Nija

Quick Monitoring Guide - Emergency Filter Relaxation V4

🎯 What to Watch

In the Next 6 Hours (CRITICAL)

Success Indicators ✅

Look for these in the logs:

💡 Signals found: 1-8          (was: 0)
🔇 Smart filter: 5-15          (was: 18-24)
🚫 No entry signal: 2-8        (was: 6-12)
📊 Market filter: 0-5          (normal)

Warning Signs ⚠️

💡 Signals found: 0            → Still blocked, check config
💡 Signals found: >15          → Too aggressive, watch quality
🔇 Smart filter: >20           → Volume filter still too strict

First Trades (Within 24 Hours)

What to Check

1. Entry Score: Should be 50-70/100 average (was 75+)
2. Win Rate: Track after first 5 trades (expect 40-60%)
3. Execution: Check for slippage on low-volume markets
4. P&L: Small losses OK initially, watch for large losses

Red Flags 🚩

• Entry scores consistently < 40/100 → Quality too low
• Slippage > 1% on entries → Volume too low
• Large immediate losses > 2% → Stop loss not working
• Failed orders → Exchange rejecting trades

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📊 Key Metrics to Track

Signal Generation Rate

| Metric | Target | Warning | Critical | |——–|——–|———|———-| | Signals per cycle | 1-8 | 0 or >15 | Still 0 after 6hrs | | Smart filter % | 20-40% | >60% | >80% | | Markets passing | 15-20 | <10 | <5 |

Trade Quality (After 20+ Trades)

| Metric | Good | Acceptable | Poor | |——–|——|————|——| | Win Rate | >55% | 45-55% | <40% | | Avg Win | >+1.5% | +1.0-1.5% | <+1.0% | | Avg Loss | <-1.5% | -1.5 to -2% | >-2% |

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🚨 When to Rollback

Immediate Rollback (Stop Trading)

• Win rate < 35% after 30 trades
• Average loss > -3% per trade
• Critical errors or system failures
• Exchange blocking trades

Partial Rollback (Tighten Filters)

• Win rate 35-40% after 30 trades
• Entry scores consistently < 40/100
• Excessive slippage (>1% average)

Rollback Commands

# In bot/nija_apex_strategy_v71.py, revert to Third Relaxation:
self.min_adx = 8                      # was 6
self.volume_threshold = 0.1           # was 0.05
self.volume_min_threshold = 0.005     # was 0.001
self.min_trend_confirmation = 2       # was 1
self.candle_exclusion_seconds = 1     # was 0

# In bot/nija_apex_strategy_v71.py:
MIN_CONFIDENCE = 0.75                 # was 0.50

# In bot/enhanced_entry_scoring.py:
self.min_score_threshold = 75         # was 50

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📈 Fine-Tuning Based on Results

If: Too Many Low-Quality Signals

Action: Increase MIN_CONFIDENCE to 0.60 (from 0.50)

MIN_CONFIDENCE = 0.60  # Increase quality slightly

If: Still No Signals After 12 Hours

Action: Further reduce volume_min_threshold

self.volume_min_threshold = 0.0005  # Allow ANY volume

If: High Slippage on Entries

Action: Increase volume_min_threshold slightly

self.volume_min_threshold = 0.002  # Require more volume

If: Too Many False Breakouts

Action: Increase min_adx slightly

self.min_adx = 7  # Require slightly stronger trends

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📝 Log Commands for Monitoring

Check Recent Signal Generation

tail -100 /path/to/logs | grep "Signals found"
tail -100 /path/to/logs | grep "Smart filter"
tail -100 /path/to/logs | grep "No entry signal"

Check Recent Trades

tail -100 /path/to/logs | grep "TRADE EXECUTED"
tail -100 /path/to/logs | grep "Entry score"
tail -100 /path/to/logs | grep "Confidence"

Check Win/Loss

tail -500 /path/to/logs | grep "PROFIT\|LOSS"

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⏱️ Timeline Expectations

Hour 1-2

• First signals should appear
• May see 1-3 trades executed
• Entry scores: 50-65/100 typical

Hour 2-6

• 3-8 signals per cycle
• 5-15 trades executed total
• Can start calculating initial win rate

Hour 6-24

• Pattern should stabilize
• 20+ trades for meaningful statistics
• Can assess if filters need adjustment

Day 2-7

• Collect 50+ trades
• Fine-tune based on data
• Optimize for best balance of quantity/quality

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🎯 Success Criteria

Short-Term (24 hours)

✅ Signals generating (>0 per cycle) ✅ Trades executing (>10 in 24hrs) ✅ No critical errors ✅ Balance stable or growing

Medium-Term (1 week)

✅ Win rate >40% ✅ Net P&L positive or break-even ✅ Filter settings stabilized ✅ No further relaxations needed

Long-Term (1 month)

✅ Win rate >50% ✅ Consistent profitability ✅ Balance growing ✅ System operating smoothly

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🔧 Contact/Escalation

If any CRITICAL issues:

1. Stop the bot immediately
2. Review logs for errors
3. Check for system/exchange issues
4. Consider rollback to Third Relaxation
5. Document issue for analysis

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Last Updated: January 29, 2026 Status: DEPLOYED - Active Monitoring Phase Next Review: After 6 hours or 10+ trades