Security & Testing Habilidades de Claude

Testing Guide

Implements a comprehensive test-driven development (TDD) framework and multi-layered validation strategy for autonomous coding.

Python Testing Specialist

Implements robust Python testing environments using pytest, fixtures, mocking, and TDD workflows for high-quality codebases.

R Package Testing

Implements modern best practices for R package testing using testthat 3+ and behavior-driven development patterns.

RubyCritic Code Quality Analysis

Analyzes Ruby and Rails code quality to identify code smells, complexity issues, and refactoring opportunities using RubyCritic.

Duplicate Code Detector

Automates the identification of code clones and technical debt using quantitative metrics and structured TDD refactoring plans.

Security Design Patterns

Implements production-grade security best practices, secret management protocols, and input validation patterns to harden your codebase.

Agent Incident Responder

Manages security breaches and operational incidents through rapid evidence collection, forensic analysis, and coordinated recovery.

Standardized Pytest Configuration

Standardizes pytest configurations and testing patterns to ensure consistent quality and coverage across Python-based plugins.

Testing Quality Standards

Establishes consistent testing metrics, coverage thresholds, and best practices across software development projects.

Mathematical Algorithm Review

Performs intensive mathematical analysis to ensure numerical stability, algorithmic correctness, and alignment with authoritative scientific standards.

Architecture Review

Evaluates codebase architecture against Architectural Decision Records (ADRs), coupling rules, and design principles to ensure structural integrity.

Claude Hook Evaluator

Evaluates and audits Claude Code hooks for security vulnerabilities, performance bottlenecks, and SDK compliance.

Pensive Shared Review Infrastructure

Standardizes code review workflows and output formats across the Pensive suite of specialized review skills.

Diff Analysis & Risk Assessment

Analyzes code changesets to categorize semantic impact, assess deployment risks, and generate structured release summaries.

Claude Code Hook Authoring

Provides comprehensive guidance and patterns for creating custom event interceptors to extend Claude Code and SDK functionality.

Functional Core Architecture

Implements the Functional Core, Imperative Shell pattern to isolate deterministic business logic from side-effecting code for superior system testability.

Testing Coverage

Ensures code changes maintain or improve testing coverage by adhering to specific project standards and best practices.

Test Review & Audit

Evaluates and optimizes test suites using TDD/BDD principles, coverage analysis, and automated quality assessments.

Git Pre-commit Automation

Automates code quality checks, formatting, and commit message processing using Git hooks and the pre-commit framework.

Scope-Focused PR Review

Conducts disciplined pull request reviews by validating code against original requirements and automatically routing out-of-scope improvements to GitHub issues.

Error Handling Patterns

Standardizes error management and security logging across autonomous development systems to ensure resilient and auditable code.

QA Regression Runner

Executes automated end-to-end regression tests using the qa-use toolkit to ensure web application stability.

Systematic Debugging

Identifies the root cause of complex technical issues through evidence-based analysis and hypothesis testing before implementing fixes.

Verification Gate

Enforces mandatory pre-action verification checkpoints to ensure implementation actions align with explicitly verified reasoning and project reality.

GitHub Actions SHA Reference

Secures GitHub Actions workflows by automatically converting version tags to immutable commit SHA references.

Story-Based Pattern Framing

Accelerates pattern and anti-pattern identification across any domain by framing detection tasks as narrative arcs instead of static checklists.

TDD & BDD Test Manager

Automates the generation, maintenance, and quality assurance of test suites following strict TDD and BDD principles.

Holistic Linting

Enforces code quality through automated multi-linter workflows and systematic root-cause resolution to ensure code is truly production-ready.

Ledger Registry

Manages system ledgers by verifying data integrity via checksums and maintaining a centralized manifest of active modules and energy-aware preferences.

ActionPolicy Coder

Implements high-performance, composable authorization for Ruby on Rails applications using the ActionPolicy framework.