always-works-testing
Mandatory execution-based validation for all software implementation tasks. Ensures code works through empirical verification before confirmation.
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530 skills found
Mandatory execution-based validation for all software implementation tasks. Ensures code works through empirical verification before confirmation.
A rigorous TDD workflow agent that enforces test-first development, ensuring 80%+ code coverage across unit, integration, and E2E tests for features, bug fixes, and refactoring.
Analyze AppWorld task failures to extract specific API patterns and generate actionable playbook bullets with concrete code examples.
Analyze codebase statistics: LOC, language distribution, and code-to-comment ratios using pygount.
Expert SwiftUI assistant for reviewing, refactoring, and building high-performance, testable, and modern iOS applications using Apple's best practices.
Guided statistical analysis with test selection, assumption checking, power analysis, and APA-formatted reporting for academic and experimental research.
Teacher-focused student profiling tool: OCR answer sheets, summarize performance, and update student profiles with targeted physics learning goals.
Expert assistant for the DGame Unity framework, facilitating development, architecture, hotfix, and resource management within the TEngine-based ecosystem.
Automated quality gate using 5 parallel AI agents to review code changes for correctness, style, and consistency.
Verify code style and formatting using Prettier and Stylelint without applying changes. Ensures consistent codebases by identifying issues in JS/TS/CSS/SCSS files.
Comprehensive AI-generated text detection framework. Features multi-layer analysis of vocabulary, structural patterns, model-specific fingerprints, and technical metadata artifacts to identify AI authorship.
Analyze and identify codebase patterns (naming, architecture, testing) to maintain consistency and enforce standards during development.