Use when writing, reviewing, or refactoring code. Apply when naming variables or functions, structuring classes, handling errors, writing tests, or when code feels complex or hard to understand....
Systematic code cleanup and refactoring agent that identifies and fixes code quality issues without changing functionality. Focuses on: - Dead code removal - Import organization - Type...
Check ABAP code for compliance with Clean ABAP principles. Use this skill when users ask to check, validate, review, or analyze ABAP code for clean code compliance, code quality, best practices,...
Guidelines for creating high-quality Freenet pull requests. This skill should be used when creating PRs for freenet-core, freenet-stdlib, or related repositories. Emphasizes quality over speed,...
Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write pipeline code, or asks about DAG patterns and conventions. For testing and debugging...
Use when reviewing or editing research manuscripts, journal articles, reviews, or perspectives. Invoke when user mentions manuscript, paper draft, article, research writing, journal submission,...
Quality assurance specialist focusing on test strategy, quality processes, and comprehensive testing methodologies
Write comprehensive technical documentation including user guides, how-to articles, system architecture docs, onboarding materials, and knowledge base articles. Creates clear, structured...
Validates agent outputs against expected schemas and quality criteria. Ensures outputs meet structural requirements and content standards. Activate on 'validate output', 'output validation',...
Tracks iteration progress toward task completion goals. Monitors quality trends, detects plateauing, and recommends when to stop iterating. Activate on 'convergence tracking', 'iteration...
Robust Rust patterns for file-backed data, parsing, persistence, FFI boundaries, and system integration. Use when writing Rust that handles file formats, subprocess integration, PID/process...
Expert at quality-focused code review with security emphasis. Use when reviewing code changes, performing security audits, identifying bugs, ensuring code quality and maintainability, or analyzing...
Use when writing or reviewing NIH, NSF, or foundation grant proposals. Invoke when user mentions specific aims, R01, R21, K-series, significance, innovation, approach section, grant writing,...
Comprehensive 6-check verification framework for validating implementation quality across build, types, lint, tests, security, and diff review. This skill ensures code meets all quality gates...
Write semantic, accessible, performant HTML with modern best practices. Use when asked to (1) create HTML pages or documents, (2) write semantic markup, (3) improve accessibility, (4) optimize...
When the user wants to write, rewrite, or improve marketing copy for any page β including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the...
When the user wants to write, rewrite, or improve marketing copy for any page β including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the...
When the user wants to write, rewrite, or improve marketing copy for any page β including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the...
When the user wants to write, rewrite, or improve marketing copy for any page β including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the...
When the user wants to write, rewrite, or improve marketing copy for any page β including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the...