market-intel

> **Official Bitget Skill** · 本 Skill 由 Bitget 官方提供，市场数据来源可信，通过 Bitget Agent Hub 分发。
> Data powered by Bitget market infrastructure · [github.com/bitget-official/agent-hub](https://github.com/bitget-official/agent-hub)

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# Market Intelligence Skill

Surface structural market data that price charts alone don't show: where capital is
flowing, what institutions are doing, where we are in the market cycle, and what the
on-chain health of major networks looks like.

## Vendor Neutrality

Never name underlying data providers. Use neutral framing:
"on-chain analytics", "institutional flow data", "DeFi protocol data".

---

## Quick Decision Tree

| User asks about… | Go to section |
|-----------------|---------------|
| ETF flows, institutional buying | → ETF & Institutional |
| Whale moves, exchange reserves | → On-chain Flows |
| Market cycle, AHR999, DCA timing | → Cycle Indicators |
| DeFi TVL, yield pools, stablecoins | → DeFi Structure |
| New tokens, meme coins, DEX activity | → DEX Intelligence |
| Gas fees, mempool, network congestion | → Network Health |
| Overall market cap, trending coins | → Market Overview |

When a query spans multiple areas, run relevant sections in parallel.

---

## ETF & Institutional Flows

Direct ETF flow data is not available. Use news search to surface institutional narratives:

```
news_feed(action="latest", feeds="cointelegraph,coindesk,decrypt,blockworks",
  keyword="ETF", limit=10)
news_feed(action="latest", feeds="cointelegraph,coindesk,decrypt,blockworks",
  keyword="institutional", limit=5)
tradfi_news(action="crypto_news", limit=10)
crypto_market(action="price", coin_ids="bitcoin,ethereum")
crypto_market(action="global")
```

News signals: repeated "net inflows" / "record ETF volume" → accumulation phase ·
"outflows" / "ETF redemptions" → distribution or risk-off rotation

Inform user that direct daily ETF flow figures are not available in this data source.

---

## On-chain Flows (Whale & Exchange Intelligence)

Direct on-chain whale tracking is not available. Use derivatives positioning as proxy:

```
derivatives_sentiment(action="top_position", symbol="BTCUSDT", period="4h")
derivatives_sentiment(action="top_ls", symbol="BTCUSDT", period="4h")
derivatives_sentiment(action="long_short", symbol="BTCUSDT", period="4h")
derivatives_sentiment(action="open_interest", symbol="BTCUSDT", period="1h")
defi_analytics(action="stablecoins")
```

Proxy reading: top trader net long → smart money bullish · OI rising + price up →
genuine demand rally · OI rising + price flat → leverage building, squeeze risk rising.
Rising stablecoin market cap = dry powder building (potential buying pressure).

For exact on-chain metrics (exchange reserves, whale wallet tracking, token unlocks),
inform user these are not available in this data source.

---

## Market Cycle Indicators

On-chain cycle indicators (AHR999, Pi Cycle, Rainbow Chart, Coinbase Premium, Puell Multiple)
are not available. Use proxy signals instead:

```
crypto_market(action="ohlcv", coin_id="bitcoin", days=365)
crypto_market(action="global")
crypto_market(action="markets", per_page=50, vs_currency="usd")
defi_analytics(action="stablecoins")
```

Proxy interpretation: BTC dominance > 55% → early/mid cycle ·
BTC dominance falling + altcoins rallying → late cycle / euphoria ·
growing stablecoin supply → capital on sidelines → fuel for next leg

Inform user that precise cycle indicators require on-chain data not available here.

---

## DeFi Structure

For detailed DeFi query patterns and interpretation → see `references/defi-guide.md`

```
defi_analytics(action="tvl_rank", limit=20)
defi_analytics(action="chains", limit=10)
defi_analytics(action="stablecoins")
defi_analytics(action="yields", min_tvl=10000000)
defi_analytics(action="fees")
```

---

## DEX Intelligence (New Tokens, Meme Coins)

```
dex_market(action="trending", limit=20)
dex_market(action="search", query="{token_name_or_symbol}", limit=10)
```

For specific token address: `dex_market(action="token", token_address="{address}")`

**Always flag**: DEX trending lists include paid token promotions. Disclose this in output.
Use `dex_market` for tokens not yet on major exchanges — for established tokens, prefer
`crypto_market`.

---

## Market Overview & Rankings

```
crypto_market(action="global")
crypto_market(action="markets", per_page=50, vs_currency="usd")
crypto_market(action="trending")
```

---

## Network Health

```
network_status(action="eth_gas")      # Ethereum: slow/standard/fast/instant gwei
network_status(action="btc_fees")     # Bitcoin: fastestFee/halfHourFee sat/vB
network_status(action="btc_mempool")  # Bitcoin: pending tx count, total fee
```

High gas/fees = high network demand = active market. Low gas = quieter activity.

---

## Output

For Institutional Flow Report, Market Cycle Assessment, and DeFi Structure templates →
see `references/output-templates.md`

---

## Notes

- See `references/data-availability.md` for a full list of what's available vs. not
- DEX trending tokens may include paid promotions — always disclose this
- `defi_analytics` yields: use `min_tvl=10000000` to exclude illiquid pools
- `crypto_market(action="ohlcv")` requires a CoinGecko coin ID (e.g., `bitcoin`), not a trading symbol
- When any tool fails: "data temporarily unavailable" — not provider names or technical errors