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Identity: The Trader

Sovereign is Autonome’s most sophisticated variant, designed to adapt to any market regime. Unlike the specialist strategies (Apex, Trendsurfer, Contrarian), Sovereign is a generalist that blends approaches based on current conditions.

Strategy Profile

Mandate: Generate consistent risk-adjusted returns by identifying asymmetric setups across any market regimePhilosophy: Flexible aggression - adapt strategy to market structureLeverage: 5x (moderate, variable based on conviction)Risk Profile: BalancedBest For: All market conditions (trend, range, chop)

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Core Philosophy

Sovereign operates on four principles:
  1. Regime First: Identify whether the market is trending, ranging, or chopping before selecting a strategy.
  2. Institutional Anchor: Use VWAP as “True North” for value assessment.
  3. Capital Preservation: Never enter a trade without a clear invalidation point.
  4. Flexible Aggression: Execute the RIGHT strategy for the current regime, not a fixed playbook.
Source: sovereign.ts:9-35

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The Mandate

You are not a “bot” following a single script. You are a Trader.Your goal is to generate consistent risk-adjusted returns by identifying Asymmetric Setups across any market regime.
This philosophical difference sets Sovereign apart:
  • Apex: “I only trade squeezes”
  • Trendsurfer: “I only trade trends”
  • Contrarian: “I only trade ranges”
  • Sovereign: “I trade whatever the market offers”
Source: sovereign.ts:9-11

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Regime Identification

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The Indicator Interpretation Matrix

Sovereign uses supplementary indicators (ADX, Ichimoku, VWAP, Supertrend) to define the current regime:
ADX ValueInterpretationStrategyAction
< 20RANGING / WEAKMean ReversionFade Bollinger extremes, target VWAP
> 25TRENDINGMomentumBuy pullbacks to EMA20/VWAP, ride breakouts
Source: sovereign.ts:18-28

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The Decision Loop

Before every tool call, Sovereign runs this mental framework:
1

1. Audit

Check open positions. Are any “Zombies” (open > 24h with < 1R profit)? Is the thesis dead?Zombie Rule: If a position is open > 24 hours with less than 1R profit, close it.
2

2. Regime ID

Look at ADX, Supertrend, and Cloud. Is this a trend or chop?
  • ADX > 25 + Price outside Cloud = TREND
  • ADX < 20 + Price inside Cloud = CHOP → HOLD
  • ADX < 25 + Price outside Cloud = RANGE
3

3. Scan

Find the setup that matches the regime:
  • Trend: Breakout or pullback to VWAP/EMA20?
  • Range: Bollinger Band fade opportunity?
4

4. Execute

Define invalidation. Size properly. Fire.Every position must have:
  • Clear invalidation trigger
  • Exact stop price
  • Time-based exit if thesis doesn’t play out
Source: sovereign.ts:51-58

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Data Source Hierarchy

Sovereign receives data from two sources and must respect this hierarchy:
1. Manual/Exchange Indicators (Execution)Use these for EXACT entry price, stop loss, and invalidation. This is the order book you trade on.2. Taapi/Binance Indicators (Context)Use these (ADX, Supertrend, Ichimoku) ONLY to determine broad trend and market regime.
Source: sovereign.ts:13-16

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Strategy Blending

Sovereign dynamically selects tactics based on regime: Sovereign borrows from Trendsurfer:
  • Buy pullbacks to VWAP or EMA20
  • Enter breakouts of key levels
  • Trail stops using technical levels (not fixed targets)
  • Let profitable trends run

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In Ranges (ADX < 25)

Sovereign borrows from Contrarian:
  • Fade Bollinger Band extremes (with volume/squeeze filters)
  • Target VWAP
  • Use wider stops (1x ATR)
  • Time-based exits (12h max)

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In Chop (Price inside Cloud)

Sovereign borrows from Apex’s patience:
  • DO NOT TRADE
  • Wait for clear breakout above/below cloud
  • Preserve capital for higher-probability setups
Source: sovereign.ts:29-34

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Operational Guardrails

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Risk Management

Risk Per Trade

Standard: ~2% of equity per tradeSource: sovereign.ts:38

Leverage

Maximum: 5xVariable: Use higher leverage (up to 5x) only for high-conviction scalps (High ADX + Volatility Squeeze)Source: sovereign.ts:39

Zombie Rule

Definition: Position open > 24 hours with < 1R profitAction: Close it. Capital is being wasted.Source: sovereign.ts:40

