Analytics

db-extractor

by famaoai-creator

Extract schema and sample data from databases for analysis.

kotlin-flow

by pluginagentmarketplace

Kotlin Flow - StateFlow, SharedFlow, operators, testing

clinical-reports

by Victory-Hugo

"用于撰写全面的临床报告，包括病例报告（遵循 CARE 指南）、诊断报告（影像学/病理学/实验室）、临床试验报告（ICH-E3、SAE、CSR）以及患者文书（SOAP 记录、病史与体格检查 H&P、出院小结）。提供完整模板支持、监管合规（HIPAA、FDA、ICH-GCP）以及验证工具。"

stock_analyzer

by ICMoon527

"分析股票和市场。当用户想要分析单个或多个股票，或进行市场复盘时调用。"

mole-graph-msf-container

by Idate96

Start or attach the Mole Graph-MSF Docker container on the host via the moleworks_ros_graph_msf alias and keep it running in tmux; optionally launch the mole_estimator inside the container. Use when the user asks to run/enter the graph_msf container, start the graph_msf Docker image, or run the state estimator inside that container.

networkx

by eyadsibai

Use when "NetworkX", "graph analysis", "network analysis", "graph algorithms", "shortest path", "centrality", "PageRank", "community detection", "social network", "knowledge graph"

mission-control

by corygabrielsen

Coordinate complex multi-step work using task graphs and parallel background agents. Use when work requires decomposition, delegation, and long-running operations that may survive context compaction.

vitalcv

by ctol3r

stock-analysis

by AlphaMoeMoe

Generate a comprehensive sentiment analysis report for a single stock. Use when users want deep analysis of a specific ticker like NVDA, TSLA, or AAPL.

market-research-reports

by Victory-Hugo

"描述：生成全面的市场研究报告（50 页以上），风格参考顶级咨询公司（如 McKinsey、BCG、Gartner）。具备专业的 LaTeX 排版、大量基于科学示意图和图像生成的可视化内容、与 research-lookup 深度集成以进行数据收集，以及多框架战略分析能力，包括波特五力模型（Porter’s Five Forces）、PESTLE 分析、SWOT 分析、TAM/SAM/SOM 市场规模分析和 BCG 矩阵。"

deepsearch-service

by Lin-A1

基于 LLM 的深度迭代搜索与推理服务。擅长处理复杂问题，通过自动分解查询、多轮迭代检索、信息评估与验证，最终生成全面且结构化的深度分析报告。

geo-state-report

by younesbenallal

Create a GEO (LLM visibility) tracking report using Bright Data datasets (mandatory) and output an HTML report with actions.

memory-systems

by eyadsibai

Use when implementing agent memory, persisting state across sessions, building knowledge graphs, tracking entities, or asking about "agent memory", "knowledge graph", "entity memory", "vector stores", "temporal knowledge", "cross-session persistence"

visualization

by eyadsibai

Use when "data visualization", "plotting", "charts", "matplotlib", "plotly", "seaborn", "graphs", "figures", "heatmap", "scatter plot", "bar chart", "interactive plots"

concept-cartographer

by PrakharMNNIT

"Generate visual concept maps, flowcharts, architecture diagrams, and relationship diagrams from structured notes or technical content using Mermaid syntax. Use when the user has lecture notes, study materials, or technical documentation and wants visual diagrams to aid understanding. Produces multiple diagram types: concept hierarchy maps, process flowcharts, architecture diagrams, comparison matrices, timeline diagrams, and mind maps. Trigger phrases: 'create diagrams from notes', 'visualize concepts', 'concept map', 'make flowcharts', 'diagram this', 'visual notes'."

performance

by dmonteroh

"End-to-end performance optimization workflow for baselining, profiling bottlenecks, proposing measurable fixes, and adding regression guardrails. Includes a safe-by-default scan/report script to capture repo signals and write a deterministic report. Use for latency/throughput/resource issues, scalability work, or performance gating."

duplication-detect

by manastalukdar

Find and eliminate code duplication with DRY refactoring strategies

code-review

by dmonteroh

"Provides high-signal, fast code review with selectable modes (quality, security, performance, tooling). Includes an optional safe-by-default review script to summarize diffs, scan for risky patterns, and produce a deterministic report."

analytics-tracking

by sarfraznawaz2005

When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," or "tracking plan." For A/B test measurement, see ab-test-setup.

scanpy

by Victory-Hugo

标准单细胞RNA-seq分析管道。用于质控、标准化、降维(PCA/UMAP/t-SNE)、聚类、差异表达和可视化。最适合具有成熟工作流的探索性scRNA-seq分析。深度学习模型请使用scvi-tools；数据格式问题请使用anndata。

grafana-dashboards

by dmonteroh

"Provides guidance to create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces."

executive-reporting-maestro

by famaoai-creator

Output file path (JSON or .md)

designing-data-visualizations

by sumik5

Comprehensive data visualization principles covering chart type selection, color scales, design best practices, and data storytelling. Use when creating charts, dashboards, or any visual data representation. For UI/UX design principles, use applying-design-guidelines instead. For technical diagrams (flowcharts, architecture), use mermaid-diagrams instead.

experiment-tracking

by eyadsibai

Use when "experiment tracking", "MLflow", "Weights & Biases", "wandb", "model registry", "hyperparameter logging", "ML experiments", "training metrics"