Framework for analyzing numerical crypto data including price series, on-chain metrics, protocol statistics, and portfolio performance with structured visualization guidance.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Data Analysis
## When to use this skill
Use when the user asks about:
- Analyzing numerical data (prices, volumes, metrics)
- Calculating statistics (averages, percentiles, correlations)
- Identifying trends or anomalies in data
- Comparing performance across time periods or assets
- Presenting data in a clear, structured format
## Analysis Framework
### 1. Data Understanding
Before analyzing, assess the data:
- **Source**: Where does the data come from? Is it reliable?
- **Time range**: What period does the data cover?
- **Granularity**: Daily, hourly, per-block?
- **Completeness**: Are there gaps or missing data points?
- **Units**: USD, ETH-denominated, percentage, raw count?
- **Adjustments needed**: Inflation adjustment, normalization, outlier handling?
### 2. Descriptive Statistics
Compute baseline statistics:
- **Central tendency**: Mean, median, mode — median is more robust for skewed crypto data
- **Dispersion**: Standard deviation, range, interquartile range (IQR)
- **Distribution shape**: Skewness (crypto returns are typically negatively skewed) and kurtosis (fat tails are common)
- **Percentiles**: 5th, 25th, 50th, 75th, 95th — useful for setting expectations
…
The line at the top of this page pins the label git:20260501.87cefc9, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_obvec5cvsufomxy5
GET https://markdownregistry.com/api/v1/resolve?ref=nirholas/three.ws/data-analysis
GET https://markdownregistry.com/api/v1/blob/368290790a14b22a1c109c5fbe7700df2e69f03c04eef4b8c63e5920db0cbf17
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
nirholas/three.ws · .agents/skills/anatomy/SKILL.md · Explain how a machine works as an interactive isometric 3D cutaway. Use when the user asks how an engine, turbine…
nirholas/three.ws · .agents/skills/authenticate-wallet/SKILL.md · Sign in to the wallet. Use when you or the user want to log in, sign in, connect, or set up the wallet, or when any…
nirholas/three.ws · .agents/skills/build-an-agent-skill/SKILL.md · Write a real three.ws agent skill bundle (manifest.json + SKILL.md + tools.json + handlers.js) that gives a 3D agent a…
nirholas/three.ws · .agents/skills/connect-three-ws-mcp/SKILL.md · Connect any MCP client (Claude Code, Claude Desktop, the Agent SDK, or a custom one) to the three.ws MCP servers, so…
nirholas/three.ws · .agents/skills/create-3d-avatar/SKILL.md · Turn a text prompt (or reference image) into a rigged, animation-ready 3D avatar (GLB). Use when you or the user want…
nirholas/three.ws · .agents/skills/create-a-three-ws-agent/SKILL.md · Create a real three.ws AI agent (identity, 3D body, custodial Solana wallet, persona) from the command line and get its…
nirholas/three.ws · .agents/skills/embed-three-ws-avatar/SKILL.md · Embed a live, animated three.ws 3D avatar in any website with the <agent-3d> web component. Use when you or the user…
nirholas/three.ws · .agents/skills/fund/SKILL.md · Add money to the wallet. Use when you or the user want to fund, deposit, top up, load, buy USDC, add funds, onramp, or…
nirholas/three.ws · .agents/skills/gcp-triage/SKILL.md · Monitor three.ws production on Google Cloud Run and fix what the sweep finds. Use when the user asks to check…
nirholas/three.ws · .agents/skills/generate-3d-model/SKILL.md · Turn a text prompt into a downloadable, textured 3D model (GLB). Use when you or the user want to generate, create…
nirholas/three.ws · .agents/skills/hire-an-agent/SKILL.md · Find a three.ws agent that already does the job, then buy its skill or have one of your own agents hire and pay it…
bytedance/deer-flow · skills/public/data-analysis/SKILL.md · Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate…
evovexai/evoflow · skills/public/data-analysis/SKILL.md · Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate…
dougtrajano/pydantic-ai-skills · examples/skills/data-analysis/SKILL.md · Profile and aggregate a bundled sales dataset - group revenue by region, category, channel or month, apply filters, and…
0xranx/golembot · templates/data-analyst/skills/data-analysis/SKILL.md · Loads CSV, Excel, and JSON data files, performs statistical analysis, and generates charts and reports. Use when the…
