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mkalhitti-cloud

opus-critical

by mkalhitti-cloud

NinjaTrader 8 automated trading system for MES/MGC

0🍴 0📅 Jan 25, 2026

SKILL.md


name: opus-critical description: Defines when to use Opus vs Opus Thinking vs Sonnet for NinjaTrader strategy development. Auto-spawns Opus for critical trading logic and standard code work. Reserves Opus Thinking for mission-critical live trading issues.

Opus Critical Sub-Agent

Purpose

Ensure critical trading code gets Opus-level analysis while using cost-effective models for routine work.

Universal Path: ${PROJECT_ROOT} Executors: ${BRAIN} (Reasoning), ${HANDS} (Gemini Flash via delegation_bridge)

Model Selection Rules

🟢 Haiku (Cheapest, Fastest)

Auto-spawn Haiku for:

  • File operations (copy, move, list)
  • Version loading/switching
  • Changelog updates
  • Documentation formatting
  • Simple property default changes (literals only)

Examples:

// Haiku can change these:
public double RiskPerTrade { get; set; } = 200;  // → 150
public int ORTimeframe { get; set; } = 15;  // → 10
public bool ShowORLabel { get; set; } = true;  // → false

Cost: ~$0.25/M input tokens


🔵 Sonnet (Medium Cost, General Purpose)

Sonnet handles (when Opus is not spawned):

  • Coordination and task delegation
  • Deciding which sub-agent to use
  • Communicating results to user
  • Planning multi-step workflows

Cost: ~$3/M input tokens


🟡 Opus (Expensive, Smart)

Auto-spawn Opus for:

1. Standard Code Work

  • Adding new features
  • Refactoring existing code
  • Bug fixes (non-critical)
  • UI changes (buttons, layouts, colors)
  • Adding validation checks
  • Performance optimizations
  • Code cleanup and organization

2. Trading Logic (Critical)

  • Order submission (ExecuteLong, ExecuteShort, SubmitOrder)
  • Stop validation (SubmitValidatedStop, ValidateStopPrice)
  • Position sizing calculations
  • Risk management formulas
  • Trailing stop logic (ManageTrailingStops)
  • Target management (T1, T2, T3, Runner)
  • Breakeven calculations
  • Copy trading signal broadcasting

3. Architecture & Design

  • Designing new subsystems
  • Multi-account scaling architecture
  • State management refactoring
  • Performance optimization strategies
  • Integration patterns

Cost: ~$15/M input tokens


🔴 Opus Thinking (Most Expensive, Deepest Analysis)

IMPORTANT: Thinking mode CANNOT be auto-spawned. User must manually switch.

Manual activation only:

claude --model opus --thinking

Use Opus Thinking ONLY for:

Mission-Critical Issues

  1. Live Trading Bugs

    • Orders rejected in production
    • Stops failing on Rithmic
    • Position tracking errors with real money
    • Copy trading signal failures
    • Any bug that causes financial loss
  2. Multi-Step Debugging

    • Complex state corruption
    • Race conditions in order management
    • Memory leaks affecting live sessions
    • Intermittent failures that are hard to reproduce
  3. Critical Architecture Decisions

    • Changing order management paradigm
    • Redesigning position tracking architecture
    • Major refactoring of risk calculations
    • Decisions with 6+ month impact
  4. Production Incidents

    • Emergency fixes for live funded accounts
    • Stop-at-market rejections during trading
    • Unexpected flattening or position mismatches
    • Data feed issues affecting order placement

When to Use Thinking Mode:

  • Lives Traded: Issue occurred in live funded account
  • Money at Risk: Bug could cause financial loss
  • Complex Root Cause: Multiple systems interacting
  • High Stakes: Wrong fix makes it worse
  • Need Reasoning: Want to see Opus's thought process

Cost: ~$15/M input + extra reasoning tokens

How Sonnet Handles This: When Sonnet detects a mission-critical issue, it will recommend you switch to Thinking mode but cannot activate it automatically. You maintain control over when to use this expensive mode.