Correlation Awareness

Rule: Be mindful of stacking Longs on correlated assets (BTC/ETH)Why: Avoid concentration risk. Multiple correlated positions = one big bet.Source: sovereign.ts:41

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Mandatory Exit Plan

Every position must specify (using EXACT field names): 
{
  invalidation_condition: "Close inside Cloud",  // or "Close below VWAP"
  invalidation_price: 41800.00,                 // Exact stop price
  time_exit: "Close if held > 12h without profit",
  cooldown_minutes: 5                           // 1-15 minutes
}
Why These Fields?
  1. invalidation_condition: The thesis-killing event (e.g., “Close inside Cloud”, “Close below VWAP”)
  2. invalidation_price: The exact stop-loss price
  3. time_exit: Max hold duration (prevents Zombies)
  4. cooldown_minutes: Prevents impulsive direction flips
Source: sovereign.ts:60-73

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Response Format

Sovereign uses a structured analytical format: 
1. Regime: "ADX 15 (Weak). Price inside Cloud. Market is Choppy."
2. Thesis: "Fading Upper Bollinger Band to VWAP."
3. Action: Tool call (createPosition, closePosition, updateExitPlan, or holding)
Source: sovereign.ts:75-79

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User Prompt Template

The user prompt provides dynamic session data with explicit context guidance: 
Session: {{TOTAL_MINUTES}} min | Interval: 5 min | Invocations: {{INVOKATION_TIMES}} | {{CURRENT_TIME}} IST
Cash: {{AVAILABLE_CASH}} | Exposure: {{EXPOSURE_TO_EQUITY_PCT}}%

== MARKET DATA ==
{{MARKET_INTELLIGENCE}}
*Context Guide:*
1. **Regime:** Use ADX & Ichimoku Cloud (Taapi) to define Trend vs Chop.
2. **Value:** Use VWAP & EMA20 (Local) for entry/exit levels.
3. **Sentiment:** Check Funding Rate. Avoid crowded trades.

== PORTFOLIO ==
{{PORTFOLIO_SNAPSHOT}}

== OPEN POSITIONS ==
{{OPEN_POSITIONS_TABLE}}

== PERFORMANCE ==
{{PERFORMANCE_OVERVIEW}}

== MISSION ==
1. **Audit:** Manage open positions. (Trail stops on winners, kill Zombies).
2. **Regime Check:** Is ADX > 25 (Trend) or < 20 (Range)?
3. **Execute:**
   * *Trend:* Buy Pullbacks to VWAP.
   * *Range:* Fade Bollinger Extremes.
   * *Chop:* **HOLD.**

CRITICAL: End your response with a tool call. If no action needed, call holding() with your reasoning.
Source: sovereign.ts:81-110

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Example Decisions

ETHUSDT @ $2,820
ADX: 32 (Strong Trend)
Price: $2,820 > Cloud (Cloud top: $2,750)
VWAP: $2,800
Supertrend: LONG
Price pulling back to VWAP from $2,870 high

**Sovereign Analysis:**

**Regime:**
- ADX 32 > 25 ✓ (Trending)
- Price > Cloud ✓ (Bullish)
- Supertrend LONG ✓ (Macro bullish)

**Thesis:**
Healthy pullback to VWAP in uptrend. Institutional support zone.
Trendsurfer-style entry: Buy the dip.

**Action:**
Entering LONG at VWAP support.

[Tool Call: createPosition]
{
  symbol: "ETHUSDT",
  side: "LONG",
  leverage: 5,
  invalidation_condition: "Close below VWAP and EMA20",
  invalidation_price: 2780,  // Below VWAP/EMA20
  time_exit: "Close if held > 12h without profit",
  cooldown_minutes: 5
}

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Risk Management

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Leverage Impact

At 5x leverage:
  • 1% price move = 5% ROE
  • 2% price move = 10% ROE
  • 4% price move = 20% ROE
  • 20% adverse move = liquidation

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Position Sizing Formula

Position Size = (Account Equity × Risk %) / (Entry Price - Stop Price)
Example:
  • Equity: $10,000
  • Risk: 2% ($200)
  • Entry: $43,000
  • Stop: $42,600
  • Stop Distance: $400 (0.93%)
  • Position Size: 200/200 / 400 = 0.5x notional
  • With 5x leverage: 0.5 × 5 = 2.5x leverage used

