volt-gui

Define, implement, and review the Volt GUI desktop design language and user experience. Use for any Volt GUI Svelte/Wails UI work involving visual styling, layout, navigation, Work/Code workbenches, composer interactions, settings, dialogs, lists, empty/loading/error states, responsive behavior, or design-system decisions.

Use when designing, implementing, or reviewing Volt GUI operational task-lifecycle UX: running message queues and Steer, activity centers, result receipts, structured recovery, explainable approvals, Diff comments to fixes, automation result inboxes, or managed worktree snapshot/Handoff flows. Enforces real Wails-backed state, safe mutation preflights, Work/Code ownership, and behavioral plus visual verification; pair with the project volt-gui-design-language skill for broad visual or layout work.

Use when configuring, verifying, or debugging the 西谷智灯暗涌系统 (Anyong/Xigu AI) white-label branding on the VoltUI fork. Covers BrandConfig env vars, voltui.toml [brand] section, desktop-build.sh VOLTUI_BRAND_NAME, and GitHub Actions/CNB release naming.

Use when configuring, debugging, or modifying CNB (Cloud Native Build) CI/CD pipelines for VoltUI/西谷智灯暗涌系统. Covers .cnb.yml structure, auto-release conventional commit workflow, merge-request CI checks, cross-repo PR creation, and CNB Release API.

Use when tasks involve 西谷AI (Xigu AI) internal operations, 西谷智灯暗涌系统 product strategy, Chinese AI market context, local regulations, or fork-specific workflow decisions. Covers upstream sync strategy, release workflow, internal tooling, and product-market-fit decisions for the 西谷智灯暗涌系统 coding agent.

Design and review REST, OpenAPI, GraphQL, webhook, and internal service APIs. Use for contracts, versioning, idempotency, pagination, errors, auth, and SDK ergonomics.

Design and review system architecture, module boundaries, data flow, scalability, reliability, and migration plans.

Build and review Bun.js applications, APIs, scripts, and tooling. Use for Bun runtime behavior, package management, tests, bundling, native APIs, and Node compatibility.

Develop, review, debug, and optimize C/C++ systems code. Use for embedded software, Linux services, native libraries, memory safety, concurrency, performance, build systems, and hardware-facing code.

Design, review, and debug CI/CD pipelines, release plans, versioning, rollback, container builds, and deployment verification.

Review code changes for bugs, regressions, missing tests, security issues, maintainability, and production risks. Use for pull requests, diffs, commits, or release review.

Analyze business, operations, product, and usage data. Use for SQL/CSV/Excel analysis, KPIs, dashboards, trend reports, variance analysis, and executive summaries.

Diagnose production incidents, logs, metrics, traces, alerts, SLOs, capacity, Docker/Kubernetes issues, and service reliability problems.

Review web UI for usability, accessibility, responsive behavior, layout quality, information architecture, and workflow efficiency.

Build and review Go services, CLIs, and infrastructure tools. Use for HTTP/gRPC APIs, concurrency, context cancellation, database access, observability, and deployment.

Build and review Java backend services. Use for Spring Boot, JVM tuning, REST APIs, persistence, concurrency, testing, packaging, and production reliability.

Design, build, and review MCP servers and tools for internal systems such as email, calendar, OA, document stores, CRM, issue trackers, and databases.

Build and review Node.js backend services. Use for Express/Fastify/NestJS APIs, async behavior, package management, streams, workers, observability, and production hardening.

Help office users complete everyday work: summarize documents, draft emails, prepare meeting notes, create task lists, query internal policy, and turn rough notes into structured deliverables.

Create and refine PRDs, user stories, acceptance criteria, roadmap items, release notes, and stakeholder summaries.

Design, test, and improve prompts, agents, tool-use policies, model routing rules, and evaluation suites for internal AI products.

Build and review Python services, scripts, data tools, and automation. Use for FastAPI, data processing, packaging, typing, tests, notebooks, and production scripts.

Build and maintain RAG knowledge bases. Use for document ingestion, chunking, metadata, retrieval quality, citations, permissions, freshness, and evaluation.

Build and review Rust applications, libraries, CLIs, and systems code. Use for ownership, lifetimes, async, error handling, unsafe review, performance, and FFI.

Review applications, APIs, configurations, dependencies, and workflows for security risks. Use for threat modeling, auth, secrets, injection, SSRF, file upload, supply chain, and permission design.

Create and review semiconductor ATE test plans for wafer sort, final test, characterization, guardbands, coverage, and production release readiness. Use for test strategy, coverage matrix, limit definition, test time reduction, multisite planning, and release checklists.

Structure semiconductor failure analysis from test symptoms, bin signatures, lab measurements, curve traces, scan/DFT evidence, and reliability data. Use for FA plans, root cause hypotheses, and debug report drafting.

Review semiconductor test program logic, limits, binning, datalog output, multisite behavior, correlation hooks, and production readiness. Use for ATE program changes, release reviews, and debug of suspicious yield shifts.

Analyze semiconductor yield, binning, wafer map, SPC, Cpk/Ppk, lot drift, tester correlation, and production excursion data. Use for CSV/Excel test data review, yield pareto, wafer-level patterns, and excursion triage.

Design, review, and optimize SQL database schemas and queries. Use for PostgreSQL/MySQL, migrations, indexes, transactions, analytics queries, and data integrity.

Build and review Svelte and SvelteKit applications. Use for Svelte 5 runes, components, stores, load functions, form actions, routing, SSR, and TypeScript.

Create test plans, acceptance criteria, regression matrices, QA checklists, and release verification plans for software or product changes.

Develop and review TypeScript code across frontend, backend, libraries, and tooling. Use for type safety, API contracts, refactors, tsconfig, package boundaries, and tests.

Build and review Vue 3 applications and components. Use for Composition API, reactivity, routing, Pinia, Vite, TypeScript, UI state, forms, and performance.

Use when creating, editing, reviewing, or operating agent-team task automation, including Task Ledger, Task Contract, Codex scheduled tasks, executor/reviewer/health/smoke flows, blocked/follow-up rules, and project-level mailbox/progress coordination.

Use when building, reviewing, or maintaining Alpine.js frontends for lightweight HTML-first interactions, static reports, server-rendered pages, simple toggles, filters, disclosure UI, or no-build enhancements.

Use when editing Bun-based CLI scripts, setup/install commands, filesystem sync, symlink/copy behavior, shell hooks, zsh or PowerShell snippets, temp sandboxes, and cross-platform path handling in agent-team setup.ts.

Use when building, reviewing, or maintaining Cloudflare D1 persistence for Workers, Pages Functions, edge apps, Wrangler migrations, bindings, and edge-compatible relational storage.

Use when deploying or reviewing Cloudflare Pages, Pages Functions, Workers, D1, R2, KV, Queues, or other Cloudflare edge hosting choices.

Use when choosing, validating, or recording database/storage decisions, especially SQLite, Cloudflare D1, PostgreSQL, migrations, data residency, edge/runtime constraints, or Task Contract database_profile fields.