hyper-sentinel 0.3.8

Python SDK + AI Agent for Sentinel — 80+ crypto trading, AI, and market intelligence tools with interactive chat. Free access, usage-based fees.

Local-First AI Agent for Crypto, Equities & Macro

12 data sources · 65+ tools · Multi-agent swarm · Sub-second queries · One pip install

Website · Docs · API Reference · PyPI

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Install

pip install hyper-sentinel && sentinel-chat

Paste your LLM key on first run. No email, no account. You're in.

With multi-agent swarm (Upsonic):

pip install 'hyper-sentinel[swarm]' && sentinel-chat

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How It Works

Sentinel is an AI agent that calls tools to answer your questions. Common queries hit a fast path and return instantly. Everything else goes through your chosen LLM.

  ⚡ You → price of btc and xmr

  ╭─────────────────────── 🛡️ Sentinel ──────────────────────────╮
  │                                                                │
  │  Bitcoin (BTC): $66,565.00                                     │
  │    24h: -0.70%  ·  7d: -3.28%  ·  Market cap: $1.3T           │
  │                                                                │
  │  Monero (XMR): $330.89                                         │
  │    24h: +0.18%  ·  7d: -6.13%  ·  Market cap: $6.1B           │
  │                                                                │
  ╰────────────────────────────────────── ⚡ instant · 0 LLM ─────╯

Query Type	Speed	How
price of btc / top 10 crypto	< 1 second	Fast Path — regex match, direct API call, zero LLM
analyze BTC structure and AAPL recs	3–8 seconds	LLM agent calls tools, formats response
run quant analysis on TSLA	10–20 seconds	Deep quant engine — valuation, technicals, risk, analyst targets

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Multi-Agent Swarm

Sentinel includes a Upsonic-powered multi-agent swarm for coordinated analysis and trading. Three specialized agents work together:

Agent	Role	Capabilities
📊 Analyst	Market Research & Macro	Crypto prices, stock analysis, FRED data, sentiment, news
⚠️ RiskManager	Portfolio Risk & Sizing	Position limits, leverage checks, trade approval/rejection
💰 Trader	Trade Execution	Hyperliquid, Aster DEX, Polymarket order placement

# Install with swarm support
pip install 'hyper-sentinel[swarm]'

  ⚡ You → swarm

  🤖 Initializing Sentinel Swarm...

  🛡️  Sentinel Swarm — ONLINE

    Analyst          ● ONLINE    sentinel.analyst
    RiskManager      ● ONLINE    sentinel.risk
    Trader           ● ONLINE    sentinel.trader

  3 agents · Mode: COORDINATE · 42 tools · anthropic/claude-sonnet-4-20250514

  ⚡ You → analyze BTC macro outlook and assess trade risk

  ╭─────────────────────── 🛡️ Sentinel Swarm ────────────────────╮
  │  [Analyst researches → RiskManager evaluates → coordinated]   │
  ╰──────────────────────────────── 3 agents · coordinate · 14s ──╯

Python API:

from sentinel.swarm import build_swarm, swarm_chat

team, agents = build_swarm(mode="coordinate")
result = swarm_chat(team, "analyze BTC macro outlook and assess trade risk")

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Data Sources

All 12 sources run locally via built-in scrapers. No gateway, no cloud dependency.

Source	Tools	Setup
🪙 CoinGecko	get_crypto_price · get_crypto_top · search_crypto	None — always available
📈 YFinance	get_stock_quote · run_stock_analysis · get_analyst_recs	None — always available
📊 DexScreener	dexscreener_search · dexscreener_trending	None — always available
🏛️ FRED	get_fred_series · search_fred · get_economic_dashboard	add fred
📰 Y2 Intelligence	get_news_sentiment · get_news_recap · get_intelligence_reports	add y2
🔮 Elfa AI	get_trending_tokens · get_top_mentions · search_mentions	add elfa
🐦 X / Twitter	search_x	add x
⚡ Hyperliquid	get_hl_positions · place_hl_order · get_hl_orderbook + 7 more	add hl
🌟 Aster DEX	aster_ticker · aster_positions · aster_balance + 7 more	add aster
🎲 Polymarket	get_polymarket_markets · buy_polymarket + 8 more	add polymarket
💬 Telegram	tg_read_channel · tg_search_messages · tg_list_channels	add telegram
🎮 Discord	discord_read_channel · discord_list_guilds + 4 more	add discord

3 sources work out of the box. The rest activate the moment you add a key — no restart needed.

