Data Analysis AI Skills

Use when the user asks to check ConnectWise Automate fleet health, find stale or offline agents, report patch compliance by client, triage open alerts across clients, inventory end-of-life OSes, or…

Diagnose and revise prose with staccato runs, uniform sentence lengths, repeated openings, mechanical clause structures, repeated contrast formulas, or abstract process framing that hides the actor…

Analyse right-censored time-to-event data using Kaplan–Meier, log/log-log Greenwood confidence intervals, ordinary or stratified log-rank tests, Breslow/Efron Cox regression with stratification and…

Use when writing T-SQL for business intelligence, analytics, or reporting. Includes building summary reports with GROUPING SETS, ROLLUP, and CUBE, writing time-series queries with date bucketing,…

Diagnose broken Splunk searches, reports, alerts, and dashboards from supplied evidence. Use when an existing search or saved object is empty, missing, wrong, inconsistent, invisible, not dispatching,…

Design or implement MotherDuck analytical schemas and transformation models, including grain, types, and materialization.

sentry should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 209 operation/source entries against https://{region}.sentry.io.

Use whenever the user wants to find, shortlist, vet, or enrich US software development firms — custom software, web development, mobile app development, backend/API development, DevOps/cloud, system…

Guides agents through CI/CD and release management for data platforms. Use when promoting pipeline code, SQL models, contracts, infra, or configuration across environments with validation gates,…

Lists the top trending search keywords for one Mercado Livre (Brasil) category — the real Mercado Livre search-trends ranking of what shoppers look for — with each keyword's rank and how many products…

Build and evaluate sports strength models, including sequential Elo ratings, offense/defense splits, power ratings, and strict pre-event matchup features. Use for rankings, opponent adjustment, and…

Dataverse Schema and Data Modeling. Use when: designing tables, columns, relationships, alternate keys, security roles, cascade behaviors, elastic tables, virtual tables, Dataverse search, query…

Run a product-analytics analysis that produces a decision, not a dashboard — start from the question, pick actionable over vanity metrics, separate signal from noise, segment (averages lie), pair…

Use when building an AI/LLM evaluation harness, golden datasets, quality metrics, judge calibration, regression gates, production monitoring, drift detection, or user-feedback loops; use…

This skill should be used to audit Row-Level Security and database permissions on a Postgres backend exposed through an auto-generated API — Supabase, InsForge, or any Postgres + PostgREST setup.…

Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an…

When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user…

Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows. Use for arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.

Dashboard metric register: metric, source module, formula, period, value, target, trend, owner and last-updated, as CSV, SQL, JSON Schema or Notion on request. Use for KPI dashboards.

Build one company memory from a SQL database, a support ticket export and a folder of documents, linked into one graph by cognee, then answer questions that need several of those sources together. Use…

Content quality and E-E-A-T analysis with AI citation readiness assessment, plus last-mile draft cleanup (AI-typical phrasing and invisible Unicode watermark characters). Use when user says "content…

Plugin router for 20 third-party DeFi protocols (Polymarket, Aave, Hyperliquid, PancakeSwap, Morpho, Raydium, Curve, Compound, Pendle, Lido, ether.fi, GMX, Kamino, Orca, Meteora, Clanker, pump.fun,…

Use this skill when writing, designing, or generating Slack messages for Lightdash's in-app analytics agent. Triggers when someone asks to create agent update messages, Slack digests, agent…

用于搜索金融市场、证券、上市公司基本面、价格、K 线、披露文件、财经新闻、A 股数据、港股或全球 ticker，可使用 yfinance、mootdx、API 脚本或 browser-use。

Printing Press CLI for Printing Press Rich. Purpose-built fixture for rich auth env-var model coverage.

Market research specialist that searches the web for market data, competitor intelligence, and industry reports, with curated fallback data when offline. Use when gathering external evidence for…

Analyze stock liquidity using bid-ask spreads, volume profiles, order book depth, market impact estimates, and turnover ratios via Yahoo Finance data. Use this skill whenever the user asks about…

Create data-driven charts with Vega-Lite (declarative) and Vega (programmatic). Best for statistical visualization of numeric data — bar, line, scatter, heatmap, area, radar charts, and word clouds.

Read, decrypt, query, search, and export local WeCom/企业微信 5.x desktop databases on macOS into a private read-only vault. Use when the user asks to parse 企业微信本地数据、企微聊天记录、WeCom/WXWork contacts,…

Implements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing resolvers, handling subscriptions, or integrating GraphQL with existing Go…

Build an Obsidian-compatible knowledge base from public web sources using the TinyFish CLI. Use this skill when a user wants a builder-grade markdown knowledge base on a technical topic, asks for a…

Owns brand, demand generation, content, communications, and how the market understands what the business does. Use this to set marketing strategy, allocate budget across channels, decide positioning…

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTIVELY for data…

Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent…

Analyze conversation histories from multiple AI tools (Claude, Codex, Gemini, Qwen, Cursor) and generate themed daily/period work summaries. Filter by date or time window.

Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management. Avoid locks and manual synchronization…

Calculate a productivity score using actual Agent Monitor metrics — session completion rates, cache efficiency (cache_read vs input), compaction pressure (baseline tokens), turn velocity (turn_count /…

Comprehensive data analysis skill for CSV files using Python and pandas

Detects common wet-lab procedural and safety errors from XR or fixed-camera lab video. Identifies pipette volume deviations, forgotten reagent additions, uncapped tubes, contamination risks, sample…

Docs-first stub for Bevy assets and scene spawning. Godot counterpart: godot-scene-management. Not a full port. Keywords: Bevy, AssetServer, Handle, Scene, bsn, spawn_scene.

Swap an OUTFIT or transfer CLOTHING onto a person LOCALLY, keeping their face, pose and background. Use for "put this jacket on her", "change his shirt", "clothes swap", "try on", "outfit transfer",…

Graph objects from pathway topology derived from KEGG, Panther, PathBank, PharmGKB, Reactome SMPDB and WikiPathways databases.

Create HTML flowcharts and process diagrams with decision trees, color-coded stages, arrows, and swimlanes. Use when users request flowcharts, process diagrams, workflow visualizations, or decision…

Create and manage Kibana Dashboards and Lens visualizations. Use when you need to define dashboards and visualizations declaratively, version control them, or automate their deployment.

Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenBank, FASTQ, PDB), advanced BLAST workflows,…

KPI framework and reporting system for tracking brand health, consistency, and impact.

Python library for single-particle tracking (SPT) in video microscopy via the Crocker-Grier algorithm. Locate particles (fluorescent spots, colloids, vesicles, cells) per frame, link into…

Product consultation for Conductor orchestrator. Clarifies scope, interprets ambiguous requirements, prioritizes features within a track. Can make scope interpretations that don't change deliverables.…

밤밤 대신 카카오톡 메시지를 보내거나 읽을 때 읽을 것. "카톡 보내줘", "○○님한테 카톡으로 전달해줘", "카톡방 확인해줘" 같은 요청을 처리한다. 특정 프로젝트에 묶이지 않는 범용 절차다.

Databricks documentation reference via llms.txt index. Use when other skills do not cover a topic, looking up unfamiliar Databricks features, or needing authoritative docs on APIs, configurations, or…

Convert IFC files (2x3, 4x1, 4x3) to Excel databases using IfcExporter CLI. Extract BIM data, properties, and geometry without proprietary software.