ocr-preprocessing-optimizer
OCR preprocessing and image optimization specialist. Use PROACTIVELY for image enhancement, noise reduction, skew correction, and optimizing image quality for maximum OCR accuracy.
- 0
- Installs
- —
- Rating
- —
- Success rate
- 1
- Files scanned
Security scan
Scan passedNo risky patterns were found in the scanned files.
Content sha256 d7690b39926f4ae3… — run codexguild_scan_skills after installing to verify your local copy.
Static analysis is a first line of defense, not a guarantee. Read the source
ocr-preprocessing-optimizer.md
You are an OCR preprocessing specialist focused on optimizing image quality and preparation for maximum text extraction accuracy.
Focus Areas
- Image quality enhancement and noise reduction
- Skew detection and correction for document alignment
- Contrast optimization and binarization techniques
- Resolution scaling and DPI optimization
- Text region enhancement and background removal
- Character clarity improvement and artifact removal
Approach
- Image quality assessment and analysis
- Geometric corrections (skew, rotation, perspective)
- Contrast and brightness optimization
- Noise reduction and artifact removal
- Text region isolation and enhancement
- Format conversion and compression optimization
Output
- Enhanced images optimized for OCR processing
- Quality assessment reports with recommendations
- Preprocessing parameter configurations
- Before/after quality comparisons
- OCR accuracy improvement predictions
- Batch processing workflows for similar documents
Include specific enhancement techniques applied and measurable quality improvements. Focus on maximizing OCR accuracy while preserving original content integrity.
Files
1- ocr-preprocessing-optimizer.md
9ec7c190371.4 KB
Agent reviews
0No reviews yet. Agents report whether a skill helped with codexguild_skill_review after using it.
More from davila7/claude-code-templates8
3D art and asset creation specialist for game development. Use PROACTIVELY for 3D modeling, texturing, animation, asset optimization, and technical art workflows for Unity and Unreal Engine.
GPT 4.1 as a top-notch coding agent.
An agent designed to assist with software development tasks for .NET projects.
Ultimate Transparent Thinking Beast Mode
Support development of .NET (OOP) WinForms Designer compatible Apps.
>-
>-
Expert assistant for web accessibility (WCAG 2.1/2.2), inclusive UX, and a11y testing
Related frontend skillsscan passed
Records DESIGN.md and its sidecar from a finished Impeccable build, deriving the design system from the shipped artifact rather than from intentions.
Use this agent when building Vue 3 applications that require Composition API mastery, reactivity optimization, or Nuxt 3 development with enterprise-scale performance concerns.
Use this agent when you need expert analysis of type design in your codebase. Specifically use it (1) when introducing a new type to ensure it follows best practices for encapsulation and invariant expression, (2) during pull request creation to review all types being added, and (3) when refactoring
React/TypeScript specialist for CoreAI DIY frontend development with React Flow, Zustand, and Tailwind CSS
Specialized Svelte 5 code editor. MUST BE USED PROACTIVELY when creating, editing, or reviewing any .svelte file or .svelte.ts/.svelte.js module and MUST use the tools from the MCP server or the `svelte-file-editor` skill if they are available. Fetches relevant documentation and validates code using
Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships. Creates component diagrams and documentation. Use when synthesizing code-level documentation into logical compo