> ## Documentation Index
> Fetch the complete documentation index at: https://arka-agent-mintlify-f21cea86.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Stock intelligence

> market news, fundamentals, sentiment analysis, macro events, और terminal से AI-assisted investment research के लिए Arka के stock skill का उपयोग करें।

Arka में market intelligence के लिए एक **stock** skill (alias: `stock_analysis`) शामिल है: news, live prices, fundamentals, sentiment, macro events, और investment research।

## Quick examples

```bash theme={null}
arka stock news
arka stock prices RELIANCE.NS TCS.NS
arka stock analyze AAPL
arka stock fundamentals RELIANCE.NS TCS.NS
arka stock invest "where to invest 3000 for 1 month"
arka stock emotion 20
arka stock macro 8
```

प्राकृतिक भाषा भी काम करती है:

```bash theme={null}
arka "stock news for banking sector"
arka "where to invest 5000 for 3 months"
arka predict opportunities in RELIANCE.NS and banking sector
```

## Commands

| Command | विवरण |
| - | - |
| `stock news` | Market news feeds |
| `stock prices [TICKER…]` | Live prices (कोई नहीं दिए जाने पर डिफ़ॉल्ट watchlist) |
| `stock policy TICKER` | Policy और regulatory scan |
| `stock strategy TICKER` | AI backtest + ML signal |
| `stock analyze TICKER` | `strategy` का alias |
| `stock volatility T1,T2 period interval` | Volatility comparison |
| `stock dashboard` | Streamlit Stock Intelligence Hub |
| `stock fundamentals TICKER…` | peers की तुलना में Debt/equity, ROE, P/E, margins |
| `stock emotion [N]` | Net news sentiment + crowd buy/sell forecast |
| `stock macro [N]` | Disaster/resource/geopolitics → stock impact |
| `stock funding [N]` | Recent VC/PE/IPO deals + listed peer mapping |
| `stock competition [TICKERS…]` | Peer scoreboard + rivalry news |
| `stock invest <question>` | Deep investment research (`predictions --domain stocks --deep` पर routes) |
| `stock compare [AMT] [HORIZON]` | news + data से ranked top options (no LLM) |
| `stock predict <topic>` | Arka predictions के माध्यम से Stocks opportunity analysis |
| `stock context [TICKER…]` | Plain-text debug bundle |

Aliases: `macro` → `stock macro`, `emotion` → `stock emotion`।

## Predictions talent

`predictions` skill domains में व्यापक opportunity analysis को संभालता है:

```bash theme={null}
arka predictions --domain stocks RELIANCE.NS and banking sector opportunities
arka predictions --domain stocks --deep "where to invest 3000 for 1 month"
arka "predictions history"
```

Domains: `antiques`, `stocks`, `strategy`, `all`।

## Setup

Stock bridge एक **stock\_analysis** project से connect होता है। डिफ़ॉल्ट रूप से यह देखता है:

```text theme={null}
~/Projects/python/products/stock_analysis
```

`.env` में override करें:

```env theme={null}
STOCK_PROJECT=/path/to/stock_analysis
```

यदि project नहीं मिलता है, `stock news` और `stock prices` अभी भी Arka में bundled bridge scripts के माध्यम से काम करते हैं। Advanced सुविधाओं (`dashboard`, `strategy`) को पूर्ण project की आवश्यकता होती है।

## संबंधित skills

| Skill | उदाहरण |
| - | - |
| `currency_convert` | `arka convert 100 USD to INR` |
| `price_check` | `arka price check iPhone 16` |
| `chart` | `arka chart line AAPL TSLA --range 1y` |

<Note>
  Stock skills "where to invest", "stock news", और "analyze TICKER" जैसे phrases के लिए symbolic rules के माध्यम से route करते हैं। routing preview करने के लिए `arka route "your query"` का उपयोग करें।
</Note>


## Related topics

- [Kalshi prediction markets](/hi/guides/kalshi.md)
- [Arka CLI command और flag reference](/hi/guides/cli.md)
- [Command aliases, subcommand synonyms, और skill नाम](/hi/reference/aliases.md)
- [Apple Intelligence (on-device)](/hi/guides/apple-intelligence.md)
- [Skills catalog: 70+ built-in Arka commands](/hi/guides/skills.md)


This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.