Aomi Transact
majiayu000/claude-skill-registry
Build natural-language crypto/DeFi agents and EVM MCP plugins (Claude Code, Cursor, Codex, Gemini).
How cryptocurrency prices work — the complete data pipeline from CEX order books and DEX pools through oracle networks to aggregators.
$ npx skills add nirholas/three.ws --skill crypto-price-data-guide -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nirholas/three.ws crypto-price-data-guide --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .claude/skills && cp -r skills-src/data/skills/analysis/crypto-price-data-guide .claude/skills/crypto-price-data-guide && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "crypto-price-data-guide" agent skill from https://github.com/nirholas/three.ws/tree/main/data/skills/analysis/crypto-price-data-guide into .claude/skills/crypto-price-data-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "crypto-price-data-guide", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/nirholas/three.ws/tree/main/data/skills/analysis/crypto-price-data-guideType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add nirholas/three.ws --skill crypto-price-data-guide -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nirholas/three.ws crypto-price-data-guide --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .agents/skills && cp -r skills-src/data/skills/analysis/crypto-price-data-guide .agents/skills/crypto-price-data-guide && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "crypto-price-data-guide" agent skill from https://github.com/nirholas/three.ws/tree/main/data/skills/analysis/crypto-price-data-guide into .agents/skills/crypto-price-data-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "crypto-price-data-guide", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nirholas/three.ws --skill crypto-price-data-guide -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nirholas/three.ws crypto-price-data-guide --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/data/skills/analysis/crypto-price-data-guide .cursor/skills/crypto-price-data-guide && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "crypto-price-data-guide" agent skill from https://github.com/nirholas/three.ws/tree/main/data/skills/analysis/crypto-price-data-guide into .cursor/skills/crypto-price-data-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "crypto-price-data-guide", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/nirholas/three.ws.git --path data/skills/analysis/crypto-price-data-guide--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add nirholas/three.ws --skill crypto-price-data-guide -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nirholas/three.ws crypto-price-data-guide --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/data/skills/analysis/crypto-price-data-guide .gemini/skills/crypto-price-data-guide && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "crypto-price-data-guide" agent skill from https://github.com/nirholas/three.ws/tree/main/data/skills/analysis/crypto-price-data-guide into .gemini/skills/crypto-price-data-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "crypto-price-data-guide", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install nirholas/three.ws crypto-price-data-guideInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add nirholas/three.ws --skill crypto-price-data-guide -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .github/skills && cp -r skills-src/data/skills/analysis/crypto-price-data-guide .github/skills/crypto-price-data-guide && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "crypto-price-data-guide" agent skill from https://github.com/nirholas/three.ws/tree/main/data/skills/analysis/crypto-price-data-guide into .github/skills/crypto-price-data-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "crypto-price-data-guide", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nirholas/three.ws --skill crypto-price-data-guide -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nirholas/three.ws crypto-price-data-guide --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/data/skills/analysis/crypto-price-data-guide .opencode/skills/crypto-price-data-guide && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "crypto-price-data-guide" agent skill from https://github.com/nirholas/three.ws/tree/main/data/skills/analysis/crypto-price-data-guide into .opencode/skills/crypto-price-data-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "crypto-price-data-guide", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
crypto-price-data-guideHow cryptocurrency prices work — the complete data pipeline from CEX order books and DEX pools through oracle networks to aggregators.
Crypto Price Data Guide is an agent skill from nirholas/three.ws. How cryptocurrency prices work — the complete data pipeline from CEX order books and DEX pools through oracle networks to aggregators. Covers free API alternatives to CoinGecko, VWAP/TWAP calculations, and building price feeds without paid APIs. Use when explaining price sources, building market data features, or comparing data providers.
