Data Analysis AI Skills

Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing multi-agent systems, or selecting…

File router that routes uploaded files to appropriate analysis skills. CSV/Excel/JSON → data-analysis, Images → data-viz, PDF/HTML → data-base.

Use this skill whenever the user wants to do anything with PDF files — reading, extracting text or tables, merging, splitting, rotating, creating new PDFs, adding watermarks, OCR on scanned documents,…

Analyze session replay patterns across experiment variants to understand user behavior differences. Use when the user wants to see how users interact with different experiment variants, identify…

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…

API reference for CoinMarketCap market-wide endpoints including global metrics, fear/greed, indices, trending topics, and charts. Use this skill whenever the user mentions market API, asks about…

Detect whether a UI looks AI-generated. Use during design review to run the fingerprint test: identifies the default-theme, gradient, and layout tells that make interfaces read as AI slop, and how to…

Run Indic speech and language tasks through the Sarvam MCP server: translate text, transcribe or dub audio, TTS, localize i18n files, LLM complete, document parse / extract / classify / split, or…

Solo rapid ideation method based on Google Design Sprint Crazy 8's exercise. Generates 8 distinct solution ideas in 8 minutes through rapid-fire ideation or sketch documentation. Use when working…

Comprehensive FinOps analysis combining cost optimization, waste identification, and chargeback reporting. Use when asked about reducing Azure spend, finding unused resources, cost per team,…

Generate AntV Infographic syntax outputs. Use when asked to turn user content into the Infographic DSL (template selection, data structuring, theme), or to output `infographic <template>` plain…

Use when a Research Architect candidate research spine and approved exemplar adaptation need to become a feasible, field-appropriate study design, analysis plan, validation strategy, and user action…

Full-stack form handling for Inertia Rails: create, edit, delete, multi-step wizard, and file upload forms with validation errors and progress tracking. React examples inline; Vue and Svelte…

Opens a local web dashboard that visualizes the job application pipeline, funnel stats, recent messages, and target company status. The agent opens it at the end of a round so the user can visually…

Show the active SkillNote collection and the skills synced into this project for Codex. Use when the user says "skillnote", "what skills do I have", "show my collection", or wants a SkillNote…

Review Kafka producer and consumer performance configurations in both the live cluster (via Lenses MCP) and the codebase. Flags un-tuned defaults, anti-patterns and missing best practices. Use when…

Generate and configure DevExpress Blazor visualization components such as DxBarGauge, DxRangeSelector, DxSankey, DxSparkline, and DxMap. Use when building dashboards with gauges and range selection,…

Build or improve operational dashboards, admin tools, CRM/ERP, CRUD, reporting, and record-management interfaces. Use for dense workflows and dashboard reference matching; excludes marketing and…

Ad intelligence & app analytics assistant. Search ad creatives, analyze apps, view rankings, track downloads/revenue, and get market insights. Get your API key at https://www.admapix.com. Triggers:…

Use when a table is served to consumers, released or changed, to build everything a consumer needs as a data product, the guide, the data model, the metrics, the starter queries, the quality, the…

Run read-only BigQuery SQL queries via CLI. Use when user needs to query BigQuery datasets, run SQL against Google BigQuery, or retrieve data from BigQuery tables.

[Activation] Use when the user provides paper markdown file(s) and requests experiment data extraction (methods, datasets, metrics, results). [Scope] For each paper md: preprocess -> GLM sentence…

Use when designing or reviewing monitoring, dashboards and alerts — golden signals, white-box vs black-box, alert hygiene, and turning SLOs into multiwindow multi-burn-rate alerts (with Prometheus…

Estimate earthquake catalog magnitude of completeness Mc using normalized cumulative occurrence curves, especially the Petrillo & Zhuang normalized quantity method used in the EMQTP fault-zone…

Use when the user wants to publish or schedule a LinkedIn post through Publora: text, a multi-image grid, a video, a PDF document, or @mentions. Not for analytics, reactions, comments or reshares (use…

espn should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 4 operation/source entries against https://site.api.espn.com.

