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Enforces backend Java/Quarkus project standards including architecture layers, design patterns, code reuse, Lombok, TDD, exception handling, and modern Java features. Use this skill when writing, modi…
Use this skill when creating comprehensive testing strategies for applications. Provides test planning templates, coverage targets, test case structures, and guidance for unit, integration, E2E, and p…
Use when the user asks to run Claude Code CLI (claude) for code analysis, refactoring, debugging, or automated edits, or references Claude Code workflows, sessions, permissions, or CLI flags.
Interpret documentation procedures into Doc Detective test specifications without executing
Interactive debugging mode that generates hypotheses, instruments code with runtime logs, and iteratively fixes bugs with human-in-the-loop verification. Use only for hard-to-diagnose bugs where the r…
Guides migration of .NET Framework Thread.Abort usage to cooperative cancellation in modern .NET. USE FOR: modernizing code that calls Thread.Abort, catching ThreadAbortException, replacing Thread.Res…
Recursive self-improvement engine. Think from first principles, let insights emerge.
Investigate fast-agent session and history files to diagnose issues. Use when a session ended unexpectedly, when debugging tool loops, when correlating sub-agent traces with main sessions, or when ana…
Use this skill when creating comprehensive testing strategies for applications. Provides test planning templates, coverage targets, test case structures, and guidance for unit, integration, E2E, and p…
Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the use…
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Validate Doc Detective test specifications or configuration files
Activate this skill when BenchmarkDotNet (BDN) is involved in the task — creating, running, configuring, or reviewing BDN benchmarks. Also activate when microbenchmarking .NET code would be useful and…
Enable nullable reference types in a C# project and systematically resolve all warnings. USE FOR: adopting NRTs in existing codebases, file-by-file or project-wide migration, fixing CS8602/CS8618/CS86…
Patterns for showing thinking process and execution chain. Every step visible, every decision traceable.
Reviews Rust code for ownership, borrowing, lifetime, error handling, trait design, unsafe usage, and common mistakes. Use when reviewing .rs files, checking borrow checker issues, error handling patt…
Use this skill when creating comprehensive testing strategies for applications. Provides test planning templates, coverage targets, test case structures, and guidance for unit, integration, E2E, and p…
Testing patterns and best practices for unit, integration, and E2E testing.
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Run a full-scale implementation review with parallel subagents. Inputs include review mode, self-review flag, and change scope.
Migrate a .NET 10 project or solution to .NET 11 and resolve all breaking changes. This is a MIGRATION skill — use it when upgrading from .NET 10 to .NET 11, NOT for writing new programs. USE FOR: upg…
Use when reviewing RTL designs for security vulnerabilities including access control gate bypasses, insecure FSM transitions, timing-dependent information leakage, and unintended data paths. Covers Ve…
Defensive exploratory data analysis for scientific data (CSV, FASTA, etc.). Context-first, human-guided; one plot at a time, ask why before executing, append-only journal per session, scripts with PEP…
Automate browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to: - Navigate websites and interact with web pages - Fill forms and click button…