Repo Atlas
Build a persistent context system (atlas) for any repository — generates directory maps with entrypoints, documents architecture and module boundaries, traces critical flows, catalogs external dependencies, and creates agent-ready onboarding guides. Use when asked to create a repo map, generate codebase documentation for LLM agents, set up an atlas, or create onboarding docs. Also use when asked…
Non Technical
Plain-English technical explanations. Use when the user asks what a software or AI term, acronym, command, error, or architecture means; says a technical explanation did not land; pastes confusing technical output; or invokes /non-technical. Checks nontechnical.dev, grounds the answer in the user's situation, and can prepare a confirmed request for a missing term.
Shopify Developer
Comprehensive Shopify development skill for theme architecture, Liquid, Admin API, Storefront API, metafields/metaobjects, checkout extensibility, Shopify Functions, webhooks, and platform limits. Use when implementing or debugging Shopify app/theme work, API integrations, checkout customizations, or data modeling. For Hydrogen/headless framework specifics, use Context7 MCP for current framework…
Diagram Design
Create branded architecture, IT current-state, flowchart, sequence, state machine, ER/data model, timeline, swimlane, quadrant, radar/spider, loop/flywheel, nested, tree, org chart, layer stack, Venn, pyramid/funnel, treemap, bar, line, Gantt and scatter charts, high-level, process, medallion, data flow, DP integration, DP security matrix, Sankey, fishbone, Wardley map, kanban, user journey, depl…