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Crypto and DeFi analysis, Data pipelines and ETL and Stock and market analysis. It works with Binance, Arbitrum and Uniswap. The repository describes itself as: Open-source platform for 3D AI agents. Turn text or a photo into a rigged, animated GLB avatar, give it an LLM brain, memory and a wallet, and embed it anywhere with one web… The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 238ef60. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
api.binance.comapi.dexscreener.comhermes.pyth.networkcoins.llama.fiapi.coincap.ioapi.coinpaprika.commin-api.cryptocompare.comAlso links to:
defillama.combinance-docs.github.iodata.chain.linkdocs.dexscreener.comdocs.coincap.iopyth.networkFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Crypto Price Data Guide loads about 2.7k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 737 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from nirholas/three.ws at commit 238ef60, republished under its MIT licence (© nirholas). 737 words, ~2,681 tokens.
.claude/skills/crypto-price-data-guide/SKILL.md (or your agent's skills folder).Where do crypto prices actually come from? This guide breaks down the entire data pipeline — from raw exchange data to the numbers you see in apps.
┌──────────────────────────────────────────────────────────┐
│ LAYER 1: Primary Sources (where prices originate) │
│ │
│ CEX Order Books DEX AMM Pools │
│ ┌──────────────┐ ┌──────────────┐ │
│ │ Binance │ │ Uniswap V3 │ │
│ │ Coinbase │ │ Curve │ │
│ │ Kraken │ │ Camelot │ │
│ │ OKX, Bybit │ │ Balancer │ │
│ └──────┬───────┘ └──────┬───────┘ │
│ │ │ │
├─────────┼───────────────────────┼────────────────────────┤
│ LAYER 2: Oracle Networks (aggregate + post on-chain) │
│ │ │ │
│ ▼ ▼ │
│ ┌──────────────────────────────────────┐ │
│ │ Chainlink Pyth Redstone │ │
│ │ (median of multiple data sources) │ │
│ └──────────────────┬───────────────────┘ │
│ │ │
├─────────────────────┼────────────────────────────────────┤
│ LAYER 3: Aggregators (combine everything) │
│ ▼ │
│ ┌──────────────────────────────────────┐ │
│ │ CoinGecko DeFi Llama CoinMarketCap │ │
│ │ DexScreener CoinCap CoinPaprika │ │
│ └──────────────────┬───────────────────┘ │
│ │ │
├─────────────────────┼────────────────────────────────────┤
│ LAYER 4: Consumer Apps │
│ ▼ │
│ Portfolio trackers, trading bots, DeFi protocols, │
│ AI agents (like SperaxOS), wallets │
└──────────────────────────────────────────────────────────┘CEXes are the dominant price source for high-cap tokens. Their order books determine the "true" price through supply/demand matching.
| Exchange | Public API | Rate Limit | WebSocket |
|---|---|---|---|
| Binance | api.binance.com/api/v3/ | 1200 req/min | ✅ Real-time |
| Coinbase | api.exchange.coinbase.com/ | 10 req/sec | ✅ Real-time |
| Kraken | api.kraken.com/0/public/ | 1 req/sec | ✅ Real-time |
| OKX | okx.com/api/v5/market/ | 20 req/2sec | ✅ Real-time |
| Bybit | api.bybit.com/v5/market/ | 120 req/sec | ✅ Real-time |
All of these are free, no API key required for public market data.
GET https://api.binance.com/api/v3/ticker/price?symbol=BTCUSDT
Response: { "symbol": "BTCUSDT", "price": "64523.45000000" }GET https://api.binance.com/api/v3/ticker/24hr?symbol=ETHUSDT
Response: {
"symbol": "ETHUSDT",
"priceChange": "45.20",
"priceChangePercent": "1.42",
"lastPrice": "3245.67",
"volume": "584231.45",
"highPrice": "3289.00",
"lowPrice": "3178.23"
}For tokens that aren't listed on CEXes (the long tail), DEX pools are the only price source.
| Source | Chains | How Price Is Determined |
|---|---|---|
| Uniswap V2 | ETH, Arbitrum, etc. | Constant product: price = reserveB / reserveA |
| Uniswap V3 | ETH, Arbitrum, etc. | Square root price from pool slot0: sqrtPriceX96 |
| Curve | ETH, Arbitrum, etc. | StableSwap invariant (optimized for pegged assets) |
| Camelot | Arbitrum | V2 + V3 pools (Arbitrum-native) |
Reading DEX prices:
GET https://api.dexscreener.com/latest/dex/tokens/0xD74f5255D557944cf7Dd0E45FF521520002D5748
Returns: SPA pair data across all DEXesArbitrage bots. If ETH is $3,200 on Binance but $3,210 on Uniswap:
This is why prices across venues are usually within 0.1–0.5% of each other.