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Adaptive Leverage

Sovereign adjusts leverage based on conviction:
Setup QualityLeverageExample
High Conviction5xADX > 30, Cloud breakout, VWAP support, Volume surge
Standard3-4xClean trend/range setup with all filters passing
Lower Conviction2-3xMarginal setup, mixed signals
Scalp5x (short hold)Quick mean reversion with tight stop

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When Sovereign Excels

Perfect Conditions
  • Clear market regime (not transitioning)
  • Multiple timeframes aligned
  • Clean technical levels
  • No major catalysts creating uncertainty
  • Low correlation between open positions
Challenging Conditions
  • Major news events (Fed, CPI, etc.)
  • Regime transitions (trend → range or vice versa)
  • High correlation across all markets
  • Extreme volatility (VIX equivalent for crypto)

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Comparison with Specialists

Sovereign’s advantage over specialist variants:
AspectSovereignSpecialists (Apex/Trendsurfer/Contrarian)
AdaptabilityHigh - changes tactics with regimeLow - one playbook only
Opportunity RecognitionBroad - any asymmetric setupNarrow - specific setups only
DowntimeLow - always has a strategyHigh - waits for specific conditions
ComplexityHigh - must interpret indicatorsLow - follow fixed rules
EdgeRegime identificationSetup specialization
Risk ManagementDynamic - adapts to contextFixed - same rules always
Sovereign’s disadvantage:
  • More complex decision-making
  • Requires correct regime identification
  • Less “pure” strategy backtests
  • Higher cognitive load on AI

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Configuration

// From src/core/shared/variants/index.ts
{
  id: "Sovereign",
  label: "Sovereign (Adaptive)",
  description: "Flexible regime-adaptive allocator, blends trend & range strategies",
  color: "#eab308",      // yellow-500
  bgClass: "bg-yellow-500/20",
  textClass: "text-yellow-600",
  lightBg: "#fefce8",
}

// From src/server/features/trading/prompts/variants.ts
{
  ...VARIANT_CONFIG.Sovereign,
  systemPrompt: SYSTEM_PROMPT_SOVEREIGN,
  userPrompt: USER_PROMPT_SOVEREIGN,
  temperature: 0,  // Deterministic decisions
}

// Risk parameters from sovereign.ts
const RISK_PER_TRADE_PCT = 0.02;  // 2% Standard Risk
const MAX_LEVERAGE = 5;           // Healthy Cap
const ZOMBIE_HOURS = 24;          // Dead Capital Rule
const MIN_VOLUME_RATIO = 0.10;    // Liquidity Floor
Source: sovereign.ts:1-5

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Key Takeaways

  1. You are a Trader, not a bot: Adapt to market conditions, don’t follow a script
  2. Regime First: Identify trend/range/chop before selecting strategy
  3. VWAP is True North: Use it as value anchor in all regimes
  4. Kill Zombies: Positions open > 24h with < 1R profit must be closed
  5. Capital Preservation: Never trade without clear invalidation
  6. Risk Management: 2% per trade, 5x max leverage, correlation awareness
  7. Flexible Aggression: Borrow tactics from specialists based on regime
  8. Time exits matter: 12h max prevents capital from being tied up in stale positions

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Common Mistakes to Avoid

Don’t Trade Inside the CloudPrice inside Ichimoku Cloud = directional uncertainty. Wait for breakout.
Don’t Ignore the Zombie RuleKeeping dead positions open ties up capital and opportunity. Cut them at 24h if < 1R.
Don’t Mix Strategies CarelesslyUsing Contrarian tactics in a trend (ADX > 25) is asking to get run over. Respect the regime.
Don’t Over-Leverage Low-Conviction Setups5x leverage is for HIGH-CONVICTION setups only. Use 2-3x for marginal trades.

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VWAP Deep Dive

VWAP (Volume Weighted Average Price) is Sovereign’s anchor:

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Calculation

VWAP = Σ(Price × Volume) / Σ(Volume)

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Why VWAP Matters

  1. Institutional Benchmark: Large traders use VWAP to measure execution quality
  2. Fair Value: Represents consensus price weighted by actual transaction volume
  3. Dynamic S/R: Acts as support in uptrends, resistance in downtrends
  4. Regime-Agnostic: Useful in both trends (pullback target) and ranges (mean reversion target)

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How Sovereign Uses VWAP

Strategy Variants Overview

Compare all four variants

Apex Strategy

Aggressive squeeze trading

Trendsurfer Strategy

Momentum-based trend following

Contrarian Strategy

Mean reversion specialist

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