Results for “pattern-extraction”

61 skills

Comprehensive patterns for AI-powered document understanding including PDF parsing, OCR, invoice/receipt extraction, table extraction, multimodal RAG with vision models, and structured data output. Use when "document parsing, PDF extraction, OCR, invoice processing, receipt extraction, document understanding, LlamaParse, Unstructured, vision document, table extraction, structured output from PDF, " mentioned.

Decodes ams-OSRAM MPN encoding patterns, including product families, package suffixes, and series extraction rules, with guidance for the AMSHandler.

continuous-learning

Automatically evaluates Claude Code sessions to extract reusable patterns and save them as learned skills.

Write growth logs that extract reusable patterns from complex tasks, failures, and learning moments, using a structured template and quality checklist.

Analyze any text to extract a cognitive fingerprint across 12 dimensions, revealing reasoning patterns, decision styles, and thinking signatures.

30.2k · bundle

detecting-model-extraction-attacks

Detect model stealing, model inversion, and membership inference performed through inference-API abuse by monitoring query patterns, applying output perturbation, and red-teaming your own model's extractability.

24.6k · bundle

More results

h5ad-shiny-data-pipeline

Patterns for H5AD-backed Shiny apps with Excel fallback, groovy data in .uns, scVI QC validation, Leiden clustering merge, per-donor tissue extraction

meta-pattern-recognition

Identifies recurring patterns across three or more domains to extract universal principles and apply them to new contexts.

Identifies reusable UI patterns, components, and design tokens, then extracts and consolidates them into a design system for systematic reuse.

Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples.

Extract and consolidate reusable components, design tokens, and patterns into your design system. Identifies opportunities for systematic reuse and enriches your component library.

lucassantana-dev

Auto-extract reusable patterns from the current session into skills or memory

Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples.

Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples. Use when the user runs /si:extract or asks to package a recurring solution from memory into a skill.

meta-pattern-recognition

Identifies recurring patterns across three or more domains to extract universal principles and apply them to new problems.

Intelligent pattern selection for Fabric CLI. Automatically selects the right pattern from 242+ specialized prompts based on your intent - threat modeling, analysis, summarization, content creation, extraction, and more. USE WHEN processing content, analyzing data, creating summaries, threat modeling, or transforming text.

Extract and consolidate reusable components, design tokens, and patterns into your design system. Identifies opportunities for systematic reuse and enriches your component library.

continuous-learning

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

extract-modello-f24-data

Extract structured fields from modello f24 documents.

richardnguyen0715

pattern-adoption

Adapt and integrate a specific pattern from your references into your current codebase. Use when you've identified a pattern worth adopting and need a structured plan to integrate it with minimal disruption.

richardnguyen0715

context-extraction

Distill learnings from a completed repo analysis into reusable knowledge base entries in ~/.copilot/context/. Use after finishing a repo-analysis to make the learnings persistent and searchable.

Extract Lineage from Fabric Artifacts

pattern-library

Structure a pattern library entry with problem context, solution pattern, usage examples, and related patterns.

debugging-patterns

Pattern-Based Diagnosis

extract-modello-730-data

Extract structured fields from modello 730 documents.

design-system-extractor

Extracts tokens, typography, spacing, component states, assets, layout, responsive rules, and interactions from a UI reference.

extract-p45-data

Extract structured fields from p45 documents.

Apply a named refactoring pattern to a website codebase (extract templates, centralize analytics, DRY components)

tao-train-pointpillars

Train, evaluate, export, prune, and run inference for PointPillars 3D object detection models from LiDAR point clouds using NVIDIA TAO.

tao-train-pose-classification

Train, evaluate, export, and run inference for pose classification models using ST-GCN on skeleton keypoint sequences.

design-archivist

Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction design across any domain (portfolios, e-commerce, SaaS, adult content, technical showcases). This skill should be used when users need exhaustive design research, pattern recognition across large example sets, or systematic visual analysis for competitive positioning.

Curating cross-agent knowledge and institutional memory: extracts patterns from agent journals into METAPATTERNS.md, detects knowledge decay, propagates best practices. Use for memory curation.

Use when extracting structured information from text - named entity recognition, relation extraction, coreference resolution, knowledge graph construction, and information extraction pipelinesUse when ", " mentioned.

extract-p60-data

Extract structured fields from p60 documents.

extract-nomina-data

Extract employee, employer, earnings, deductions, tax, and net pay from Spanish or Latin American payroll slips.

extract-p11d-data

Extract structured fields from p11d documents.