全部能力

Modern Python API development with FastAPI covering async patterns, Pydantic validation, dependency injection, and production deployment

Persistent memory discipline for Engram contributors. Trigger: Decisions, bugfixes, discoveries, preferences, or session closure.

Generate comprehensive content briefs for writers, ensuring clarity, alignment, and strategic content creation across all formats.

Produces comprehensive system architecture plans for features and products including component breakdown, data flow diagrams, system boundaries, API contracts,…

TanStack Query (React Query) best practices for data fetching, caching, mutations, and server state management. Activate when building data-driven React…

Expert in creating clear, comprehensive technical documentation with Nextra (Next.js-based docs framework), MDX, and modern documentation patterns. Use for…

Operate a BKD kanban board over its REST API. Use when the user wants to manage BKD projects, issue execution workflows, cron jobs, or execution capacity…

Fetch meetings, transcripts, summaries, and action items from Fathom API. Use when user asks to get Fathom recordings, sync meeting transcripts, or fetch…

Assesses and rates quality 0-10 across multiple dimensions (correctness, maintainability, security, performance, testability, simplicity) with pros/cons…

Production MLOps covering CI/CD, serving, drift monitoring, and GenAI security. Use when deploying or operating ML and LLM systems in production.

Provide systematic methodologies for leveraging Shodan as a reconnaissance tool during penetration testing engagements.

Code quality patterns and guidelines for ToolUniverse tool development. Apply when writing, fixing, or refactoring tool Python code in the ToolUniverse project. Encodes lessons from 80+ debug rounds. Use alongside devtu-fix-tool and devtu-self-evolve. Triggers: implementing tool fixes, writing new tool classes, reviewing tool code quality, checking schema correctness, looking up API-specific bug fixes.

Pixel-perfect Figma to React conversion using coderio. Generates production-ready code (TypeScript, Vite, TailwindCSS V4) with high visual fidelity. Features…

Chatwoot API for customer support. Use when user mentions "Chatwoot",

Use when building APIs with Hono framework on Bun, including routing, middleware, REST APIs, context handling, or web framework features.

Routing-first responsive layout strategy and verification for web interfaces. Use when the main job is classifying whether the failure is page-shell adaptation, reusable component/container behavior, dense-data or toolbar pressure, responsive media, or reflow verification — then turning vague “breaks on mobile” requests into one concrete strategy packet. Route component API design to `ui-component-patterns`, accessibility remediation to `web-accessibility`, system-wide breakpoint/token governance to `design-system`, and broad UI audit work to `web-design-guidelines`.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

管理钉钉产品能力(AI表格/日历/通讯录/文档/机器人/待办/邮箱/听记/AI应用/审批/日志/钉盘等)。当用户需要操作表格数据、管理日程会议、查询通讯录、发送消息通知、处理审批流程、查看听记摘要、创建应用/系统/管理后台/业务工具、查看日报周报、管理钉盘文件时使用。

Route performance work from the artifact people already have into one measurement-led tuning brief. Use when the main job is locating the tightest latency, throughput, memory, bundle-size, or frame-budget bottleneck; choosing the right trace, query plan, load-test result, profiler capture, or CWV report; naming one bottleneck; and recommending one or two bounded optimizations with before/after verification. Route telemetry rollout to monitoring-observability, correctness diagnosis to debugging, structural cleanup to code-refactoring, validation-policy design to testing-strategies, and engine-specific capture interpretation to game-performance-profiler.

Hooks for managing, caching and syncing asynchronous and remote data in Vue. ALWAYS use when writing code importing \"@tanstack/vue-query\". Consult for…