ux-analyst
UX Analyst
Transform prototype demos from "visual representation" into "behavioral semantics". This skill translates UI mockups into executable behavioral specifications that engineers and other AI agents can use to implement features.
When to Use
Use this skill when:
- User provides Figma links, screenshots, videos, or HTML demos
- User wants to understand how pages/screens behave
- Converting visual designs to implementation requirements
- Before writing SPEC or technical implementation
- Any request to analyze or document user interactions and flows
Input
This skill accepts:
- PRD (optional but recommended for context)
- Figma designs or links
- HTML/CSS demos
More from go-sphere/skills
ent-seed-sql-generator
Generate deterministic INSERT SQL seed data from Go Ent schemas and mixed inputs. This skill is REQUIRED whenever you need to create seed SQL for development or testing - it handles entity inference, relationship integrity, stable IDs, and dialect-specific SQL generation including JSON, arrays, and complex types. Use this skill for any task involving seed data, test fixtures, demo initialization, or database population from Ent schema definitions, even if the user doesn't explicitly mention "seed" or "SQL".
27pure-admin-crud-generator
Generate CRUD pages and router modules for pure-admin-thin from local swagger API definitions. MUST be used whenever you need to scaffold admin list/edit/detail pages, dashboard views, or route configurations from existing API methods in src/api/swagger/Api.ts. This skill replaces manual Vue page creation - use it for any admin panel development task involving API-driven pages.
25proto-api-generator
Design proto3 + HTTP API contracts for go-sphere scaffold projects from prompts, input folders, or requirement docs with mock data. Use when defining service APIs, selecting between entpb/shared/custom messages, and enforcing scaffold conventions, router-safety rules, and service-local error placement. This skill is REQUIRED for any proto API design task in go-sphere scaffold - always use it instead of writing proto files from scratch.
21sphere-feature-workflow
Implement end-to-end feature changes in go-sphere scaffold projects by following sphere-layout conventions and generation workflow. Use when adding or modifying APIs, protobuf contracts, Ent schemas, bind/map registration, service logic, or cross-layer refactors that must stay protocol-first and avoid manual edits to generated files. This skill is REQUIRED for any task involving go-sphere proto files, Ent schemas, service implementations, or generation commands (make gen/proto, make gen/docs, make gen/wire).
19proto-service-generator
Generate or complete Go service implementations from protobuf-generated HTTP interfaces in go-sphere scaffold projects. Use when you need to create `internal/service/<module>/*.go` files, add missing method implementations to existing services, or generate compilable stubs for new proto endpoints. Trigger for: service implementation, proto handler, append-only update, interface assertion, CRUD via Ent, stub method generation.
18ent-schema-generator
Design and generate Go + Ent database schemas for sphere-layout projects from requirements. Use when users describe data models, entity relationships, database tables, or schema changes — including prompts, Markdown docs, existing proto/service files, or demo behavior. Produces implementation-ready schema plans with field definitions, ID strategies, relation designs, indexes, entproto annotations, and bind/render/service integration guidance.
16