pattern-detection
Analyze and identify codebase patterns (naming, architecture, testing) to maintain consistency and enforce standards during development.
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180 skills found
Analyze and identify codebase patterns (naming, architecture, testing) to maintain consistency and enforce standards during development.
Implement LlamaExtract for robust structured data extraction from PDF, DOCX, and PPTX files using Pydantic schemas.
Evaluate code generation models using BigCode Evaluation Harness. Benchmarks include HumanEval, MBPP, and MultiPL-E with pass@k metrics for multi-language coding models.
Transforms vague or poorly structured prompts into optimized, high-performance instructions using proven prompt engineering principles for better AI model execution.
Generate high-quality images via a local ComfyUI instance. Perfect for private workflows and professional-grade AI image synthesis.
Mutation testing patterns for JS/TS using Stryker. Analyze branch code to find weak or missing tests, verify test effectiveness, and strengthen Node.js test suites.
Automated generation of structured, production-ready pytest test suites for Python functions and classes.
Guide for implementing features using architecture-first design, TDD, rich domain models, and Swift 6.2 patterns, ensuring a clean separation between Domain, Infrastructure, and App layers.
Query the Pollinations text API with web-search enabled models like Gemini and Perplexity for grounded, real-time research.
Production-ready reinforcement learning using Stable Baselines3. Train agents, design custom environments, implement training callbacks, and optimize workflows with a scikit-learn-style API.
Generate professional, cohesive, project-specific SVG icon sets with consistent style, stroke weight, and visual density. Ideal for unique web and app UI branding.
Google Gemini Image Generation API interface for text-to-image, editing, style templates, and automated retry workflows.