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OpenSourceSam

image-analysis is a skill that enables AI agents to assess visual quality of images, including game screenshots and sprites, for quality validation and comparison.

tachyon-zcash

book-review is a Rust language proof-carrying data framework designed to facilitate efficient code review by interpreting user arguments and applying project-specific review policies.

nopkhun

prompt-optimizer is a skill that uses ultrathink principles to optimize and refine prompts, making them inevitable and effective for AI agents and applications.

nilecui

Mermaid is a skill that enables the creation, validation, and rendering of Mermaid diagrams from various inputs, including natural language and code analysis.

akrk1986

python-type-safety is a skill that enables developers to utilize Python's type annotations for enforced documentation and automatic validation by tooling like mypy or pyright.

kslhunter

sd-review is a code analysis skill that combines defect review and refactoring analysis for comprehensive code evaluation

hivellm

TML is a programming language designed specifically for Large Language Models (LLMs). It eliminates parsing ambiguities, provides stable IDs for refactoring, and uses formal contracts to make code generation and analysis deterministic.

LucasPier

code-auditor is a hybrid skill that combines mechanical and semantic analysis for comprehensive code auditing and improvement.

lucasdreger

startup-business-analyst-market-opportunity is a skill that provides market opportunity analysis for startups, using both bottom-up and top-down methodologies to calculate TAM, SAM, and SOM.

LDmoxeii

cleanddd-requirements-analysis is a skill for analyzing and structuring business demands prior to CleanDDD modeling, producing outputs like scenarios, stakeholders, and classified business entities.

shiromac

wpf-ui is an AI agent skill that automates testing for Windows Presentation Foundation (WPF) applications. It uses Claude to read screenshots, understand UI state via the `list_controls` command, and autonomously perform actions like clicking elements or typing text based on mode detection.

LRYuChi

senior-qa is a comprehensive testing toolkit that leverages Python scripts to automate testing processes, including test suite generation, coverage analysis, and E2E test scaffolding