feat: implement Professor AI recommendations v0.2.2 (5 critical fixes)
Exit Strategy v6.6 "Professor AI Validated" - All recommendations implemented FIX #1: Remove Misleading Debug Code - Removed manual trajectory calculation (line 1262-1269) - Trajectory predictor was CORRECT, debug comparison was WRONG - Cleaned up false "bug found" warnings FIX #2: Peak Detection Logic (CHECK 0A.4) - Detects approaching peak (vel > 0, accel < 0) - Holds position if peak within 30s and 15%+ profit ahead - Suppresses fuzzy exits during peak approach - Target: Peak capture 38% -> 70%+ - Added peak_hold_active field to PositionGuard FIX #3: London False Breakout Filter - London session + ATR ratio < 1.2 = whipsaw risk - Requires ML confidence 70% (instead of 60%) - Prevents false breakouts during low volatility - Implemented in main_live.py before signal logic FIX #4: Enhanced Kelly Partial Exit Strategy - Active for all profits >= tp_min * 0.5 (not just >$8) - Recommends partial exits for better peak capture - Full exit when Kelly suggests >70% close - Note: Actual partial close needs MT5 volume parameter (TODO) FIX #5: Unicode Encoding Fixes - Added UTF-8 encoding to file logger - Replaced all emoji (⚠️ -> [WARNING]) and arrows (-> -> ->) - No more UnicodeEncodeError on Windows console - Fixed in 11 src/*.py files Expected Performance: - Peak Capture: 38% -> 70%+ (+84%) - Avg Profit: $2.00 -> $4.50 (+125%) - Risk/Reward: 0.49 -> 1.2+ (+145%) - Win Rate: Maintain 76% Files Modified: - src/smart_risk_manager.py (peak detection, Kelly, unicode) - src/trajectory_predictor.py (unicode arrows) - main_live.py (London filter, UTF-8 encoding) - src/*.py (unicode cleanup: 11 files) - VERSION (0.2.1 -> 0.2.2) - CHANGELOG.md (comprehensive v0.2.2 docs) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
This commit is contained in:
GifariKemal
co-authored by
Claude Sonnet 4.5
Claude Sonnet 4.5
parent
f36123ccaf
commit
0f9548e5fb
+458
-5
@@ -7,11 +7,464 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
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## [Unreleased]
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### Added
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- Professional versioning system with semantic versioning (MAJOR.MINOR.PATCH)
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- Automated version detection based on enabled features
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- Centralized version management via `src/version.py`
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- Comprehensive changelog following Keep a Changelog format
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---
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## [0.2.2] - 2026-02-11
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### Fixed (Professor AI Optimizations - 5 Critical Fixes)
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**Exit Strategy v6.6 "Professor AI Validated"** - Implementing all Professor AI recommendations
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#### Trade Analysis Summary
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- **Trade #162091505:** +$0.27 profit, but only **38% peak capture** ($0.71 peak)
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- **Win Rate:** 76% (excellent) but **Avg Loss 2x Avg Win** (poor risk/reward)
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- **Risk/Reward:** 0.49 (below 1.0, target >1.5)
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- **Problem:** Exit too aggressive, loses 62% of peak profit
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#### Professor AI Diagnosis
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1. ❌ **Trajectory predictor bug:** Manual calculation over-predicts 17-61x (misleading debug output)
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2. ❌ **Poor peak capture:** 38% vs target 70%+ (early exit on deceleration)
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3. ❌ **False breakout risk:** London + low ATR = potential whipsaw (no filter)
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4. ⚠️ **Partial exit missing:** No 50% profit taking at tp_target (all-or-nothing)
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5. ❌ **Unicode errors:** Emoji/arrows break Windows console logging
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#### Solutions Implemented
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**FIX #1: Remove Misleading Debug Code** 🔧
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```python
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# REMOVED dead code:
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manual_1m = current_profit + _vel * 60 + 0.5 * _accel * 60**2
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# ^ This was NOT dampened, always showed 17-61x "error"
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# Trajectory predictor is CORRECT, debug was wrong!
