Digital Oracle
komako-workshop/digital-oracle
Answer prediction questions using market trading data, not opinions.
Real-time market data feeds from 8 prediction market platforms
$ npx skills add alsk1992/CloddsBot --skill feeds -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install alsk1992/CloddsBot feeds --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/alsk1992/CloddsBot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/skills/bundled/feeds .claude/skills/feeds && 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 "feeds" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/feeds into .claude/skills/feeds/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feeds", 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/alsk1992/CloddsBot/tree/main/src/skills/bundled/feedsType 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 alsk1992/CloddsBot --skill feeds -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install alsk1992/CloddsBot feeds --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/skills/bundled/feeds .agents/skills/feeds && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "feeds" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/feeds into .agents/skills/feeds/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feeds", 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 alsk1992/CloddsBot --skill feeds -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install alsk1992/CloddsBot feeds --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/skills/bundled/feeds .cursor/skills/feeds && 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 "feeds" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/feeds into .cursor/skills/feeds/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feeds", 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/alsk1992/CloddsBot.git --path src/skills/bundled/feeds--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 alsk1992/CloddsBot --skill feeds -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install alsk1992/CloddsBot feeds --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/skills/bundled/feeds .gemini/skills/feeds && 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 "feeds" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/feeds into .gemini/skills/feeds/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feeds", 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 alsk1992/CloddsBot feedsInstalls 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 alsk1992/CloddsBot --skill feeds -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/skills/bundled/feeds .github/skills/feeds && 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 "feeds" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/feeds into .github/skills/feeds/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feeds", 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 alsk1992/CloddsBot --skill feeds -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install alsk1992/CloddsBot feeds --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/skills/bundled/feeds .opencode/skills/feeds && 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 "feeds" agent skill from https://github.com/alsk1992/CloddsBot/tree/main/src/skills/bundled/feeds into .opencode/skills/feeds/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "feeds", 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.
feedsReal-time market data feeds from 8 prediction market platforms
Feeds is an agent skill from alsk1992/CloddsBot. Real-time market data feeds from 8 prediction market platforms
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `index.ts`).
It sits in Business, Finance & HR, covering Stock and market analysis and Realtime and WebSockets. It works with Polymarket and Kalshi. The repository describes itself as: Open Source AI trading agent that operates autonomously across 1000+ markets - Polymarket, Kalshi, Binance, Hyperliquid, Solana DEXs, 5 EVM chains. Scans for edge, executes… The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit c930628. 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.
Ships script files (TypeScript), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From 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.
Feeds loads about 1.8k tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 176 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 alsk1992/CloddsBot at commit c930628, republished under its MIT licence (© alsk1992). 176 words, ~1,811 tokens.
.claude/skills/feeds/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Real-time and historical market data from Polymarket, Kalshi, Manifold, Metaculus, PredictIt, Drift, Betfair, and Smarkets.
| Platform | Feed Type | Trading | Data |
|---|---|---|---|
| Polymarket | WebSocket + RTDS | Yes | Prices, orderbook, trades |
| Kalshi | WebSocket | Yes | Prices, orderbook |
| Betfair | WebSocket | Yes | Odds, volume |
| Smarkets | WebSocket | Yes | Odds, volume |
| Drift | REST | Yes | Prices, funding |
| Manifold | WebSocket | Read-only | Prices, comments |
| Metaculus | REST | Read-only | Forecasts |
