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Threat Modeling Expert
Security
Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction.
Extract Artifacts
Data & AI
Reads Layer 1 source files and extracts structured entity cards into the knowledge base, with deduplication, conflict logging, and index updates.
SonarQube Webapp Testing
Testing
This skill provides best practices for writing and understanding tests in the SonarQube web application. It covers testing philosophy, file naming conventions (unit, integration, snapshots), three testing layers (integration, unit, snapshots), and smart mocks usage. It also includes critical rules like preferring `findBy` over `waitFor` and `toBeInTheDocument` over `toBeVisible`.
Systematic Debugging
Development
Systematic debugging process with four phases: investigate, analyze, hypothesize, implement. No fixes without root cause.
Tester - Test Quality Validation
Testing
Verifies test quality, coverage, and correctness by ensuring BDD scenarios map 1:1 to tests and that testing rules (≥80% coverage, error handling) are followed. Used during the review phase to confirm the implementation meets acceptance criteria through automated test validation.
ML Engineer
Data & AI
Build and deploy production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Covers model serving, feature engineering, A/B testing, and monitoring.
On-Demand Incus Boxes with pu
Development
Provision and manage ephemeral Incus containers for CI, builds, and evidence capture. Use pu to spin up, connect, and destroy remote Linux hosts.
Copy to Clipboard
Productivity
Copies provided text to the macOS clipboard using pbcopy. Triggered by keywords: copy, clipboard, pbcopy, cpc.
Tech Debt Tracker
Development
Scan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans.
Deployment Pipeline Design
DevOps
Designs multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Ideal for architecting deployment workflows, setting up continuous delivery, or implementing progressive delivery.
Frontend CSS Patterns
Development
Framework-agnostic CSS patterns for typography, color, motion, and spatial composition to create distinctive visual designs.
Tech Job Search
Data & AI
Fetches job openings from top tech companies using Greenhouse and Ashby APIs. Use when user asks about jobs, careers, or salaries.