TrenchM8's AI Coach is only as powerful as the data you feed it. This guide explains how to structure your trade logs and use our tagging system to unlock personalized insights that will transform your trading.
The TrenchM8 Data Model
Every trade you log captures multiple dimensions:
Core Trade Data
- Entry/exit prices, P&L, position size
- Asset, direction, leverage
- Timestamps for timing analysis
Context Tags
- Setup type, market conditions, thesis
- Emotional state, execution quality
- Confluence factors, mistakes
Rich Content
- Screenshots of charts
- Written notes and analysis
- Post-trade reflections
Tagging Best Practices
Setup Tags
Create consistent labels for your recurring setups:
Examples:breakout- Price breaks key level with volumepullback-entry- Entry on retest of broken levelrange-fade- Fading the range extremestrend-continuation- Entering with the trendreversal- Counter-trend entries at exhaustionnews-catalyst- Trading around events
Confluence Tags
Track what factors aligned (or didn't):
Examples:htf-aligned- Higher timeframe agrees with entryvolume-confirm- Strong volume on moveorderflow-support- CVD, delta confirm directionkey-level- Entry at significant S/Rindicator-divergence- RSI/MACD divergence present
Emotional Tags
Be honest—this is where most insights come from:
Examples:fomo- Chased entry, not plannedrevenge- Entered to recover lossestilt- Emotional state compromisedpatient- Waited for ideal entryconfident- High conviction, clear thesisoverconfident- Sized too big, ignored risk
Execution Tags
Rate how well you followed your plan:
Examples:planned-entry- Exactly as intendedearly-entry- Jumped the gunlate-entry- Missed ideal pricemoved-stop- Widened stop (usually bad)target-hit- Exited at planned levelearly-exit- Cut winner shortheld-too-long- Didn't take profits
Market Condition Tags
Context matters for pattern recognition:
Examples:trending- Clear directional marketranging- Choppy, no clear directionhigh-volatility- Large moves, wide rangeslow-volatility- Tight ranges, small movesbtc-leading- BTC driving marketalt-season- Rotation into alts
Writing Effective Notes
The AI reads your notes. Make them count.
Pre-Trade Notes (Thesis)
Answer these questions:
- What is the setup? (e.g., "BTC breakout retest of $40k")
- Why now? (e.g., "Volume spike, higher timeframe support")
- Invalidation? (e.g., "Below $39.5k, thesis is dead")
- Target? (e.g., "Looking for $44k resistance test")
Post-Trade Notes
Capture the full picture:
- What happened vs. what you expected?
- What did you do well?
- What would you do differently?
- Any pattern violations?
- Emotional observations
Example Note Templates
Pre-Trade:"Entering long BTC at $42,100 on the 4H bullish engulfing after support retest. HTF shows uptrend continuation pattern. Stop below $41,400 (1.7%). Target 1 at $44k (2R), Target 2 at $46k (4R). Sized at 1% portfolio risk. Feeling patient—this setup has worked 70% in my backtests."Post-Trade:
"Trade hit Target 1, moved stop to breakeven, then stopped out at BE when price reversed. Made $400 (1.5R). Execution was good—waited for candle close before entry. Could have exited more at T1. Note: These 4H engulfings tend to run further in trending conditions, but this was more ranging. Tag for review: ranging vs trending performance."
Leveraging AI Coach
Daily Check-In
After logging trades, ask the AI:
- "What patterns do you see in today's trades?"
- "Am I following my rules?"
- "What's my emotional state trending?"
Weekly Deep Dive
During weekly review:
- "Which setups performed best this week?"
- "Which tags correlate with my losers?"
- "Am I trading the right sessions?"
Monthly Strategy Review
For strategic improvements:
- "What's my best performing setup over 50 trades?"
- "When am I most likely to FOMO?"
- "What market conditions suit my style?"
Building Your Tag System
Starter Tag Set
Copy this structure to begin:
Setup:breakout, pullback, range, reversal, scalp, swing
Emotion: calm, patient, fomo, revenge, tilt, overconfident
Execution: planned, early, late, perfect, sloppy
Market: trending, ranging, volatile, quiet
Confluence: htf-aligned, volume, key-level, no-confluence
Evolving Your System
After 50+ trades:
- Review which tags you use most
- Split frequently used tags into sub-categories
- Remove tags you never use
- Add new tags for recurring patterns you notice
Consistency Is Key
- Use the same tag for the same concept every time
- Review your tag list monthly
- Don't overthink—simple systems work best
Making It Stick
Log Immediately
Don't wait—log trades within minutes of closing. Memory fades fast.
Use Templates
Create saved templates in TrenchM8 for common scenarios. Speed up logging.
Screenshot Everything
Charts tell the story words can't. Always attach entry and exit screenshots.
Review Regularly
A journal you don't read is worthless. Schedule weekly reviews.
Trust the AI
After 30+ trades, the AI starts recognizing patterns. Ask it questions. Let it guide your focus.
The Feedback Loop
- Trade → Execute your setup
- Log → Capture everything immediately
- Tag → Apply consistent labels
- Reflect → Write honest notes
- Review → Analyze weekly with AI
- Adjust → Update your approach
- Repeat → Improved execution
The traders who win long-term are the ones who learn from every trade, good or bad. TrenchM8 gives you the tools—your job is to use them consistently.
Start logging. Start tagging. Start improving.