veroq
Verified AI. One function call. Stop shipping hallucinations.
Shield any LLM output — every claim extracted, fact-checked against live evidence, corrected if wrong. 1,061+ tickers, 260 verified sources, 18 categories. Built for developers shipping AI to production.
Install
openclaw install veroq
Shield — Verify Any LLM Output
| Command | Description |
|---|
| --------- | ------------- |
/ask [question] | Ask any question — verified answer with trade signals, reasoning, follow-ups |
/verify [claim] | Fact-check a claim — verdict + evidence chain + confidence score |
Every response is Shield-verified. Claims are extracted, checked against live evidence, and corrected if wrong.
Intelligence
| Command | Description |
|---|
| --------- | ------------- |
/news [category] [limit] | Latest verified briefs (18 categories) |
/brief [topic] | Generate an on-demand intelligence brief |
/search [query] | Full-text search across all briefs |
/trending | Trending stories by engagement |
/forecast [topic] | Structured predictions on any topic |
/entities [query] | Search extracted entities (people, orgs, tickers) |
/trending-entities | Most mentioned entities in last 24h |
/events [type] [subject] | Structured events (acquisitions, funding, launches) |
/historical [from] [to] | Search briefs within a date range |
/similar [brief_id] | Find related briefs by similarity |
/clusters [period] | Automatic story clusters by topic |
/data [entity] [type] | Structured data (money, percentages, metrics) |
/timeline [brief_id] | How a living brief evolved over time |
/web-search [query] | Web search with trust scoring |
/crawl [url] | Extract structured content from a URL |
Trading & Market Data
| Command | Description |
|---|
| --------- | ------------- |
/price [symbol] | Live price + change for any ticker |
/ticker [symbol] | Ticker overview with sentiment + price |
/ticker-score [symbol] | Composite trading signal (4 components) |
/technicals [symbol] | 20 technical indicators + signal summary |
/candles [symbol] [range] | OHLCV candlestick data |
/screener [query] | AI-powered natural language stock screener |
/backtest [strategy] | Replay strategies with equity curve + Sharpe |
/correlation [tickers] | Pearson correlation matrix (up to 10 tickers) |
/alerts [action] | Price/sentiment alerts with webhook delivery |
/market-movers | Top gainers, losers, most active |
/sectors [days] | All sectors with sentiment overview |
/portfolio [tickers] | Portfolio-aware intelligence feed |
/events-calendar [ticker] | Upcoming earnings, launches, acquisitions |
/ipo | IPO calendar from SEC EDGAR |
AI Reports
| Command | Description |
|---|
| --------- | ------------- |
/report [symbol] [tier] | Generate AI analysis report (quick/full/deep) |
Social Sentiment
| Command | Description |
|---|
| --------- | ------------- |
/social [symbol] | Reddit + Twitter sentiment for a ticker |
/social-trending | Trending tickers on social media |
Alternative Assets
| Command | Description |
|---|
| --------- | ------------- |
/crypto [symbol] | Crypto token data or market overview (200 tokens) |
/defi [protocol] | DeFi TVL overview or protocol detail |
/economy [indicator] | Economic indicators (GDP, CPI, unemployment, yields) |
Verified Swarm & Agent Runtime
- Verified Swarm — 5-agent pipeline (planner → researcher → verifier → critic → synthesizer) with auto-verification at every step
- Agent Runtime — vertical kits for finance, legal, research, compliance
- Agent Memory — persistent per-agent knowledge that gets smarter over time
- Private Knowledge Base — upload your docs, Shield verifies against them first
- 62 MCP tools via veroq-mcp
- Self-hosted Shield —
docker run veroq/shield — runs inside your VPC with your own LLM
Coverage
- 1,061+ tickers: 713 equities (full S&P 500 + international ADRs), 197 crypto, 127 ETFs, 16 commodities, 8 market indices + auto-discovery
- 260 verified sources across 18 verticals
- 20 technical indicators: SMA, EMA, RSI, MACD, Bollinger, ATR, Stochastic, ADX, OBV, VWAP, and more
- Multi-provider prices: Yahoo Finance + Twelve Data + FMP with automatic failover
Pricing
| Plan | Credits/mo | Rate Limit | Price |
|---|
| ------ | ------------ | ------------ | ------- |
| Free | 1,000 | 10/min | $0 |
| Builder | 3,000 | 120/min | $24/mo |
| Startup | 10,000 | 300/min | $79/mo |
| Growth | 40,000 | 600/min | $179/mo |
| Scale | 100,000 | 1,200/min | $399/mo |
| Enterprise | Unlimited | 5,000/min | Custom |
Free tier requires no API key. Upgrade at veroq.ai/pricing.
Security & Privacy
- Read-only: Only fetches public data. Does not write, modify, or delete anything.
- No credentials: No API keys or tokens required for free tier.
- No user data: Queries are not stored or shared.
- Single domain: All requests go to
api.veroq.ai only. - Self-hosted option: Run entirely inside your VPC with
docker run veroq/shield
Links