design-system-ops

Generate a CI/CD pipeline for design system quality checks

Generate a migration codemod with tests and rollback plan

Audit your component library inventory

Generate an AI-optimised component description

Detect where teams are diverging from the system

Run an accessibility audit on a specific design system component. Trigger when someone says: accessibility check, a11y audit, WCAG compliance, is this accessible, check accessibility, does this meet WCAG, screen reader support, keyboard navigation check, or anything about auditing the accessibility of a specific component.

Produce a design system adoption report separating coverage from actual adoption, with trend direction and risk flags. Trigger when someone says: adoption report, how much is the system being used, usage metrics, adoption status, coverage report, which teams are using the system, who's not using the system, or anything about measuring or reporting on how widely the design system is being used.

Generate AI-optimised text descriptions for components, formatted for Figma's MCP server and LLM consumption. This produces prose descriptions in a six-section format (purpose, props, anti-patterns, composition, accessibility, examples), NOT JSON schemas or structured data files. Trigger when someone says: write component description for AI, Figma MCP description, write the description for Claude to read, six-section description, describe this component for AI, or anything about writing text that makes components legible to LLMs. Do NOT trigger for JSON metadata schemas, structured constraint files, or programmatic tooling data — use metadata-schema-generator for those.

Transform audit findings into sprint-ready work items with effort estimates, acceptance criteria, and stakeholder-friendly rationale. This converts existing findings into tickets, NOT the process for contributing new components to the system. Trigger when someone says: generate backlog items, create tickets from audit, turn findings into work items, sprint planning from audit, create issues from report, backlog from diagnostic, or anything about converting audit output into actionable work items. Do NOT trigger for defining the contribution process or guidelines for new components — use contribution-workflow for that.

Produce a communication package for a design system change — release notes, migration guide, and team announcement. This produces communication artefacts for changes that have already been decided, NOT the deprecation lifecycle itself. Trigger when someone says: communicate this change, breaking change announcement, how do I tell teams about this, release notes, change log, write the announcement, or anything about communicating an update, release, or breaking change to consuming teams. Do NOT trigger for planning or executing a deprecation — use deprecation-process for that, which includes its own communication plan as part of the full lifecycle.