Decision Tree

User Request
    │
    ├─ File operation / version loading?
    │   └─ YES → Haiku
    │
    ├─ Simple property default change (literal)?
    │   └─ YES → Haiku
    │
    ├─ Standard code work (feature, UI, refactor)?
    │   └─ YES → Opus
    │
    ├─ Trading logic change?
    │   └─ YES → Opus
    │
    ├─ Live trading bug / emergency?
    │   └─ YES → Opus Thinking (manual switch)
    │
    └─ Complex multi-step debugging?
        └─ YES → Opus Thinking (manual switch)

Automatic vs Manual Invocation

Automatic Opus Spawning (Regular Opus 4.5)

Sonnet auto-spawns regular Opus 4.5 when task involves:

  • Methods: ExecuteLong, ExecuteShort, SubmitOrder, SubmitStopOrder
  • Methods: ManageTrailingStops, UpdateStopOrder, CalculatePositionSize
  • Methods: OnOrderUpdate, OnPositionUpdate, OnExecutionUpdate
  • Properties: Risk calculations, stop distances, position sizing
  • Features: New buttons, dropdowns, UI layouts, validation

Sub-agent configuration:

Task(
  subagent_type: "general-purpose",
  model: "opus",  // Regular Opus 4.5 (NOT Thinking)
  prompt: "[Task description]",
  description: "[Short summary]"
)

Example:

User: "Add a new breakeven button to the UI"

Sonnet: "This is standard code work. Spawning Opus sub-agent..."
[Spawns regular Opus 4.5 sub-agent]
Opus: [Returns complete implementation]
Sonnet: "Opus implemented the breakeven button. Ready to test."

Manual Opus Thinking (User Switches)

User manually switches to Opus Thinking for:

  • Live trading emergencies
  • Complex debugging sessions
  • Critical architecture decisions

IMPORTANT: Thinking mode cannot be activated via sub-agents. User must switch manually.

How to activate:

# User runs in terminal:
claude --model opus --thinking

Example:

User: "Stops are getting rejected on Rithmic in live trading.
       Orders failing at market open. Lost $200 this morning."

Sonnet: "⚠️ CRITICAL: Live trading emergency detected.

         I recommend switching to Opus Thinking mode for deep analysis:

         Run: claude --model opus --thinking

         This will show Opus's reasoning process and ensure thorough
         analysis. Should I proceed with regular Opus or do you want
         to switch to Thinking mode?"

→ User switches to Opus Thinking manually
→ Opus analyzes with extended reasoning
→ Shows thought process in <thinking> blocks
→ Provides thorough root cause analysis
→ Suggests tested fix with edge cases covered

Critical Code Areas (Opus Territory)

Order Management

// Any changes to these methods = Opus
ExecuteLong()
ExecuteShort()
SubmitOrder()
SubmitStopOrder()
SubmitValidatedStop()
CancelOrder()
FlattenAll()
FlattenPositionByName()

Stop Management

// Any changes to these = Opus
ManageTrailingStops()
UpdateStopOrder()
ValidateStopPrice()
CalculateStopDistance()

Position Tracking

// Any changes to these = Opus
OnOrderUpdate()
OnPositionUpdate()
OnExecutionUpdate()
CleanupPosition()
TrackPosition()

Risk Calculations

// Any changes to these = Opus
CalculatePositionSize()
CalculateDollarRisk()
CalculateStopDistance()
ValidatePositionSize()

Copy Trading

// Any changes to these = Opus
BroadcastEntrySignal()
BroadcastFlattenSignal()
BroadcastBreakevenSignal()
OnTradeSignalReceived()

Standard Code Work (Opus Territory)

UI Changes

// Opus handles these:
- Adding new buttons
- Changing layouts (vertical → horizontal)
- Creating dropdown menus
- Resizing panels
- Adding tooltips
- Changing colors/fonts

Feature Implementation

// Opus handles these:
- New entry methods (RMA, TREND)
- New target management (T4, T5)
- Hotkey additions
- Display enhancements
- Property additions

Refactoring

// Opus handles these:
- Code organization
- Method extraction
- Removing duplicated code
- Improving readability

Safe for Haiku (Simple Changes)

Property Defaults

// Haiku can change these literals:
public double RiskPerTrade { get; set; } = 200;  // Change value
public int ORTimeframe { get; set; } = 15;  // Change value
public bool EnableCopyTrading { get; set; } = false;  // Toggle
public string SignalPrefix { get; set; } = "OR";  // Change string

// Haiku can change display properties:
[Display(Name = "Risk Per Trade", Order = 1)]
// Change Name or Order values

NOT Safe for Haiku

// These require Opus (involve logic):
public double StopDistance { get; set; } = CalculateStopDistance();
private double CalculatePositionSize() { return RiskPerTrade / StopDistance; }

Communication Protocol

When Sonnet Spawns Opus

Sonnet says:

"This involves [trading logic / standard code work]. Spawning Opus sub-agent to ensure quality..."

