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Data & AI

Generate publication-ready statistical tables using gt, kableExtra, or flextable. Covers descriptive statistics, regression, ANOVA, correlation matrices, and APA formatting.

Development

Add or verify a UI language/locale in the claude-code-gui webview i18n system by creating translation JSON files and registering it.

Security

Build comprehensive attack trees to visualize threat paths, identify defense gaps, and communicate security risks to stakeholders.

Security

Coordinates multi-layer security hardening using specialized agents for vulnerability scanning, threat modeling, architecture review, and remediation. It implements defense-in-depth controls across application, infrastructure, and CI/CD pipelines. Best for running a structured security hardening program with prioritized fixes and compliance validation.

Data & AI

Guide for choosing training hyperparameters: learning rate formulas, LoRA rank, batch size, schedules, and model-specific tuning.

Testing

Scans manuscripts and code for W1 vs W2 Wasserstein metric inconsistencies, producing a reconciliation report.

Development

Complete debugging toolkit for diagnosing and resolving MaintainX integration issues. Includes diagnostic scripts, request logging, and health checks.

Content

Generate on-brand social cards for Pulumi events in five sizes using the Satori renderer, with optional enrichment of co-presenters and logos.

Development

Write minimum necessary code following YAGNI principle to prevent bloat and over-engineering.

Development

Deep audit of NIFAL, the NIF Abstraction Layer, ensuring canonical translation via a single boundary with no fabrication or render-time fallback.

Productivity

Guides PMs through a structured daily routine: standup, team sync, review, focus, and wrap-up. Reuses existing skills without duplication.

Testing

Per-game audit of Fallout New Vegas compatibility for ByroRedux, covering ESM, cells, lighting, and ragdoll dimensions.