| PredictIt | REST | Read-only | Prices |
/feed search "trump" # Search all platforms
/feed search "election" --platform poly # Search specific platform
/feed search "fed rate" --limit 20 # Limit results/feed price poly <market-id> # Get current price
/feed price kalshi TRUMP-WIN # Kalshi market
/feed prices "trump" # Prices for all matching markets/feed orderbook poly <market-id> # Get orderbook
/feed orderbook poly <market-id> --depth 10 # Limit depth/feed subscribe poly <market-id> # Subscribe to price updates
/feed unsubscribe poly <market-id> # Unsubscribe
/feed subscriptions # List active subscriptions/feed news "trump" # Get news for topic
/feed news <market-id> # News for specific market
/feed news --recent 10 # Last 10 news items/feed edge poly <market-id> # Analyze edge vs models
/feed kelly poly <market-id> --prob 0.55 # Calculate Kelly fractionimport { createFeedManager } from 'clodds/feeds';
const feeds = createFeedManager({
platforms: ['polymarket', 'kalshi', 'manifold', 'betfair'],
// Enable real-time
enableRealtime: true,
// Platform credentials (optional for read-only)
polymarket: { apiKey },
kalshi: { apiKey },
betfair: { appKey, sessionToken },
});// Search across all platforms
const results = await feeds.searchMarkets('trump election', {
platforms: ['polymarket', 'kalshi'],
limit: 20,
sortBy: 'volume',
});
for (const market of results) {
console.log(`[${market.platform}] ${market.question}`);
console.log(` Price: ${market.price}`);
console.log(` Volume: $${market.volume.toLocaleString()}`);
}// Get specific market
const market = await feeds.getMarket('polymarket', 'market-123');
console.log(`Question: ${market.question}`);
console.log(`YES: ${market.yesPrice} / NO: ${market.noPrice}`);
console.log(`Volume: $${market.volume.toLocaleString()}`);
console.log(`End date: ${market.endDate}`);// Get current price
const price = await feeds.getPrice('polymarket', 'market-123');
console.log(`YES: ${price.yes}`);
console.log(`NO: ${price.no}`);
console.log(`Spread: ${price.spread}`);
console.log(`Updated: ${price.timestamp}`);// Get orderbook
const orderbook = await feeds.getOrderbook('polymarket', 'market-123', {
depth: 10,
});
console.log('Bids (YES):');
for (const bid of orderbook.bids) {
console.log(` ${bid.price}: $${bid.size}`);
}
console.log('Asks (YES):');
for (const ask of orderbook.asks) {
console.log(` ${ask.price}: $${ask.size}`);
}// Subscribe to price updates
const subscription = await feeds.subscribePrice('polymarket', 'market-123');
subscription.on('price', (update) => {
console.log(`Price update: YES=${update.yes}, NO=${update.no}`);
});
subscription.on('trade', (trade) => {
console.log(`Trade: ${trade.side} ${trade.size} @ ${trade.price}`);
});
// Unsubscribe
await subscription.unsubscribe();// Get recent news
const news = await feeds.getRecentNews('trump', { limit: 10 });
for (const article of news) {
console.log(`[${article.source}] ${article.title}`);
console.log(` ${article.summary}`);
console.log(` ${article.url}`);
}
// Search news
const searchResults = await feeds.searchNews('federal reserve', {
from: '2024-01-01',
sources: ['reuters', 'bloomberg'],
});// Analyze edge vs external models
const edge = await feeds.analyzeEdge('polymarket', 'market-123');
console.log(`Market price: ${edge.marketPrice}`);
console.log(`Model estimates:`);
for (const model of edge.models) {
console.log(` ${model.name}: ${model.estimate}`);
console.log(` Edge: ${model.edge > 0 ? '+' : ''}${model.edge.toFixed(1)}%`);
}
console.log(`Consensus edge: ${edge.consensusEdge.toFixed(1)}%`);// Calculate optimal position size
const kelly = await feeds.calculateKelly({
platform: 'polymarket',
marketId: 'market-123',
estimatedProbability: 0.55, // Your estimate
bankroll: 10000, // Your bankroll
kellyFraction: 0.5, // Half-Kelly for safety
});
console.log(`Market price: ${kelly.marketPrice}`);
console.log(`Your estimate: ${kelly.estimatedProb}`);
console.log(`Edge: ${kelly.edge.toFixed(1)}%`);
console.log(`Full Kelly: ${kelly.fullKelly.toFixed(1)}%`);
console.log(`Recommended size: $${kelly.recommendedSize}`);// Connect to RTDS for ultra-low-latency updates
const rtds = await feeds.connectRTDS('polymarket');
rtds.on('tick', (tick) => {
console.log(`${tick.market}: ${tick.price} (${tick.side})`);
});
rtds.subscribe(['market-123', 'market-456']);// Get Betfair odds
const odds = await feeds.getBetfairOdds('event-123');
for (const runner of odds.runners) {
console.log(`${runner.name}: ${runner.backOdds} / ${runner.layOdds}`);
}// Get Metaculus community forecast
const forecast = await feeds.getMetaculusForecast('question-123');
console.log(`Community median: ${forecast.median}`);
console.log(`25th percentile: ${forecast.q25}`);
console.log(`75th percentile: ${forecast.q75}`);
console.log(`Forecasters: ${forecast.forecasterCount}`);| Platform | REST | WebSocket |
|---|---|---|
| Polymarket | 5s | Real-time |
| Kalshi | 10s | Real-time |
| Betfair | 1s | Real-time |
| Manifold | 30s | Real-time |
| Metaculus | 60s | N/A |
| PredictIt | 30s | N/A |
© alsk1992, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in src/skills/bundled/feeds of alsk1992/CloddsBot.