[Opus works]

"Opus completed the [feature/fix]. Here's what changed:
- [List changes]
Ready to test in NinjaTrader."

When User Should Switch to Opus Thinking

Sonnet says:

"⚠️ CRITICAL ISSUE: This is a live trading bug affecting your funded account.

I recommend switching to Opus Thinking mode for deep analysis:

Run: claude --model opus --thinking

This will:
- Show extended reasoning process
- Analyze all edge cases
- Provide thorough root cause analysis
- Ensure the fix won't introduce new issues

Should I proceed with regular Opus, or do you want to switch to Thinking mode?"

Cost Comparison

Typical Session (1 hour coding)

ScenarioCost
All Haiku (routine tasks only)~$0.10
Sonnet + Haiku sub-agents~$0.35
Sonnet + Opus sub-agent (1 feature)~$1.20
Sonnet + Opus sub-agents (3 features)~$2.50
All Opus~$5.00
Opus Thinking (emergency debug)~$8.00

Optimal Balance:

  • Haiku: Routine file/doc operations
  • Sonnet: Coordination and simple tasks
  • Opus: Standard code work + critical trading logic
  • Opus Thinking: Live trading emergencies only

Savings: ~50-70% vs using Opus for everything


Example Workflows

Workflow 1: Add New UI Button (Standard Code Work)

User: "Add a 'Close T1 Now' button"

Sonnet: "This is standard code work. Spawning Opus..."
Opus: [Designs button, adds to UI, implements handler]
Sonnet: "Done. Button added to target row. Test in NinjaTrader."

Cost: ~$1.20 (Opus sub-agent)

Workflow 2: Change Default Risk (Simple)

User: "Change default risk from $200 to $150"

Sonnet: "Simple property change. Spawning Haiku..."
Haiku: [Changes literal value, saves file]
Sonnet: "Done. RiskPerTrade default now $150."

Cost: ~$0.03 (Haiku sub-agent)

Workflow 3: Fix Stop Rejection (Critical Trading Logic)

User: "Stops getting rejected on Rithmic"

Sonnet: "This is critical trading logic. Spawning Opus..."
Opus: [Analyzes SubmitValidatedStop, finds buffer issue, fixes]
Sonnet: "Opus found the issue - 4-tick buffer wasn't accounting for
        Rithmic's specific rules. Fixed and ready to test."

Cost: ~$1.50 (Opus sub-agent)

Workflow 4: Emergency Live Bug (Use Thinking)

User: "Live account - orders failing, down $200 this morning"

Sonnet: "⚠️ CRITICAL: This is a live trading emergency.

        Recommendation: Switch to Opus Thinking mode for deep analysis.

        Run: claude --model opus --thinking

        Should I proceed with regular Opus or do you want Thinking mode?"

User: [Switches to Opus Thinking]

Opus Thinking: <thinking>
Let me analyze the order submission flow...
[Extended reasoning about state management, timing, Rithmic quirks]
</thinking>

The issue is a race condition between order submission and position
tracking. Here's the fix with full edge case analysis...

Cost: ~$8.00 (Opus Thinking for thorough analysis)

Integration with Other Skills

Works With:

  • version-safety: Opus creates new versioned files
  • file-manager: Haiku deploys Opus-created code
  • docs-manager: Haiku updates changelog after Opus changes
  • code-formatter: Haiku cleans up Opus-created code

Workflow:

  1. Sonnet receives request
  2. Sonnet decides: Haiku, Opus, or escalate to Opus Thinking
  3. Sub-agent does the work
  4. Sonnet reports results to user
  5. User tests in NinjaTrader

Summary: When to Use What

TaskModelWhy
File operationsHaikuSimple, fast, cheap
Property defaults (literals)HaikuSafe, no logic
Standard code workOpusQuality matters, affordable
Trading logicOpusCan't mess this up
Live trading bugOpus ThinkingMoney on the line
Emergency debuggingOpus ThinkingNeed deep analysis

Key Principle: Use the cheapest model that ensures quality and safety.

Score

Total Score

50/100

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