> ## 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

> Use Arka's stock skill for market news, fundamentals, sentiment analysis, macro events, and AI-assisted investment research from the terminal.

Arka includes a **stock** skill (alias: `stock_analysis`) for market intelligence: news, live prices, fundamentals, sentiment, macro events, and 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
```

Natural language also works:

```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 | Description |
| - | - |
| `stock news` | Market news feeds |
| `stock prices [TICKER…]` | Live prices (default watchlist if none given) |
| `stock policy TICKER` | Policy and regulatory scan |
| `stock strategy TICKER` | AI backtest + ML signal |
| `stock analyze TICKER` | Alias for `strategy` |
| `stock volatility T1,T2 period interval` | Volatility comparison |
| `stock dashboard` | Streamlit Stock Intelligence Hub |
| `stock fundamentals TICKER…` | Debt/equity, ROE, P/E, margins vs peers |
| `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 (routes to `predictions --domain stocks --deep`) |
| `stock compare [AMT] [HORIZON]` | Top options ranked from news + data (no LLM) |
| `stock predict <topic>` | Stocks opportunity analysis via Arka predictions |
| `stock context [TICKER…]` | Plain-text debug bundle |

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

## Predictions talent

The `predictions` skill handles broader opportunity analysis across domains:

```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

The stock bridge connects to a **stock\_analysis** project. By default it looks for:

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

Override in `.env`:

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

If the project is not found, `stock news` and `stock prices` still work via the bridge scripts bundled in Arka. Advanced features (`dashboard`, `strategy`) need the full project.

## Related skills

| Skill | Example |
| - | - |
| `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 route through symbolic rules for phrases like "where to invest", "stock news", and "analyze TICKER". Use `arka route "your query"` to preview routing.
</Note>


## Related topics

- [Kalshi prediction markets](/guides/kalshi.md)
- [Arka CLI command and flag reference](/guides/cli.md)
- [Command aliases, subcommand synonyms, and skill names](/reference/aliases.md)
- [Apple Intelligence (on-device)](/guides/apple-intelligence.md)
- [Arka — AI terminal agent documentation](/index.md)


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