guesswork. Use it to define the true problem and scope before committing to a solution.

Turns vague or open-ended build requests into clear goals, constraints, and acceptance criteria through a short Socratic interview before any code is written. Ideal for early-stage ideation and requirement clarification.

This skill facilitates a Product Manager-focused Socratic interview to extract detailed requirements and generate a comprehensive Product Requirements Document (PRD). It automatically classifies questions and gathers evidence from code and data contexts without writing implementation code. Suitable for defining product scope, features, and specifications for development teams.

A hands-on interactive tutorial that teaches Ouroboros, a specification-driven development tool. Guides users from vague ideas to precise Seeds through Socratic interviews and a clear workflow, with practical commands and audience-adapted pacing.