Data Analysis AI Skills

End-to-end guidance for protein design pipelines. Use this skill when: (1) Starting a new protein design project, (2) Need step-by-step workflow guidance, (3) Understanding the full design pipeline,…

Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS", "optimize INP", "page experience…

Optimize machine learning model hyperparameters using grid search, random search, Bayesian optimization, and Hyperband to maximize model performance within a compute budget. Use when the user requests…

USE FOR query autocomplete/suggestions. Fast (<100ms). Returns suggested queries as user types. Supports rich suggestions with entity info. Typo-resilient.

3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/). Use when sending external synthetic test outcomes, CI monitor…

生成横向翻页网页 PPT（单 HTML 文件），含 WebGL 背景、章节幕封、数据大字报、图片网格等模板。提供两种风格：① "电子杂志 × 电子墨水"（衬线 + 流体背景 + 暖色） ② "瑞士国际主义"（无衬线 + 网格点阵 + IKB/柠檬黄/柠檬绿/安全橙高亮）。当用户需要制作分享 / 演讲 / 发布会风格的网页 PPT，或提到"杂志风 PPT"、"瑞士风 PPT"、"Swiss…

Record experiment outcomes and triage idea files. A promoted idea moves from the Ideas table into a Backlog row. Record an experiment outcome in History and triage idea files. Summarize open,…

Use when adding, changing, or auditing Roblox analytics: AnalyticsService events, economy, funnels, onboarding traces, rate limits.

Review PlanetScale Postgres for Traffic Control, query tags, roles, pg_strict, backups/PITR, private connectivity, webhooks, branches, and safe agent operation.

local-model-selection — Choose and recommend local LLM models for Hermes Agent — VRAM-tier recommendations, uncensored/abliterated variants, quant selection, model family naming conventions, dual-GPU…

Suede AI Attribution Skills. Use when asked to "explain why dashboards disagree", compare revenue models, design incrementality reads, or join first-party browsing to hosted bookings/checkouts. NOT…

数据库学习与选型技能。面向零基础学习者，系统学习数据结构、事务、索引、查询优化等核心概念，对比 MySQL 与 PostgreSQL 的差异与适用场景。触发词："数据库学习"、"学数据库"、"数据库入门"、"MySQL vs PostgreSQL"、"数据库索引"、"数据库事务"、"数据库选型"、"数据库查询优化"。

Use when the user, often employed and discreet, wants to watch the market rather than apply now, such as mapping organisations similar to their employer, spotting who is hiring or growing, identifying…

Skill package manager for AI Agents — install, manage, and publish Agent Skills.

Plan and create new Google Ads campaigns and report on existing accounts via the Hyper MCP. Use when the user wants to launch Search, Display, Performance Max, Video, Demand Gen, Shopping, or App…

Train, imitate, evaluate, and deploy robot policies with NVIDIA Isaac Lab.

Generate clinical trial protocols for medical devices or drugs. This skill should be used when users say "Create a clinical trial protocol", "Generate protocol for [device/drug]", "Help me design a…

Generate a concise, structured PRD from a product idea. NOT a 20-page doc — 1-2 pages that force clarity.

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing,…

Analyze data coverage, create monitors for warehouse tables and AI agents. Covers coverage gaps, use-case analysis, data monitor creation, and agent observability.

showコマンド、コンフィグ階層、ワイルドカードマスク、ACL配置、インターフェースハイジーン、安全な変更ウィンドウ検証のためのCisco IOSおよびIOS-XEレビューパターン。

Implement greedy bipartite matching for pairing cluster centroids with expert annotations.

Find, create, update, merge, delete and restore records such as companies, contacts, deals and tasks, and chart them. Use when the user names a company, person or deal, wants to add or change one,…

Use when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and predeclare metrics and stopping rules.

