Data Analysis AI Skills

Inspect PrimeTween Free and generate runtime tween scripts

Batch-generate and compare visual design directions so a user can choose the style they actually want. Use when the user says they cannot describe an abstract visual style, asks for many style…

Audit model delegation and subagent effectiveness for a session — which models handled which subagent types, per-type success rates and average durations, and wasted delegations (heavy models on…

Translating JTBD analysis to BDD scenarios - job story to Given-When-Then patterns, forces-based test discovery, job-map-based test discovery, and property-shaped criteria

Use this skill when the user says 'AI search', 'AI visibility', 'ChatGPT ranking', 'Perplexity optimization', 'GEO', 'generative engine optimization', or needs to optimize content for AI-powered…

Conduct Kaplan-Meier, Cox regression, and time-to-event analyses

Workflow for haplotype phasing, genotype imputation, reference-panel matching, and imputation QC.

Read-only: forecasts demand per SKU using sales velocity and seasonality, then calculates reorder points and suggested purchase order quantities.

macOS 原生应用逆向：App Bundle/签名公证、entitlements、沙箱与 TCC、钥匙串与 Secure Enclave。 触发词：macOS逆向、mac app、entitlements、Secure Enclave、钥匙串、TCC、codesign、公证。

全栈架构设计专家 - 精通前后端架构设计、微服务架构、云原生架构、移动端架构。适用场景：(1) SaaS 产品架构设计，(2) 微服务拆分与治理，(3) 前端工程架构，(4) 移动端架构（iOS/Android/跨平台），(5) API 设计与网关架构，(6) 数据库选型与设计，(7) DevOps 与部署架构，(8) 高可用与容灾设计，(9) 性能优化与扩展策略

识别和拒绝虚荣指标，追踪可执行的真正进展。当团队在会议上只报好消息、不知道如何向投资人展示进展、感觉在进步但实际方向不清晰时，使用此Skill。

Extracts tiles and preprocesses H&E whole slide images with the histolab Python library (OpenSlide), covering slide inspection, tissue masks (TissueMask, BiggestTissueBoxMask), RandomTiler, GridTiler…

Точечное редактирование схемы компоновки данных 1С (СКД). Используй когда нужно модифицировать существующую СКД - добавить поля, итоги, фильтры, параметры, изменить текст запроса

Classical machine learning in Python with scikit-learn — algorithms, preprocessing, pipelines, and best-practice reference documentation. Use when working with supervised learning (classification,…

Help HR managers, HR operations teams, and recruiters understand HRIS (Human Resource Information Systems), including HRIS platforms, implementation and migration, system integrations, employee data…

Explore PostHog's Inbox and act on what it surfaces — the place where signal reports cluster into actionable issues and trends. Use when the user asks "what's in my inbox?", "what should I look at?",…

Capture reusable GTM context for every other skill: product, ICP, personas, pains, proof, competitors, pricing, channels, constraints, and source-of-truth files. Use when starting a project,…

Huawei Cloud MRS HDFS performance issue analysis skill. Locates root causes of HDFS performance problems through a three-stage progressive pipeline: alarm confirmation -> quick check -> log deep…

Create a structured risk register for any project or initiative with identified risks, probability/impact scoring, risk owners, mitigation plans, and contingency actions. Use when the user says 'build…

Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator

Read, inspect, and write Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO. Use for low-level FCS metadata and channel inspection, NumPy event extraction, multi-dataset files, table…

Base-layer skill for the SenseNova-Skills project, providing low-level APIs for image generation, recognition (VLM), and text optimization (LLM). This skill does not preprocess inputs; it only calls…

Fetch economic data from FRED, World Bank, and other APIs

Trade history tracking, sync, and performance analytics

Trace error propagation through a multi-agent session by agent depth — where failures originated, the depth at which they appeared, and how they cascaded up to parent agents — using the Agent Monitor…

Manage EVE-NG node lifecycle. Use when listing nodes, checking runtime state, creating or deleting nodes, starting or stopping nodes or whole labs, verifying node details, or wiping node NVRAM back to…

Use to track enrichment provider success, cost, latency, and quality trends.

Create a new skill or update an existing skill that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations. Use when the user asks to "create a skill", "make a new…

10 data wrangling skills. Trigger: messy data, format conversion, missing values, data reshaping. Design: pipeline-oriented recipes for common data cleaning and transformation tasks.

Protein design quality control, filtering thresholds, and ranking guidance. Use this skill when: (1) Evaluating design quality for binding, expression, or structure, (2) Setting filtering thresholds…

Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. Use whenever the user mentions GPU/CUDA/NVIDIA acceleration, or wants…

Анализ структуры схемы компоновки данных 1С (СКД) - наборы, поля, параметры, варианты. Используй для понимания отчета - источник данных (запрос), доступные поля, параметры

Survival analysis and time-to-event modeling in Python with scikit-survival. Use when working with censored survival data, fitting Cox models, Random Survival Forests, Gradient Boosting models, or…

Migration monitoring, CDC, and observability infrastructure

Design XAF business model classes with EF Core or XPO. Use when creating persistent classes, defining entity relationships (one-to-many, many-to-many, aggregated), applying data annotations and XAF…

Evaluation scorer that merges predictions with GT per frame, takes top-IoU match per GT, and computes weighted accuracy with IoU threshold gate

A toolkit for fuzzy string matching and data reconciliation. Useful for matching entity names (companies, people) across different datasets where spelling variations, typos, or formatting differences…

Plan, configure, inspect, restart, and analyze bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety checks. Use for FluidSim solver selection,…

Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified optimizations.

Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Use when evaluating an agent or model, building an eval dataset, picking or…

Environment diagnostic skill for SenseNova-Skills project. Checks that sn-image-base is properly installed and configured, validates dependencies and environment variables. Prompts user to configure…

Schedule, publish and analyze social posts across 15 networks via BulkPublish (MCP or REST) — Facebook, Instagram, X, TikTok, YouTube, Threads, Bluesky, Pinterest, Google Business, LinkedIn, Mastodon,…

Use when the user asks to "analyze influencer campaign performance", "compare influencers", or "find what content worked"; produces metric scorecards vs target and benchmark,…

Help users formulate and solve portfolio optimization problems using Financial Toolbox's Portfolio object. Covers mean-variance (Markowitz), maximum Sharpe ratio (tangency), and efficient frontier…

Summarize Workflow-tool fleet runs from the Agent Monitor — these fleets emit no hooks and are ingested from on-disk run journals. List recent runs with status and agents-per-run, then drill into a…

Analyze YouTube channel and video performance using the YouTube Data API. Use when the user says "YouTube analytics", "check my channel", "video performance", "YouTube stats", "channel analysis",…

Query CELLxGENE Census (61M+ cells). Search by cell type/tissue/disease/organism; get AnnData, stream out-of-core, train PyTorch models. For your own data use scanpy; for annotated data use anndata.

Lightsail上のClaude Code tmuxセッションをSSH経由で管理。 「セッション確認」「PR同期」「tmuxの状態」等のリクエストで発動。

Load, explore, clean, and analyze CSV data with statistical summaries

Marketing return on investment calculation. Use when the task requires an mROI calculation with explicit definitions and cost boundaries. Apply this method to the specified inputs and verify the…