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```
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- **Impact:** Clean logs, no more false bug warnings
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- **Files:** `src/smart_risk_manager.py` line 1262-1269 removed
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**FIX #2: Peak Detection Logic (CHECK 0A.4)** 🎯
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```python
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# NEW CHECK: Hold when approaching peak
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if profit >= tp_min and vel > 0.02 and accel < -0.001:
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time_to_peak = -vel / accel # When velocity reaches 0
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if 0 < time_to_peak <= 30: # Peak within 30 seconds
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peak_estimate = profit + vel*t + 0.5*accel*t²
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if peak_estimate > profit * 1.15: # 15% more profit ahead
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HOLD() # Suppress fuzzy exit
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```
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- **Impact:** Prevents early exit when profit still rising but decelerating
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- **Example:** Profit $0.50, vel=+0.05, accel=-0.002 → peak in 25s at $1.15 → HOLD
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- **Expected:** Peak capture 38% → 70%+
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- **Files:** `src/smart_risk_manager.py` CHECK 0A.4 (line 1550+)
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**FIX #3: London False Breakout Filter** ⚠️
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```python
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# NEW: Filter whipsaws in London + low volatility
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if session == "London" and atr_ratio < 1.2:
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# London + quiet = whipsaw risk
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if ml_confidence < 0.70: # Require HIGHER confidence (60% -> 70%)
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SKIP_ENTRY()
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```
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- **Impact:** Reduces false breakouts during London low-vol periods
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- **Trade #162091505:** Started at 16:54 London session, atr_ratio likely <1.2
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- **Expected:** Win rate 76% maintained, fewer whipsaw losses
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- **Files:** `main_live.py` line 1907+ (before signal logic)
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**FIX #4: Enhanced Kelly Partial Exit Strategy** 💰
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```python
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# BEFORE: Kelly only for large profits (>$8) with fuzzy >80%
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if profit >= 8.0 and exit_confidence > 0.80:
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kelly_full_exit()
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# AFTER: Kelly active for ALL profits >= tp_min * 0.5
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if profit >= tp_min * 0.5: # Earlier activation
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kelly_fraction = calculate_optimal_fraction()
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if 0.3 <= kelly_fraction < 1.0:
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LOG("[KELLY PARTIAL] Recommend close {frac}%")
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# TODO: Implement mt5.close_position(ticket, volume=lot*frac)
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elif kelly_fraction >= 0.70:
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FULL_EXIT()
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```
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- **Impact:** Recommends partial exits (50% at tp_target * 0.5) for peak capture
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- **Note:** Actual partial close implementation requires MT5 volume parameter
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- **Expected:** Risk/Reward 0.49 → 1.2+ (avg profit/trade $2.00 → $4.50)
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- **Files:** `src/smart_risk_manager.py` line 1426-1444
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**FIX #5: Unicode Encoding Errors** 🔧
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```python
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# BEFORE:
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logger.add("logs/bot.log", ...) # No encoding (Windows cp1252 breaks on emoji)
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# AFTER:
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logger.add("logs/bot.log", encoding="utf-8", ...) # UTF-8 for emoji support
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# ALSO: Replace all emoji/arrows with ASCII
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"→" -> "->"
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"⚠️" -> "[WARNING]"
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"⏳" -> "[removed]"
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```
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- **Impact:** No more `UnicodeEncodeError: 'charmap' codec` errors
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- **Files:** `main_live.py` (logger setup), `src/*.py` (emoji/arrow replacement)
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#### Expected Performance Improvement
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| Metric | Before (v0.2.1) | Target (v0.2.2) | Improvement |
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|--------|-----------------|-----------------|-------------|
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| **Peak Capture** | 38% | 70%+ | +84% |
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| **Avg Profit/Trade** | $2.00 | $4.50 | +125% |
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| **Risk/Reward** | 0.49 | 1.2+ | +145% |
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| **Win Rate** | 76% | 76% (maintain) | 0% |
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| **Avg Loss** | -$4.10 | -$3.00 | -27% |
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#### Trade Retrospective (v0.2.2)
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Will validate after 5-10 trades:
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- Peak capture improvement from better deceleration handling
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- Reduced whipsaw losses from London filter
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- Better profit/loss ratio from partial exits
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---
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## [0.2.1] - 2026-02-11
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### Fixed (Fast Exit Optimization - Peak Capture Improvement)
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**Exit Strategy v6.5.1 "Faster Crash Exits"** - Addressing 35% peak capture issue from Trade #162076645
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#### Problem Identified (Trade #162076645)
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- Trade peaked at **$1.10** but closed at **$0.39** (only **35% peak capture**)
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- Crash detected at 16:45:25 (predicted -$25.56) but exit **delayed 23 seconds**
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- Velocity crashed from +0.2481 → -0.0299 $/s in 5 seconds (extreme flip!)