Comprehensive Google Analytics 4 guide covering property setup, events, custom events, recommended events, custom dimensions, user tracking, audiences, reporting, BigQuery integration, gtag.js…

Feature implementation orchestrator. ALWAYS use this skill for ANY code change — implement, build, add feature, create, fix bug, or any task that modifies source code. This is the default route for…

Use when reading or updating live Weaverse content programmatically — pulling projects/pages/theme settings, bulk-editing page content, pushing AI-generated copy, deleting pages, or uploading media to…

Designs coding-agent observability and evals. Use when measuring traces, replay, checkpoint lineage, quality trajectories, tool grading, regression, or cost.

Build and analyze genome-scale constraint-based metabolic models with COBRApy — flux balance analysis (FBA), flux variability analysis (FVA), gene and reaction knockouts, flux sampling, and SBML model…

Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review. Integrates research-lookup and web search for accurate data.…

Guides users through DNS configuration for custom funnel domains. Covers A/CNAME records, SSL setup, and platform-specific DNS requirements.

Compiles a causal analysis into a structured report with tables, figures, and method summaries. Use when user says "write a report", "summarize my analysis", "create a report", "publication-ready",…

Kontextspezifische Marketinghypothesen entwickeln, vorprüfen und als messbare Experimente priorisieren. Nutze diesen Skill, wenn Ideen für Kanäle, Kampagnen, Angebote oder Wachstum gesucht werden,…

Use when setting up or troubleshooting resource groups, query queues, or big-query circuit breakers — or when a runaway query is starving other workloads. Covers resource group classifier mismatches…

Audit the health of a PostHog project's materialized views (saved queries) — find every failed materialization and flag unused or stale materialized views that cost storage and compute. Use when the…

Compile, validate or maintain a reproducible GIS project from an existing analysis or chosen workflow: project.yaml, canonical pipeline, pinned sources, executable corrections, validation, reruns and…

Assess and maintain licensed GeoLime geological or mining-model workflows, checking the installed vendor API, drillhole conventions and model validation. Use when a project explicitly uses GeoLime;…

Auto-invoked during advance mode after extended work on same CR, at session start/end, or when rhythm anomalies are detected. NOT for metrics reports or retrospectives (use /pace-retro). NOT for…

Analyze campaign performance from deliverability through revenue: delivery, engagement, replies, meetings, SQOs, pipeline, CAC, and payback. Produces diagnostic scorecard, root-cause analysis,…

Every Backup Radar v3 and v2 endpoint plus a local store that finds the backups nobody is watching. Trigger phrases: `which backups is nobody watching`, `morning backup check`, `backup compliance for…

Configure DevExpress Dashboard data sources in code — ASP.NET Core, Blazor (DxDashboard), WinForms, and WPF. Use this skill to register a data source for a dashboard control, or connect a dashboard to…

Model analytics data dimensionally: facts, dimensions, grain and slowly-changing history.

Writes, optimizes, and debugs T-SQL queries. Explains SQL Server internals, troubleshoots performance issues, and guides database administration tasks including backup/restore, high availability,…

Find and understand MotherDuck databases, tables, columns, shares, and sample data, including which tables hold a given kind of data. Use first when a MotherDuck workspace or schema is unfamiliar.

public-holidays should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 4 operation/source entries against https://date.nager.at.

Design, tune, validate, and test VictoriaMetrics vmanomaly configurations for known metrics or LogsQL queries. Use when choosing static alerting versus ML, selecting a vmanomaly model, configuring…

Use whenever the user wants to find, rank, or shortlist directories, listing sites, or launch platforms where they can submit a software product, SaaS, app, tool, or startup — to get backlinks,…

Guides agents through data lake and zone architecture design. Use when defining raw, refined, curated, or publish layers; storage organization; retention; and operational boundaries for a data lake.

Decide and render one figure per argument: chart type chosen against alternatives, title states the finding, caption defines the encoding, body gives fact -> interpretation -> implication.

Finds the listings that appear to represent the same real-world product as a reference item, on JoomPulse — Mercado Livre (Brasil) or Shopee Brasil. Use it to find duplicate listings, match a product…