全部能力

You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing…

SvelteKit data flow guidance. Use for load functions, form actions, server/client data, and invalidation. Covers +page.server.ts vs +page.ts, serialization,…

Python asyncio - Modern concurrent programming with async/await, event loops, tasks, coroutines, primitives, aiohttp, and FastAPI async patterns

Retrieves MLflow traces using CLI or Python API. Use when the user asks to get a trace by ID, find traces, filter traces by status/tags/metadata/execution…

QA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias detection. Use when reviewing an analysis for errors,…

通过 OpenAPI/SDK 管理阿里云数据湖构建（DataLake）。当用户请求 DataLake 目录资源操作、配置等时使用。

Expert-level healthcare systems, medical informatics, HIPAA compliance, and health data standards

Collect real financial data for any US publicly traded company from free public sources (yfinance). Output structured JSON consumable by downstream financial…

Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP,…

Grafana Alerting、Incident Response Management (IRM) 和 SLO。涵盖 Grafana 托管和数据源托管的告警规则、通知策略、联络点（Slack/PagerDuty/email/webhook）、静默、静音、值班排班、事件管理工作流，以及基于 burn-rate 告警的 SLO 配置。在配置告警、调试通知路由、设置值班轮班、管理事件、定义 SLO 或通过 YAML/API 配置告警时使用。

Create, produce, and publish UGC-style short-form video reels at scale. Full pipeline: source UGC reaction hooks from DanSUGC, analyze app demos with Gemini…

Analyze a complete literary work into a structured Basic Memory knowledge graph. Covers schema design, entity seeding, chapter-by-chapter processing,…

TanStack Table v8 headless data tables with server-side features for Cloudflare Workers + D1. Use for pagination, filtering, sorting, virtualization, or…

CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt), AlphaFold,…

You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing,…

使用 Apache Airflow 构建生产级 DAG，遵循 operator、sensor、测试和部署的最佳实践。适用于创建数据管道、编排工作流等场景。

Grafana Mimir scalable long-term metrics storage. Covers architecture (distributor/ingester/compactor/querier/ query-frontend/store-gateway/ruler), deployment modes (monolithic/microservices), configuration, Prometheus remote write, PromQL querying, multi-tenancy, compaction, and operations. Use when working with Mimir for metrics storage, scaling Prometheus, configuring Mimir clusters, writing PromQL, or debugging Mimir.

分析 MLflow 会话 —— 来自多轮聊天对话或交互的追踪序列。当用户要求调试聊天对话时使用，…

Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis, for systems…

Produces the best marketing ideas for your business by analyzing your FOUNDER_CONTEXT and matching it against a curated database of 170+ proven marketing…