Find unused and rarely-queried metrics in VictoriaMetrics using the metric_names_stats API, then suggest optimization actions (drop rules, relabel configs). Use this skill when the user wants to find…

Analytics and attribution setup — tracking plan, UTM conventions, dashboard design, and attribution model selection. Use when "analytics setup", "attribution", "tracking plan", "UTM", "marketing…

Use when auditing CRM data quality, finding duplicate records, identifying stale leads, cleaning pipeline data, or improving data hygiene. Triggers: 'clean my CRM', 'audit CRM data', 'find…

Use Alibaba Cloud Data Agent MCP tools for enterprise database/file analysis, SQL analysis sessions, reports, insights, CSV/XLSX/JSON/TXT uploads, workspaces, custom agents, and session management.…

Use before publishing documentation, merging a docs PR, or reporting a Markdown-heavy repo's navigation as complete — when you want ground-truth confirmation that internal links, heading anchors, and…

Discover and install agent skills from the open ecosystem (skills.sh), optimized for Japanese users. Use when the user asks 'how do I do X', 'is there a skill for X', or in Japanese…

Meta-skill for building and managing agent persona skill packs (instruction-only; no bundled installer or auto-downloaded binaries). Credentials are never written into generated packs by the…

Turn a PRD into a traceable Memory Bank with product, requirements, epics, and features.

Profile a dataset without changing it: shape, dtypes, missingness, duplicates, distributions, anomalies, candidate group/target/time columns. Emits profile.json.

Query Allium APIs for wallet PnL (current + historical, by-wallet and by-token), holdings timeseries history, Hyperliquid HyperCore trading data (info, fills, orders, orderbook), and custom SQL…

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine…

Finds the fastest-growing sub-categories under a chosen category on JoomPulse — Mercado Livre (Brasil) or Shopee Brasil — ranked by month-over-month revenue growth. On Mercado Livre it reaches the…

Analyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.

基本面分析师，基于财务指标与报表输出结构化财务健康度和估值分析。

Use when verifying AI-generated content, validating claims, checking source credibility, implementing evidence-based reasoning, and preventing AI hallucinations. Includes source verification,…

PencilPlaybook is the UI Skills / Taste-Skill for Pencil.dev + Claude Code — a design playbook that gives Claude real perceptual psychology and senior-level guardrails so it stops producing…

Technical copyediting workflow that replaces corporate jargon with plain English, removes synthetic AI phrasing, and resolves paragraph-level readability and grammar issues.

Generate structured report handoff summaries for client teams. Use after triaging a report to produce a standardized handoff with report URL, recommended severity, bounty range, and explanation.…

Marketing analytics, attribution models, KPI tracking, dashboards, and data-driven decision making.

Nature-style hydrology manuscript reviewer skill for testing streamflow, runoff, groundwater, water storage, drought, flood, hydroclimate and water-resource claims against water-balance closure,…

Build your own white-label social media tool on the Zernio API — the five checks: embedded OAuth under YOUR brand (headless connect), one isolated workspace per client (profiles), full-capability…

Run a structured rigor audit on prioritization decisions, scored backlogs, RICE/ICE/MoSCoW outputs, or roadmap orderings. Produces a severity-rated issue list with concrete fixes — catches invented…

Use when organizing, critiquing, or implementing navigation, labels, taxonomy, hierarchy, search, content grouping, or wayfinding for a digital product.

Converts demo UIs into believable, end-to-end product workflows. Use when building, reviewing, or finishing apps, dashboards, CRUD flows, forms, onboarding, checkout, settings, auth-like surfaces,…

Build or complete end-to-end websites from sparse briefs, documents, copy, images, video, asset folders, or existing code by inspecting materials first, choosing the site goal, single-page or…