Data Analysis AI Skills

Analyze CSV, JSON, and SQL data. Generate charts and insights locally. Loads, explores, transforms, and visualizes structured data to deliver clear, actionable insights. Use when the user wants data…

Manage issues, track dependencies, and monitor workspace progress via CLI. Use when user needs to create/list/update issues, manage blockers, claim work, or get project stats.

Convert analysis tables (csv/tsv/xlsx/parquet/h5ad obs-var/rds/sav/dta) into the formats clinicians and statisticians open directly — SPSS .sav, Stata .dta, R .rds with a ready-to-run .R script,…

Help with modern ABAP SQL features and AMDP (ABAP Managed Database Procedures) including inline declarations, window functions, GROUP BY, HAVING, PRIVILEGED ACCESS, string functions, aggregate…

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB…

Scaffold, build, package, and install a custom visualization into Splunk using the dashboard-studio-extension framework. Use when the user wants to create a new custom viz, add a visualization to an…

Analyze LinkedIn performance and manage engagement through Publora. Use when the user asks how a LinkedIn post or account performed (impressions, reach, reactions, comments, reshares, follower growth)…

Build ingestion-to-serving pipelines on MotherDuck, including stage boundaries, transformations, and publication. Use for any recurring ingestion from an API, SaaS app, or database into MotherDuck.

dog-api should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 3 operation/source entries against https://dog.ceo.

Analyze VictoriaMetrics time series cardinality to find optimization opportunities — unused metrics, high-cardinality labels, problematic label values, histogram bloat. Produces actionable report with…

管理 AI 应用的登记、拓扑和用量成本。

Foundation skill that captures and stores core brand context — identity, audience, positioning, values, and voice. Use when the user says "set brand context", "save my brand info", "store brand…

Use whenever the user wants to find, shortlist, vet, or enrich US accounting and tax firms (CPA firms) — financial-statement audit, SOC 1/2 audit, corporate tax, bookkeeping for businesses,…

Use before committing, opening a PR, or reporting a task done — when you want ground-truth confirmation there are no conflict markers, live-looking credentials, debug leftovers, untracked TODOs, or…

Descriptive analysis and EDA on cleaned data: distributions, missingness mechanism screen, correlations, categorical structure. No p-values for group comparisons.

Compare two versions of a skill side-by-side. Shows metrics diff (satisfaction, tokens, corrections) and line-level changes between versions.

Finds fast-growing international (imported) products ACROSS ALL categories on JoomPulse — Mercado Livre (Brasil) or Shopee Brasil — as one product table that includes each item's category, plus price,…

Optimize Apache Spark SQL and DataFrame queries using the final Adaptive Query Execution plan and runtime statistics rather than source code alone. Use to reduce runtime, shuffle, spill, scan cost,…

资金流分析师，聚焦主力、北向、板块与个股的多层资金结构分析。

Evaluate whether sports-model probabilities match observed frequencies. Use for Brier score, log loss, reliability bins, ECE, segment checks, and recalibration decisions.

Setup wizard — scans codebase, builds confidence per data point, only asks what it can't figure out, generates SDLC files. Use for first-time setup or re-running setup.

Use when managing agile projects, facilitating Scrum ceremonies, conducting backlog grooming, sprint planning, velocity tracking, and implementing Kanban workflows. Includes agile metrics, team…

Test the full Credyt billing cycle end-to-end for a specific product. Creates a test customer, funds their wallet, sends a usage event, and verifies fees were charged correctly. Use this to re-verify…

Audit and optimize content for SEO, GEO (generative engine optimization), and AEO (answer engine optimization). Use when user asks to "audit SEO", "check search visibility", "optimize for AI search",…

Forces Claude to pause before picking an implementation approach and ask: "Is there a cleverer, cheaper way?" Triggers when the request involves generating data or fixtures (lists, datasets, sample…

Deployment option comparison (serverless, dedicated, self-hosted, batch) and Workflow execution patterns. For raw API URL patterns, auth, and request/response formats, see roboflow-api-reference.

Find internet-exposed hosts, ports, services and devices using third-party internet-scan data instead of touching the target. Covers Shodan and Censys query syntax, service banners, favicon-hash and…

Generate 5 distinct, production-grade UI variations for a requested new or existing section, component, page, flow, or shell, then help the user preview and apply one. Use when the user asks to add or…

Run a structured validity audit on OKRs, KPIs, North Star Metrics, or any success-metric set. Produces a severity-rated issue list with concrete fixes — catches vanity metrics, unfalsifiable key…

Beta research-backed UX engineering skill for auditing, mapping, improving, and judging product experiences so real users can complete important jobs with clarity, confidence, accessibility, recovery,…

Comprehensive UX design companion based on all 30 Laws of UX from lawsofux.com. Analyzes components being built and recommends which laws apply with specific code-level fixes. Works as proactive…

Design, implement, or improve a distinctive, conversion-focused landing page or marketing website. Use for homepages, product pages, launch pages, portfolios, pricing pages, waitlists, campaign pages,…

Select, design, label, and verify charts and data displays that help users interpret evidence accurately and accessibly.

Use when building pricing tables, plan cards, paywalls, and upgrade prompts. Covers monthly/annual toggles, highlighting the recommended plan, usage limits, feature gating UI, and clear upgrade CTAs.

Delegate coding tasks to the Blackbox AI multi-model CLI.

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…

Operates Fictiv (app.fictiv.com), the on-demand manufacturing platform, end to end in the user's browser. Covers uploading CAD parts, configuring process, material, finish, threads, tolerances and…

Use this skill to build a multi-element Excel dashboard — Dashboard sheet on open, multiple formula-driven KPI cards, multiple charts, sparklines, and conditional formatting — from CSV or tabular…

GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction,…

Use when testing the golden_chat_single golden build

AI citability scoring and optimization. Analyzes web page content to determine how likely AI systems (ChatGPT, Claude, Perplexity, Gemini) are to cite or quote passages from the page. Provides a…

Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and investment opportunities

Generate AntV Infographic syntax only. Use when asked to turn notes, outlines, reports, or other user content into the Infographic DSL with template selection, data structuring, and theme hints. Do…

Nitro is the framework-agnostic server toolkit (powering Nuxt) for building and deploying web servers anywhere. Use when working with nitro.config, server routes/event handlers, route rules, caching,…

Use when diagnosing PPT Skill setup or failures involving source parsing, Playwright or Chromium rendering, HTML-to-PPTX export, Workbench startup, or bundled search and image-tool configuration.

Chinese-first research paper writing, revision, polishing, section drafting, rebuttal, peer-review response, thesis prose improvement, and manuscript argument planning. Use when the user asks to write…

SERP-driven content brief for a target keyword — what ranks, what to cover, headings, questions, internal links from your own data. Use when asked for a "content brief", "outline to rank for X", "what…

Upgrade marketing, content, SEO/AEO/GEO, and revenue skills so changes are judged by platform analytics instead of vibes. Use when applying closed-loop learning to X, YouTube, SEO, AEO/GEO, outbound,…

编码解码与加解密工具 — base64/URL/Hex/HTML实体编码解码，MD5/SHA哈希，AES/DES/RSA加解密，JWT解析，Caesar/ROT13密码，栅栏/Vigenere密码，Unicode转义，Morse电码等

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically…

Build and troubleshoot Cloudflare Basin analytics workflows with Basin Pipelines, Basin Catalog, and Basin SQL. Use for streaming data into R2 Iceberg tables, managing catalogs, or querying those…