Data Analysis AI Skills

Use when a clinical CSV/Excel dataset needs profiling and cleaning before analysis (missing values, outliers, duplicates, type mismatches). Profiles, flags and generates cleaning code in three stages,…

Lingzao lightweight XHS post-publish review Skill for Xiaohongshu data review using the note link, backend screenshots, title, cover, script, caption, 24-hour data, 48-hour data, or 7-day data.…

Analyzes a multi-step conversion funnel to find where users drop off and which steps have the worst leakage. Use this skill when someone describes a journey or funnel and asks about conversion rates,…

Use when Rudder pages or product surfaces show missing, stale, sparse, empty, slow, or wrong data, including Calendar, runs, issues, dashboard counts, chat output, prod/local org data, API/UI/DB…

Connect AI coding agents (Claude Code, Cursor, VS Code, OpenAI Codex) to Grafana Cloud via the `mcp-grafana` Model Context Protocol server. Installs the server with `go install`, generates a Grafana…

Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model templates, complete existing model…

Plans, implements, and reviews migrations from other CMSes and content systems into Sanity. Use when migrating or replatforming to Sanity from AEM, Adobe Experience Manager, Contentful, Strapi,…

USE FOR news search. Returns news articles with title, URL, description, age, thumbnail, profile. Supports freshness and date range filtering, SafeSearch filter and Goggles for custom ranking.

Show a table and its map, diagram, timeline or chart together, with selection synced both ways. Use when data appears in two representations at once.

Analyze sentiment in text using ML models. Use when: analyzing customer reviews; processing NPS feedback; monitoring brand mentions; evaluating campaign responses; categorizing support tickets

Skill sinh test data có cấu trúc, unique, traceable cho automation tests, bao gồm positive, negative, boundary và edge cases.

Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate statistics, create summaries, pivot tables, SQL queries, or any form of structured…

Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user…

Package workspace markdown and existing notebook HTML into an offline MkDocs site. Embeds existing notebook HTML companions in their associated reports. Never executes Python. Trigger when the user…

Reusable fixed-style PPTX generation skill for the Botanical Blur System visual brand — warm cream (#F7F4EA) editorial layouts, botanical motion-blur textures, sky blue (#3D8FD9), deep green…

Safely refactors dbt models with downstream impact analysis. Use when restructuring dbt models for: (1) Task mentions "refactor", "restructure", "extract", "split", "break into", or "reorganize" (2)…

Analyzes financial data and generates insights. Use when working with financial reports.

Daily trading signal generator. Compute factor scores on latest data and output target portfolio. 每日交易信号生成器。基于最新数据计算因子得分，输出目标持仓。 Triggers: "generate signals", "today's trades", "生成信号", "今日信号",…

Connect design decisions to business outcomes through competitive analysis, opportunity mapping, Jobs to Be Done, outcome-driven discovery, value proposition design, and UX metrics. Shape product…

This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipeline architecture, agent-assisted…

Run Cogny marketing analysis tasks — fetch scheduled tasks, analyze ad accounts via MCP, report findings

Run exploratory data analysis on tabular datasets with measurement-appropriate statistics. Use for EDA, descriptive statistics, data exploration, or preparing data summaries for reports and…

Draft, rewrite, or audit Chinese CSDN-style technical articles using a specific long-form teaching structure: a plain-text overall title, Markdown headings for section levels, dense natural…

Use to create or customize a Raw tool plugin or executable variable provider through files or dashboard. Covers contracts, registration and verification; use create-package to distribute components.

