Data Analysis AI Skills

Deep-read a 10-K annual report and output a structured markdown digest — abstract, section summaries, key metrics, and sourced references. Output in English or Traditional Chinese.

Academic backtesting framework for quantitative research. ~30 risk and performance ratios, 10 classes of indicators, event-driven engine with 6+ strategies, MPT optimizer, forward-looking simulation…

Use when measuring whether an LLM or agent system actually got better and gating merges on it: golden sets, fixing an inflated LLM-as-judge, scoring RAG (faithfulness, contextual recall) or agent…

Review procurement contracts and purchase packages against uploaded compliance rules (招标/采购制度). Use for 采购审核, contract compliance checklists, or procurement statistics rollups.

Use when writing raw SQL with GRDB, complex joins across 4+ tables, window functions, ValueObservation for reactive queries, or dropping down from SQLiteData for performance. Direct SQLite access for…

Analyze Google Analytics 4 data — review website performance, identify traffic patterns, diagnose high-bounce pages, compare time periods, and suggest data-driven improvements. Use when the user asks…

Analyze the user's authorized Quantified Self sleep data through its read-only MCP tools. Use for sleep sessions, duration, stages, efficiency, naps, bedtime or wake-time patterns, HRV, sleep heart…

When handing work to the Codex CLI earns its cost, and how to size the run: second-model review, bounded implementation hand-offs, sandbox permissions, model and reasoning effort. Use when the user…

Enable agent loops to learn from similar past tasks and share patterns across loops

Use this skill when setting up AI-powered personalization, building Clay or lemlist workflows, or automating prospect research — 6 AI personalization prompts (lemlist style) plus 2 email templates:…

Use when the user asks for spot-perp basis trade, basis arbitrage, cash-and-carry, perp discount, or any setup that reads the spot–perp basis as a positioning signal. Long-perp leg only — pure two-leg…

The model-agnostic AI-video router and brief — the counterpart to image-prompt. Use when someone asks "which AI video tool should I use," "make an AI video," "generate B-roll / a talking-head / a…

Практическая инженерия диффузионных моделей: архитектуры, обучение, инференс, оптимизация памяти. Использовать при любых задачах с диффузионными моделями: проектирование или модификация архитектуры…

Generate one Content-Derived Design direction from an HTML source, or let Auto choose the strongest direction. Use when the user says /reimagine-it generate, "redesign this page", "make it a landing…

Set up the Python backtesting environment. Detects OS, creates virtual environment, installs dependencies (openalgo, ta-lib, vectorbt, plotly), and creates the backtesting folder structure.

Content experimentation and A/B testing guidance covering experiment design, hypotheses, metrics, sample size, statistical foundations, CMS-managed variants, and common analysis pitfalls. Use this…

USE FOR image search. Returns images with title, source URL, thumbnail. Supports SafeSearch filter. Up to 200 results.

Core DQL syntax, pitfalls, query patterns, and query optimization. Load to write, build, fix, or OPTIMIZE a DQL query — prevents syntax errors and makes queries faster, more efficient, and cheaper…

Orquestrar projetos com Kanban humano + agentes de IA.

Serverless vector and raster tiles with PMTiles for MapLibre GL JS — single-file format, HTTP range requests, hosting on S3/R2/GitHub Pages, generating with Planetiler or tippecanoe, and the pmtiles…

Stand up the dashboard foundation (the platform layer — UI primitives, form system, charts, Repository + adapters, auth seam, theme, routing shell) into a new project as a zero-config runnable app.…

Manage Buffer content via the GraphQL API. Use when creating, scheduling, editing, or deleting posts, saving ideas, reading scheduled queues, or pulling post analytics. Not for general API debugging.

Activate when working on SPA authentication flow, Sanctum cookie-based auth, Vue Router guards, auth store, login/register/password reset pages, or CORS/session configuration. Covers the full auth…

Resolve a library choice and add the selected dependency. Trigger for competing-library questions or an optional package not already fixed by the project stack — at first use (tabular exploration,…

When the user wants to optimize their Bing Maps listing, set up Bing Places for Business, or improve visibility in Microsoft's search ecosystem. Also use when the user mentions "Bing Places," "Bing…

Analyze engagement patterns across published posts to identify what works. Use when asked to review performance, find successful patterns, or optimize future content.

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…

Use when animating charts, graphs, dashboards, data transitions, or any information visualization work.

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test…

Generate comprehensive ontological knowledge graphs in [[wikilinks]] syntax for InfraNodus visualization. Use when the user requests to create an ontology, extract entities and relationships from…

Evaluate a factor library — recompute Information Coefficient (IC), ICIR, win rate, and turnover on held-out data, and surface train→test decay. Use to judge how good a mined library actually is out…

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…

Query blockchain data via Allium APIs. Supports API key, x402 micropayments, and Tempo auth. Covers prices, wallets, tokens, and SQL analytics.

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

Use when the user asks for scientific data preparation, exploratory analysis, statistical inference, model evaluation, or research figures in R or Python, including analysis-only requests, multi-panel…

Bespoke Home Assistant dashboards with original layouts, typography, CSS themes, card-mod styles, and button-card templates. Nine distinct visual styles: Glassmorphism, Dark Minimal, Material You,…

Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor and content analysis, business listings,…

Design the database schema for a versioned, append-only consent ledger that satisfies LGPD Art. 8 (free, informed, unambiguous consent for a specific purpose) and Art. 9 (information rights). Use when…

This spell transforms inert → reactive. It does NOT create new tools, train models, run one-off fixes, or build physical systems. The key pattern: existing artifact + trigger/watcher + bounded…

Choose and structure training data for robot-learning projects.

Stand up a NEW containerized app or compose stack on a docker host. Use whenever the user wants to deploy, install, add, spin up, or "set up" a new container or stack (Jellyfin, Radarr, Sonarr,…

Stage 4 of the spatial transcriptomics workflow — deconvolve Visium spots into cell-type proportions. Use when the user asks to deconvolve spatial spots, estimate cell-type composition, or run DestVI…

Use when working on Simulink or Simscape Electrical HVDC and FACTS models, including VSC-HVDC, LCC-HVDC, STATCOM, SVC, UPFC, transmission-system controls, power-flow regulation, and grid disturbance…

This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

Evaluate, score, and compare candidate CVs/resumes against a job description with a shared 100-point rubric and traceable evidence. Use for CV screening, resume review, candidate ranking, shortlist…

Use when a user asks what an agent key can do, how Shuriken permissions work, or which scopes they need for a given integration.

Start the visualize-in-3d skill from a command, with an optional mode first (app, lesson, prototype, embed, film, action, book) and then the subject, for example "/viz3d film the 1906 San Francisco…

实时监控关键业务指标和系统状态，提供异常检测和自动告警服务。当用户需要监控数据变化、设置阈值提醒或查询实时状态时调用。

Manipulate biological sequences, parse FASTA/GenBank/PDB files, run phylogenetics, and access NCBI/PubMed programmatically via Biopython (Bio.SeqIO, Bio.Entrez, Bio.PDB, Bio.Blast). Use when scripting…

Reusable React/JavaScript patterns for Somali dialect classifier dashboard. Covers Chart.js integration, data card components, filter patterns, responsive layouts, and dashboard-specific UI patterns.…

Generates practice exercises with simulated data and known ground truth across all causal inference methods. Use when user says "practice", "exercise", "simulate", "learn causal inference", or "test…