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QA Lead skill, responsible for test team management and quality system construction. Applicable to the following scenarios: (1) Develop testing strategies and quality standards (2) Plan the work of th…
Reviews error handling strategy and exception design. Use when the user asks to review error handling, when a module throws too many exceptions, or when callers must handle errors they shouldn't need …
Checks whether complexity is pushed to callers or absorbed by implementations. Use when callers must do significant setup, handle errors the module could resolve or configure things they don't underst…
Security assessment skill for outbound interaction and out-of-band (OOB) validation. Use when prompts include SSRF callback confirmation, blind XSS beacons, webhook abuse, XXE/OOB behavior, DNS/HTTP c…
53 AI-ready security remediation guides for Java vulnerabilities
Python development with type hints, async patterns, testing, and modern best practices
Playwright automation, Chrome DevTools debugging, and browser interaction testing. Use for E2E/unit tests, capturing screenshots, inspecting network/console logs, or validating user flows in web appli…
Initialize Doc Detective in a repository by detecting documentation, generating minimal config, creating tests for procedures, and iteratively running/fixing them. Use when (1) setting up Doc Detectiv…
Spring Retry for transparent retry support in Spring applications. Covers @Retryable, @Recover, RetryTemplate, backoff policies, and circuit breakers. USE WHEN: user mentions "spring retry", "@Retryab…
Evaluates whether abstractions genuinely provide a fundamentally different way of thinking or are structurally shallow. Use when adjacent layers feel redundant, when decorator/wrapper patterns add boi…
Diagnoses what makes code complex and why, using the three-symptom two-root-cause framework. Use when code feels harder to work with than it should but the specific problem is unclear. This skill iden…
Use when invoked by cfd-bioreactor orchestrator to provide rigorous mathematical analysis of FEM variational formulations, function space selection, stability conditions (inf-sup, Lax-Milgram), conver…
Expert SQL developer specializing in complex query optimization, database design, and performance tuning across PostgreSQL, MySQL, SQL Server, and Oracle. Masters advanced SQL features, indexing strat…
Optimize command outputs with RTK (Rust Token Killer) for 70% token reduction
Code formatting and style rules not handled by auto-formatters (oxfmt). Use when writing or modifying TypeScript/React code. Covers function declarations, exports, types, comments, JSX, naming convent…
Testing methodologies, test-driven development (TDD), unit and integration testing, and testing best practices across multiple frameworks. Use when the user needs to write tests, implement TDD, or imp…
Flyway database migrations for Spring Boot applications. Covers migration scripts, versioning, callbacks, and rollback strategies. Based on production patterns from castellino and gestionale-presenze …
Evaluates where module boundaries are drawn and whether modules should be merged or split. Use when deciding whether to combine or separate two specific modules, when two modules seem tightly coupled,…
Run an OWASP ZAP baseline security scan locally using Docker. Checks for the ZAP baseline script, executes the scan, and summarizes findings by risk level with remediation recommendations.
Use when invoked by cfd-bioreactor orchestrator to provide adversarial engineering review of CFD simulation plans and generated code. Challenges mesh quality, boundary conditions, solver parameters, s…
Run a comprehensive deep review combining architecture analysis, code review, error handling audit, type design analysis, comment verification, test coverage analysis, accessibility audit, localizatio…
Create and manage TMDD threat models grounded in actual codebase architecture. Use when the user wants to threat-model a system, add a feature, create security threat mappings, run tmdd commands, or w…
Plan and write forward-only SQL migration files with zero-downtime patterns, validation, rollback guidance, and production safety checks for PostgreSQL, MySQL, and SQL Server.
Language-agnostic guidance for lock-vs-lock-free (lockfree/lockless) concurrency decisions, atomic primitives, and memory-ordering risk evaluation. Use when tasks mention atomics, CAS/compare-and-swap…