基于可验证的官方和权威来源分析影视、微短剧、漫剧、AI影视、网络动画与剧情短视频市场。用于“调用D”“用D分析”、题材趋势、平台对比、指标解释、项目市场评估与完整市场研究；按本次问题确定范围与交付，不把单项咨询自动扩成全市场报告。

CEO (Elon Musk)｜跨职能、公司级或高不确定性任务的总协调者。需要拆解公司级或跨职能目标、在多个 C-suite 之间取舍、配置稀缺资源、选择最小充分团队、安排独立复核并综合成最终决策时调用。 不适用：只涉及单一专业领域的判断、已由对应 C-suite 认领的执行细节、关键输入缺失就要拍板，或需要独立证据复核而非综合决策。

A complete fiction-writing studio, run as a team of named specialist agents, that guides an author from a bare idea to a polished prose manuscript. Use this skill whenever the user wants to write,…

Turn business goals into structured OKRs with measurable Key Results, linked initiatives, alignment check, and anti-goals. Takes a strategic priority and outputs ready-to-use OKRs.

myfy UserModule for authentication with email/password, OAuth, sessions, and JWT. Use when working with UserModule, BaseUser, OAuth providers, login, registration, password reset, email verification,…

Query the CZ CELLxGENE Census (200M+ cells) programmatically via cellxgene-census and TileDB-SOMA, slicing expression by tissue, disease, or cell type and returning AnnData. Use when pulling reference…

Transistor-level circuit design for one analog sub-block. Produces Spectre netlist with hand-calculation rationale. Use when designing a specific circuit block after architecture is defined.

Unified design system for data/ML dashboards. Quick reference for brand vs data color decisions, component patterns, typography, spacing. Auto-invokes on styling, CSS, design, colors, UI,…

Structured interview that identifies causal problems and recommends the right inference method with a step-by-step analysis plan. Use when user says "what method should I use", "measure impact",…

Build a global PMTiles archive from raster predictions or any large vector dataset on a single fat node. Covers raster→polygon→geoparquet→FlatGeobuf→sharded tippecanoe→tile-join, with profiling, error…

Verify that a finished story's implementation actually satisfies its acceptance criteria and GDD/epic spec, run or check its tests, and propose fixes for failures, without silently changing the spec…

Guide for migrating from MapLibre GL JS to Mapbox GL JS, covering API compatibility, token setup, style configuration, and the benefits of Mapbox's official support and ecosystem

Use when a BE or FE node is abnormal: BE out-of-memory or crash, FE deadlock causing all queries to hang, FE Full GC pauses, or FE heap memory growth and leak. Covers mem_tracker curl analysis,…

Copilot agent that assists with database operations, performance tuning, backup/recovery, monitoring, and high availability configuration Trigger terms: database administration, DBA, database tuning,…

Audit PostHog experiments and feature flags for configuration issues, staleness, and best-practice violations. Read when the user asks to audit, health-check, or review experiments or feature flags,…

Find and assess authoritative geospatial datasets or catalogs against known requirements: coverage, feature meaning, access, license, completeness, versions and reproducible pinning. Use for public…

Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or…

Creates and manages Corezoid dashboards — adds charts (column, pie, funnel, table), binds metrics to process nodes, configures real-time mode, and sets up drill-down linking between dashboards.…

Use when user asks "下一步做什么", "接下来做什么", "该做什么", "什么最重要", "应该先做哪个", "最紧急", "优先级", "推荐做什么", "为什么推荐这个", "pace-next", or wants a recommendation for the most important next action across all domains. NOT…

Create or update the feature specification from a natural language feature description.

Design statistically sound GTM experiments for copy, channels, landing pages, sequencing, pricing, and funnel conversion. Produces hypothesis, sample-size logic, success metrics, test plan, analysis…

Use this skill when answering business analytics, RevOps, GTM metric, pipeline, revenue, funnel, customer, or warehouse questions with Deepline. Triggers on phrases like 'query Snowflake', 'analyze…

Use when you have an idea for a data story and want a publication-quality chart back. The agent finds an authoritative public dataset, drafts three chart-type variants in parallel, picks the…

Use when building a LIVE DEMO DASHBOARD for an EXISTING Vapi assistant or squad — a Vapi-branded web page that visualizes a call as it happens (streaming transcript, tool calls, optional…

ML-specific patterns for data pipelines, model training, MLOps, and evaluation — domain expertise for machine learning engineers

Cross-iteration memory as a weakness graph (weakness nodes + solution cards), extracted from the deprecated `evograph` algorithm's run-dir format per its own maintainer note. Select via `memory_skill:…

Add recurring scheduled jobs (crons) to the Convex app.