Oracles aggregate CEX + DEX data and make it available on-chain for smart contracts.
The dominant oracle network. ~1000+ price feeds across EVM chains.
How it works:
Reading a Chainlink feed on-chain:
// ETH/USD on Ethereum: 0x5f4eC3Df9cbd43714FE2740f5E3616155c5b8419
// SPA/USD on Arbitrum: Available via Chainlink
function getPrice() {
(, int256 price,,,) = priceFeed.latestRoundData();
return uint256(price); // 8 decimals
}Key feeds:
| Feed | Address (Ethereum) | Decimals |
|---|---|---|
| ETH/USD | 0x5f4eC3Df9cbd43714FE2740f5E3616155c5b8419 | 8 |
| BTC/USD | 0xF4030086522a5bEEa4988F8cA5B36dbC97BeE88c | 8 |
| USDC/USD | 0x8fFfFfd4AfB6115b954Bd326cbe7B4BA576818f6 | 8 |
Sperax Context: USDs uses Chainlink price feeds via its MasterPriceOracle to value collateral (USDC, USDT) and maintain its peg.
Pull oracle — prices update sub-second but consumers must "pull" the latest update on-chain.
GET https://hermes.pyth.network/api/latest_price_feeds?ids[]=0xff61491a931112ddf1bd8147cd1b641375f79f5825126d665480874634fd0ace
Returns: { price: "6452345000000", expo: -8, conf: "2500000" }| Feature | Chainlink | Pyth |
|---|---|---|
| Model | Push (auto-updates) | Pull (consumer requests) |
| Latency | 1–60 min heartbeat | ~400ms |
| Cost | Gas paid by oracle network | Gas paid by consumer |
| Coverage | 1000+ feeds | 500+ feeds |
| Security | Battle-tested (5+ years) | Newer but growing fast |
These combine CEX + DEX + oracle data into convenient APIs.
Zero rate limiting. Zero API key. Most generous free API in crypto.
| Endpoint | What It Returns |
|---|---|
coins.llama.fi/prices/current/{coins} | Current prices for any token |
api.llama.fi/protocols | All tracked protocols with TVL |
yields.llama.fi/pools | All yield pools across DeFi |
stablecoins.llama.fi/stablecoins | All stablecoin market data |
Price query example:
GET https://coins.llama.fi/prices/current/arbitrum:0xD74f5255D557944cf7Dd0E45FF521520002D5748
Returns: USDs price from on-chain sourcesSimple, clean API for top 2000 coins.
GET https://api.coincap.io/v2/assets?limit=10
Returns: Top 10 coins by market cap with price, volume, changeDecent free tier with ATH data and social links.
GET https://api.coinpaprika.com/v1/tickers/btc-bitcoin
Returns: Price, ATH, ATH date, volume, market cap, beta, supplyGood for OHLCV (candlestick) data.
GET https://min-api.cryptocompare.com/data/v2/histoday?fsym=BTC&tsym=USD&limit=30
Returns: 30 days of daily OHLCV dataA practical multi-source approach:
| Data Need | Primary Source | Fallback |
|---|---|---|
| Top coin prices | Binance API | CoinCap |
| Long-tail tokens | DexScreener | DeFi Llama |
| Historical OHLCV | CryptoCompare | Binance klines |
| TVL / protocol data | DeFi Llama | — (only source) |
| Yield / APY data | DeFi Llama yields | — |
| On-chain accurate price | Chainlink feeds | Pyth |
| Token metadata | CoinPaprika | Token Lists |
| Market sentiment | Fear & Greed API | — |
Waterfall strategy (what production apps use):
1. Try Binance (fastest, most liquid)
2. Fall back to CoinCap (broader coverage)
3. Fall back to DexScreener (on-chain tokens)
4. Fall back to DeFi Llama (universal)SperaxOS uses a similar multi-provider waterfall: Binance → CoinCap → DexScreener → CoinGecko for maximum reliability.