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Python SDK

from sentinel import SentinelClient

client = SentinelClient()  # keys loaded from ~/.sentinel/config

# Crypto (instant)
btc = client.get_crypto_price("bitcoin")
top = client.get_crypto_top_n(10)

# Equities — deep quant analysis
aapl = client.get_stock_price("AAPL")
analysis = client.run_stock_analysis("TSLA")  # valuation + technicals + risk

# Perpetual futures (Hyperliquid)
positions = client.get_hl_positions()
client.place_hl_order(coin="ETH", side="buy", size=0.5)

# Prediction markets (Polymarket)
markets = client.get_polymarket_markets()

# Macro data (FRED)
gdp = client.get_fred_series("GDP")

# AI chat — uses your LLM
resp = client.chat("What's the best DeFi play right now?")

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Authentication

Add your LLM API key. That's it.

sentinel-chat          # prompts on first run
sentinel-setup         # or run the setup wizard

client = SentinelClient(ai_key="sk-ant-xxx")  # or pass directly

Provider	Prefix	Get a key
Anthropic (Claude)	sk-ant-	console.anthropic.com
OpenAI (GPT)	sk-	platform.openai.com
Google (Gemini)	AIza	aistudio.google.com
xAI (Grok)	xai-	console.x.ai

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Commands

Chat (inside sentinel-chat)

add                  List all data sources you can configure
add hl               Hyperliquid perp futures
add polymarket       Polymarket prediction markets
add aster            Aster DEX futures
add fred             FRED economic data
add x                X / Twitter
add y2               Y2 Intelligence news
add elfa             Elfa AI social intel
add telegram         Telegram channels
add discord          Discord bot
add ai               Switch LLM provider
swarm                Start multi-agent mode (Analyst + Risk + Trader)
swarm status         Show agent roster and status
solo                 Return to single-agent mode
tools                List all 65+ tools
status               Infrastructure dashboard
clear                Reset context
quit                 Exit

Terminal

sentinel-chat                    # Interactive agent
sentinel-setup                   # Onboarding wizard
sentinel ask "price of ETH"      # One-shot query
sentinel status                  # Dashboard
sentinel wallet                  # Manage wallets
sentinel tools                   # List all tools

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Architecture

 sentinel-chat / sentinel ask / SentinelClient
                    │
       ┌────────────┼────────────┐
       │            │            │
   Fast Path    12 Local      Upsonic
   (regex)      Scrapers      Swarm
       │            │            │
    < 1 sec     CoinGecko    3 Agents
    zero LLM    YFinance     Analyst
                DexScreener  RiskManager
                FRED         Trader
                Y2 · Elfa      │
                X · HL       coordinate
                Aster · PM     mode
                TG · Discord

1. Fast Path → regex-matched price/top queries → instant
2. Local Scrapers → all tool calls execute locally via 12 built-in modules
3. Swarm → optional Upsonic multi-agent coordination (install with [swarm])

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Error Handling

from sentinel.exceptions import SentinelError, AuthError, RateLimitError

try:
    client.place_hl_order(coin="ETH", side="buy", size=0.1)
except RateLimitError as e:
    print(f"Rate limited — retry after {e.retry_after}s")
except AuthError:
    print("Invalid credentials")

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Changelog

v0.3.5 — Config Bridge + Bug Fixes

• FIX: Bridge ~/.sentinel/config credentials to env vars for all 14 scraper keys
• FIX: Aster secret and Polymarket funder env var mismatches

v0.3.4 — Multi-Agent Swarm

• ADD: Upsonic multi-agent swarm (Analyst, RiskManager, Trader)
• ADD: swarm, swarm status, solo REPL commands
• ADD: Dashboard shows swarm availability and agent roster
• ADD: SQLite memory persistence for swarm sessions

v0.3.3 — Quant Analysis Engine

• ADD: run_stock_analysis — deep quantitative analysis (valuation, technicals, risk, analyst targets)
• UPGRADE: System prompt with 11-section analysis formatting guide

v0.3.2 — Stabilization

• FIX: Tool-naming mismatches between chat module and scrapers
• ADD: YFinance local-first stock data integration

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Links

• hyper-sentinel.com — Website
• Docs — Full documentation
• API Reference — Every endpoint
• PyPI — Package
• Upsonic — Multi-agent framework

License

AGPL-3.0 — © 2026 Sentinel Labs