Open the folder on GitHubat commit c930628
Feeds 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 |
|---|---|---|---|---|---|---|
| Feeds this skillalsk1992/CloddsBot | 2.9k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Digital Oraclekomako-workshop/digital-oracle | 870 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Polymarket Tennislivetennisapi/livetennisapi-mcp | 152 | — | ~3k | Automated safety check: Pass | MIT | |
| Polymarket2025Emma/vibe-coding-cn | 23k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Marketsmachina-sports/sports-skills | 242 | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Bettingmachina-sports/sports-skills | 242 | — | ~1.7k | Automated safety check: Pass | MIT |
komako-workshop/digital-oracle
Answer prediction questions using market trading data, not opinions.
livetennisapi/livetennisapi-mcp
Build observe-only Polymarket and Kalshi tennis market tooling on the polymarket-tennis Python package (MIT) plus the Live Tennis API free tier.
2025Emma/vibe-coding-cn
Comprehensive Polymarket skill covering prediction markets, API, trading, market data, and real-time WebSocket data streaming.
machina-sports/sports-skills
Markets orchestration — connects ESPN live schedules with Kalshi and Polymarket prediction markets.
machina-sports/sports-skills
Betting analysis — odds conversion, de-vigging, edge detection, Kelly criterion, arbitrage detection, parlay analysis, and line movement.
Polymarket/agent-skills
Polymarket integration for prediction market trading on Polygon.
alsk1992/CloddsBot
Local hybrid search for markdown notes and docs. An agent skill from alsk1992/CloddsBot.
alsk1992/CloddsBot
Drift Protocol perpetual futures trading on Solana (direct SDK)
alsk1992/CloddsBot
Find mispriced markets by comparing to external models and data sources
alsk1992/CloddsBot
Vector embeddings configuration and semantic search. An agent skill from alsk1992/CloddsBot.
alsk1992/CloddsBot
Monitor news and correlate with prediction market movements. An agent skill from alsk1992/CloddsBot.
alsk1992/CloddsBot
Find and execute cross-platform arbitrage opportunities across prediction markets
Works with
Categories
Real-time market data feeds from 8 prediction market platforms. Feeds is an agent skill from alsk1992/CloddsBot.
Feeds fits situations like: tasks that involve Stock and market analysis; tasks that involve Realtime and WebSockets.
Run `npx skills add alsk1992/CloddsBot --skill feeds -a claude-code`. Or copy the skill folder (src/skills/bundled/feeds in alsk1992/CloddsBot) into .claude/skills/feeds in your project. Claude Code loads it when a task matches its description.
Run `npx skills add alsk1992/CloddsBot --skill feeds -a codex`. Or copy the skill folder (src/skills/bundled/feeds in alsk1992/CloddsBot) into .agents/skills/feeds 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 alsk1992/CloddsBot --skill feeds -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/feeds, .gemini/skills/feeds, .github/skills/feeds and .opencode/skills/feeds in your project.
Going by SKILL.md and its folder, Feeds needs TypeScript for the scripts in its folder. Our summary lists: Node.js.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Feeds is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.2k 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 Feeds: Digital Oracle (komako-workshop/digital-oracle, 870 stars), Polymarket Tennis (livetennisapi/livetennisapi-mcp, 152 stars), Polymarket (2025Emma/vibe-coding-cn, 23k stars) and Markets (machina-sports/sports-skills, 242 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
alsk1992 (a GitHub user) maintains it in alsk1992/CloddsBot, which has 2,903 GitHub stars. The repository holds 116 skills in this directory. The repository was last updated on October 2, 2026.
Source: alsk1992/CloddsBot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.