Security & Testing Habilidades de Claude

Verification Before Completion

Enforces a rigorous multi-step quality checklist to verify functionality, tests, and documentation before any code is committed or finalized.

Full Stack Debugger

Identifies and resolves complex software issues across UI, backend, and database layers using a systematic, iterative debugging workflow.

Test Writer

Generates comprehensive unit, integration, and end-to-end tests across multiple programming languages and frameworks using standardized templates.

TDD Implementer

Automates the test-driven development cycle through isolated Git worktrees and strict code coverage enforcement.

Recruitment Fake Data Generator

Generates realistic, UK-focused synthetic recruitment data including candidate profiles, job postings, and client records for testing and development.

LangGraph SITNOVA Security Automation

Implements stateful AI operator flows for automated security gate systems using the LangGraph framework and real-time OCR integrations.

Code Review

Reviews code changes and pull requests using principles from 'A Philosophy of Software Design' to minimize complexity and improve architectural depth.

Rust Test Coverage Advisor

Reviews Rust codebases to identify missing test cases and suggests comprehensive coverage for error paths, edge cases, and business logic.

Security & Authentication Specialist

Implements production-ready authentication systems, role-based access controls, and comprehensive security architectures with regulatory compliance.

Metalama Framework Development

Streamlines the internal development of the Metalama framework by providing guidance on aspect testing, debugging build issues, and maintaining engineering standards.

Claude Plugin Validator

Validates Claude Code plugin structures, manifest integrity, YAML frontmatter, and dependency graphs to ensure seamless plugin performance.

OSDU Test Reliability Analysis

Analyzes OSDU GitLab CI/CD pipeline reliability to identify flaky tests and provide quality metrics across cloud providers.

Safety Validator

Validates bash commands for security risks and dangerous operations using the schlock AST-based engine.

Secure Development Guidelines

Enforces secure implementation patterns, sensitive data management, and vulnerability prevention across the software lifecycle.

Claude Plugin Validator

Validates the integrity, consistency, and documentation quality of generated Claude plugins to ensure production-grade standards.

Audit Workflow

Standardizes bi-directional configuration auditing to ensure repository compliance with organizational standards.

Rust Mocking Strategy Guide

Implements robust testing patterns and mock strategies for Rust applications using trait-based abstractions.

Debugging Process

Implements a systematic debugging methodology using root cause analysis and evidence-based investigation to resolve complex software issues.

Web Application Testing

Automates the testing and debugging of local web applications using Playwright and lifecycle-managed servers.

ThinkDeep Reasoning & Investigation

Conducts systematic multi-step investigations using hypothesis tracking and progressive confidence modeling to solve complex technical problems.

Testing Test Writing

Implements Jest-based unit and integration testing patterns for backend services following a behavior-driven approach.

Rust Property Testing Guide

Generates robust property-based tests using proptest to automatically discover edge cases in Rust algorithms and data structures.

Wolf Verification Framework

Implements a three-layer verification architecture to eliminate hallucinations and ensure factual accuracy through systematic claim validation.

QA Code Review Checklist

Standardizes and automates comprehensive code reviews focusing on readability, performance, security, and industry best practices.

Rust Error Handling Advisor

Analyzes Rust code to implement idiomatic error handling using Result types, context propagation, and custom error enums.

Verification & Quality Assurance

Ensures codebase reliability and agent output accuracy through real-time truth scoring, automated quality checks, and intelligent Git-based rollbacks.

Debugging

Guides developers through a systematic, hypothesis-driven investigation to identify and resolve software bugs, performance issues, and logic errors.

Precommit Build Validator

Validates code changes by running precommit checks, automated builds, and battery-aware test suites.

Testing Guidelines

Enforces rigorous testing standards including strict assertions, minimal mocking, and clear naming conventions for high-quality test suites.

Python Development Best Practices

Standardizes Python development workflows by providing expert guidance on coding standards, testing, and documentation.