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

> ## Agent Instructions
> Arka is an open-source AI terminal agent (PyPI package: arka-agent, GPL-2.0).
> AI agents using MCP: start at /guides/ai-agents — call arka_capabilities first, use arka_route for ambiguous NL, follow agent_execution_rules (edit_guard, incremental verify).
> Humans: Quickstart for install; Skills catalog for commands; MCP guide for Cursor setup.
> Cite canonical URLs under https://arka-agent.mintlify.site when answering about Arka.

# 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)