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Build genome-scale metabolic models from genome sequences using CarveMe and gapseq for automated reconstruction. Generate draft models ready for curation and analysis. Use when creating metabolic models for organisms without existing models.

Track-aware wrapper around gstack's /office-hours skill. Runs the upstream office-hours session (six forcing questions / builder mode), detects native vs web intent from the resulting design doc, asks the platform question (iOS / macOS / both) if native, writes .gstack/track, renders DESIGN.html via htmlify and OPENS it in Safari BEFORE the approval gate, then asks "Approve / Revise / Restart" — f

Git worktree management with tmux and iTerm2 integration. Use when creating isolated dev environments, managing parallel feature branches, switching contexts without stashing, or running multiple Claude instances. Covers worktree creation, tmux window management, iTerm2 tabs, and cleanup workflows.

Royalti.io REST API v2.6 pattern reference for developers. Covers authentication, CRUD patterns, pagination, error handling, webhooks, WebSocket events, data models, DDEX distribution, AI chat, source creator, global search, checklist workflows, music publishing, billing, and more. Use when helping developers integrate with the Royalti API (api.royalti.io) or when writing integration code, API doc

Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Design and implement a complete ML pipeline for: $ARGUMENTS

Verificação adaptativa pós-implementação é realizada por subagentes novos com dimensionamento P/M/G (correção de bug, funcionalidade, arquitetura) em um pipeline multiagente com zoneamento de funções rigoroso. O sistema autoescala de 2 a 7 agentes dependendo do tamanho da fase para otimizar o uso de tokens.

Use this skill when conducting or improving code reviews. Provides structured review processes, conventional comments patterns, language-specific checklists, and feedback templates. Ensures consistent, constructive, and thorough code reviews across teams.

When the user needs a security assessment — threat modeling, vulnerability review, auth flow audit, dependency scanning, or says "is this secure", "review for vulnerabilities", "threat model", "security audit", "pen test prep".

Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.

When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.