Backend teams need consistent API structure, DTO names, validation, and response patterns. This skill guides Claude, Codex, and Claude Code to follow Allra Spring Boot conventions.

AllayMC plugin setup can be hard to align across Gradle, metadata, lifecycle APIs, and server behavior. This skill guides Claude, Codex, and Claude Code through template-based plugin development and troubleshooting.

Teams need reliable UX research outputs from scattered user data and interviews. This skill structures personas, journeys, test plans, and design implications for faster product decisions.

Design systems need consistent decisions across color, type, spacing, and responsive behavior. This skill helps create token structures and handoff references from a small set of brand inputs.

Engineering teams need objective comparisons before choosing frameworks, platforms, or migration paths. This skill turns project context into weighted scores, cost estimates, security checks, and decision-ready recommendations.

Teams often miss edge cases when writing tests under time pressure. This skill guides TDD cycles, creates test scaffolds, and explains coverage gaps across common frameworks.

Social teams need clear campaign results from exported platform data. This skill calculates engagement, ROI, benchmarks, top posts, and recommendations from the data you provide.

Security reviews are hard to structure consistently across teams and releases. This skill provides local templates and reference guidance for threat modeling, audits, penetration test planning, and compliance preparation.

Backend projects often need consistent API, database, security, and performance decisions. This skill gives Claude, Codex, and Claude Code structured backend guidance with lightweight local helper scripts.

Architecture decisions often lack clear trade-offs, diagrams, and review structure. This skill helps Claude, Codex, and Claude Code produce practical architecture plans and decision records.

Medical device teams need consistent ISO 14971 risk work. This skill guides risk analysis, controls, verification, and file maintenance.

Medical device teams need clear regulatory plans before product and quality decisions become costly. This skill guides FDA, EU MDR, ISO, and global submission planning with structured team coordination.

Medical device teams need controlled QMS processes that meet ISO 13485 expectations. This skill helps create practical documentation, audit plans, review inputs, and improvement workflows.

HealthTech and MedTech teams must keep quality systems aligned with changing regulatory duties. This skill helps structure QMR oversight, management reviews, KPIs, and compliance planning.

Regulated teams often struggle to keep quality documents controlled, current, and audit ready. This skill helps Claude, Codex, and Claude Code plan document control systems, change workflows, and regulatory documentation reviews.

Medical device teams need structured audit planning and defensible findings. This skill helps prepare ISO 13485 audits, classify nonconformities, and plan CAPA verification.

Product leaders need strategy artifacts that connect company goals to team execution. This skill generates OKR cascades, alignment scores, and dashboard views for planning reviews.

Product teams need structured ways to compare requests, synthesize research, and document requirements. This skill provides local scripts and templates for prioritization, discovery, and PRD work.

Medical device teams need clear MDR guidance across classification, evidence, and documentation. This skill structures EU MDR 2017/745 work into practical compliance tasks.

Product marketing teams need clear positioning, launch plans, and sales enablement assets under tight timelines. This skill provides structured PMM frameworks for GTM strategy, ICP work, competitive intelligence, and reporting.