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- Lost **$0.69** (64% of peak) waiting for fuzzy threshold
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- **Root Cause:** Dampening made crash warnings "less urgent" + fuzzy threshold too high
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#### Solutions Implemented
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**FIX 1: Dynamic Fuzzy Threshold on Crash** 🎯
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```python
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# BEFORE v0.2.0:
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if profit < 3.0:
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threshold = 0.75 # Fixed, even during crashes
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# AFTER v0.2.1:
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if trajectory_pred < 0: # Crash predicted
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threshold = threshold - 0.10 # Lower by 10%
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# $1.08 crash → 75% - 10% = 65% → exit faster!
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```
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- **Impact:** Exits 10-20 seconds faster when crash detected
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- **Trade #162076645:** Would exit at $1.08 (65% threshold) instead of waiting for $0.39 (76%)
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- **Expected:** Peak capture 35% → 70%+
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**FIX 2: Asymmetric Dampening** ⚖️
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```python
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# BEFORE v0.2.0:
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growth_damped = growth * 0.30 # Dampen ALL (positive & negative)
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# Problem: Crash -$87 → Damped -$26 (less urgent!)
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# AFTER v0.2.1:
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if growth > 0:
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growth_damped = growth * 0.30 # Dampen optimism
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else:
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growth_damped = growth * 1.00 # DON'T dampen crashes!
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# Solution: Crash -$87 → RAW -$87 (urgent!)
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```
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- **Impact:** Crash predictions stay URGENT (not dampened)
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- **Positive predictions:** Still dampened to prevent over-optimism
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- **Trade #162076645:** Crash -$87.72 RAW (not -$25.56) → immediate panic exit!
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**FIX 3: Velocity Crash Override** 🚨
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```python
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# NEW CHECK 0A.3: Emergency exit on extreme velocity flips
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if velocity < -0.05 and prev_velocity > 0.10:
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if velocity_drop > 0.15: # Extreme crash
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return INSTANT_EXIT # Bypass fuzzy threshold!
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```
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- **Impact:** Instant exit on extreme momentum crashes (no delay!)
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- **Trade #162076645:** vel +0.2481 → -0.0299 (drop 0.2780 > 0.15) → instant exit at $1.08!
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- **Bypasses:** Fuzzy logic, trajectory override, all delays
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### Changed
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- Version bumped from 0.2.0 → 0.2.1 (PATCH - bug fix)
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- Exit strategy upgraded from v6.5 → v6.5.1
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- trajectory_predictor.py: Asymmetric dampening (only positive growth)
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- smart_risk_manager.py: Crash threshold adjustment + velocity override
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### Expected Impact
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- **Peak Capture:** 35% → 70-80% ⬆️ (2x improvement!)
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- **Exit Delay:** 23s → 5-10s ⬇️ (70% faster on crashes)
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- **Profit Retention:** +$0.50-0.70 per crash trade ⬆️
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- **False Exits:** No increase (only faster on REAL crashes)
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### Trade #162076645 - Retrospective
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**Actual Performance:**
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- Duration: 46 seconds (very fast!)
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- Peak: $1.10, Close: $0.39
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- Peak Capture: 35% (POOR)
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- Exit Reason: Fuzzy 76.66% (CORRECT but LATE)
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**With v0.2.1 (Simulated):**
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- Exit would trigger at $1.08 (16:45:25)
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- FIX 1: Threshold lowered 75% → 65% ✅
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- FIX 2: Crash -$87.72 RAW (not damped) ✅
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- FIX 3: Velocity crash override (+0.24 → -0.03) ✅
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- **Expected Close:** $1.08 (98% peak capture!)
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- **Improvement:** +$0.69 (+177% better!)
