Production data teams need reliable patterns for pipelines, quality checks, and orchestration. This skill guides architecture, scaffolding, and DataOps practices for modern data stacks.

Computer vision teams need reliable guidance for models, datasets, inference, and deployment. This skill helps plan and optimize production vision pipelines with practical engineering checks.

Backend projects often need consistent planning across APIs, databases, security, and deployment. This skill gives Claude, Codex, and Claude Code structured backend guidance with simple helper scripts and references.

Medical device teams need consistent risk management evidence across design, regulatory, and post-market work. This skill guides ISO 14971 planning, analysis, controls, and file maintenance.

Medical device teams face complex submission paths, quality requirements, and market access timelines. This skill helps Claude, Codex, and Claude Code guide regulatory planning with structured MedTech expertise.

HealthTech teams need disciplined quality governance across standards, audits, reviews, and executive reporting. This skill guides QMR responsibilities, compliance oversight, KPI monitoring, and strategic quality planning.

Regulated teams need consistent document control, change tracking, and submission-ready records. This skill guides DMS design, regulatory reviews, and quality documentation workflows.

Product leaders need clear goal alignment across company, product, and teams. This skill generates OKR cascades, dashboards, and alignment scores from strategy templates.

Microsoft 365 tenant administration requires careful planning, repeatable scripts, and security review. This skill creates setup plans, checklists, and PowerShell drafts for tenant, user, license, and security workflows.

ISMS audits require clear scope, evidence, and risk-based priorities. This skill guides ISO 27001 audit planning, control testing, and readiness work.

Engineering leaders need consistent ways to assess debt, scale teams, and choose technologies. This skill provides CTO-ready frameworks, calculators, templates, and metrics guidance for structured technical leadership decisions.

Marketing teams need consistent content that fits each channel and supports search goals. This skill combines brand voice guidance, content templates, SEO checks, and social media planning.

Code reviews can miss quality, security, and maintainability issues. This skill guides structured reviews with scripts, checklists, and report generation.

Executive decisions often lack a shared structure for strategy, governance, and communication. This skill gives Claude, Codex, and Claude Code practical CEO frameworks and scenario tools.

Early teams need AWS designs that balance speed, security, scale, and cost. This skill turns product requirements into practical AWS architecture guidance and infrastructure templates.

Mobile teams need practical ASO decisions across keywords, metadata, reviews, and launch timing. This skill turns app details and store data into prioritized optimization actions.

Product teams often lose time turning ideas into clear, testable backlog items. This skill helps create user stories, acceptance criteria, estimates, and capacity-based sprint plans.

Generative art requests often need structure, reproducibility, and usable controls. This skill guides Claude, Codex, and Claude Code to create original p5.js artwork with seeded variation.

Produit des synthèses robustes et traçables en faisant analyser une même source par plusieurs modèles aux rôles complémentaires, puis en consolidant leurs accords, divergences et points de vigilance.

Abandoned Git worktrees can leave stale files and local branches behind. This skill runs a focused cleanup script for a named branch.