How aggregators compute a single price from multiple exchanges:
VWAP = Σ(Price_i × Volume_i) / Σ(Volume_i)Example:
| Exchange | Price | 24h Volume |
|---|---|---|
| Binance | $3,200 | $2B |
| Coinbase | $3,205 | $500M |
| Kraken | $3,198 | $100M |
VWAP = (3200×2B + 3205×500M + 3198×100M) / (2B + 500M + 100M)
= $3,200.96Used by Uniswap V3 oracle and some protocols:
TWAP = Average price over a time window (e.g., last 30 minutes)More resistant to manipulation than spot price.
© nirholas, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in data/skills/analysis/crypto-price-data-guide of nirholas/three.ws.
Open the folder on GitHubat commit 238ef60
Crypto Price Data Guide next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Crypto Price Data Guide this skillnirholas/three.ws | 226 | — | ~2.7k | Automated safety check: Pass | MIT | |
| Aomi Transactmajiayu000/claude-skill-registry | 666 | 2 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Ethskillsaustintgriffith/ethskills | 294 | — | ~3k | Automated safety check: Pass | None | |
| Onchainsundial-org/awesome-openclaw-skills | 663 | — | ~2.2k | Automated safety check: Pass | None | |
| Onchain Pay Open APInpc-live/clawfirm | 156 | 1 repos | ~4.9k | Automated safety check: Pass | MIT | |
| Oracle Flashloan Analysisquillai-network/quillshield_skills | 129 | — | ~2.8k | Automated safety check: Pass | MIT |
majiayu000/claude-skill-registry
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How cryptocurrency prices work — the complete data pipeline from CEX order books and DEX pools through oracle networks to aggregators. ws. How cryptocurrency prices work — the complete data pipeline from CEX order books and DEX pools through oracle networks to aggregators.
Crypto Price Data Guide fits situations like: explaining price sources; building market data features; comparing data providers.
Run `npx skills add nirholas/three.ws --skill crypto-price-data-guide -a claude-code`. Or copy the skill folder (data/skills/analysis/crypto-price-data-guide in nirholas/three.ws) into .claude/skills/crypto-price-data-guide in your project. Claude Code loads it when a task matches its description.
Run `npx skills add nirholas/three.ws --skill crypto-price-data-guide -a codex`. Or copy the skill folder (data/skills/analysis/crypto-price-data-guide in nirholas/three.ws) into .agents/skills/crypto-price-data-guide in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nirholas/three.ws --skill crypto-price-data-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/crypto-price-data-guide, .gemini/skills/crypto-price-data-guide, .github/skills/crypto-price-data-guide and .opencode/skills/crypto-price-data-guide in your project.
SKILL.md names no scripts, command-line tools or credentials: Crypto Price Data Guide is instructions for the agent only.
SKILL.md names 13 domains. In commands or code: api.binance.com, api.dexscreener.com, hermes.pyth.network, coins.llama.fi, api.coincap.io, api.coinpaprika.com and min-api.cryptocompare.com; the agent is likely to contact these when it follows the instructions. As links in the text: defillama.com, binance-docs.github.io, data.chain.link, docs.dexscreener.com, docs.coincap.io and pyth.network. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Crypto Price Data Guide is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Crypto Price Data Guide: Aomi Transact (majiayu000/claude-skill-registry, 666 stars), Ethskills (austintgriffith/ethskills, 294 stars), Onchain (sundial-org/awesome-openclaw-skills, 663 stars) and Onchain Pay Open API (npc-live/clawfirm, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
nirholas (a GitHub user) maintains it in nirholas/three.ws, which has 226 GitHub stars. The repository holds 165 skills in this directory. The repository was last updated on October 7, 2026.
Source: nirholas/three.ws on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.