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### Note
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- This is a **PATCH version** (bug fix, backward compatible)
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- All 3 fixes work together synergistically
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- No changes to core prediction formula (still mathematically correct)
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- Only exit TIMING optimized (faster on crashes, same on normal exits)
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---
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## [0.2.0] - 2026-02-11
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### Added (Regime-Based Dampening for Trajectory Predictions)
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**Exit Strategy v6.5 "Realistic Predictions"** - Validated dampening from 33 minutes live monitoring
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#### Investigation Results (v0.1.4 Debug)
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- ✅ **Formula VERIFIED CORRECT** - All predictions matched manual calculations (diff=$0.00)
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- ❌ **Model TOO OPTIMISTIC** - Parabolic assumption ignores market friction/decay
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- 📊 **Data from 2 trades:**
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- Trade #161778984: Over-prediction 2.3x-17.2x (avg 7.5x) → closed +$4.15 ✅
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- Position #161850770: Predicted profit $6-38 from loss -$7 to -$10 ❌
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#### Root Cause Analysis
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**NOT a bug, but MODEL LIMITATION:**
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1. Parabolic formula assumes acceleration continues indefinitely ❌
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2. Real market has friction (resistance at levels, momentum fade) ✅
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3. Predictions accurate for INPUT values, but inputs too volatile ✅
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#### Solution: Regime-Based Dampening
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**Implementation v0.2.0:**
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- Added dampening factors to trajectory_predictor.py
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- Only dampen GROWTH component (velocity + acceleration), NOT base profit
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- Regime-specific factors validated from live data:
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```python
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dampening_factors = {
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"ranging": 0.20, # 80% reduction (most conservative)
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"volatile": 0.30, # 70% reduction (validated)
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"trending": 0.50 # 50% reduction (momentum continues)
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}
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```
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**Validation from Live Trades:**
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- Trade #161778984 with 0.30x dampening:
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- Raw $71.42 → Damped $21.43 (actual: $4.15) - still 5x over but acceptable ✅
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- Raw $12.23 → Damped $3.67 (actual: $4.15) - VERY CLOSE! ✅✅✅
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- Raw $9.74 → Damped $2.92 (conservative, safe) ✅
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- Position #161850770 with 0.30x dampening:
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- Raw $38.15 → Damped $11.45 (more realistic from -$7.74) ✅
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- Raw $32.21 → Damped $9.66 (achievable expectation) ✅
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#### New Features
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1. **Regime parameter** added to `predict_future_profit()` and `should_hold_position()`
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2. **Smart dampening** - only reduce growth component (v×t + 0.5×a×t²), not base profit
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3. **Debug logging updated** - shows raw vs damped predictions with regime
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4. **Backward compatible** - defaults to 0.30x if regime not provided
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### Changed
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- Version bumped from 0.1.4 → 0.2.0 (MINOR - new feature)
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- Exit strategy upgraded from v6.4.3 → v6.5
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- trajectory_predictor.py: Added `regime` parameter and dampening logic
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- smart_risk_manager.py: Pass `regime` to trajectory predictor (2 calls updated)
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### Expected Impact
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- Prediction accuracy: 27% → 70-85% ⬆️
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- Over-prediction: 7.5x → 1.2-1.5x ⬇️
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- Peak capture: 100% maintained (exit timing stays excellent) ✅
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- False holds: Reduced (more realistic profit expectations) ✅
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### Performance Targets
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- Average over-prediction: <2x (currently 7.5x)
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- Prediction accuracy: >70% (currently 27%)
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- Peak capture: Maintain 80%+ (currently 100% on Trade #161778984)
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### Note
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- This is a **MINOR version** (new feature, backward compatible)
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- Dampening factors can be fine-tuned after 5-10 more trades
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- Consider adjusting to 0.25-0.35 range if needed
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- Core prediction formula remains unchanged and verified correct
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---
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## [0.1.4] - 2026-02-11
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### Added (Deep Debug for Trajectory Bug Investigation)
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**Exit Strategy v6.4.3 "Trajectory Debug Mode"** - Investigating 13x prediction error
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#### Problem Identified
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- Trajectory predictor formula is **CORRECT** (verified via test)
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- But live predictions are **13.4x over-optimistic**
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- Example: Expected $5.07, Logged $67.64
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- Causing false HOLD signals → poor peak capture (54.5% avg)
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- Bug location: **UNKNOWN** (between Kalman → Predictor → Log)
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#### Debug Features Added
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1. **Comprehensive Input Logging** (smart_risk_manager.py)
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- Log all inputs to trajectory predictor
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- Compare guard.velocity vs guard.kalman_velocity vs _vel
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- Track velocity_history and acceleration_history values
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2. **Calculation Breakdown** (trajectory_predictor.py)
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- Log each term: p₀, v×t, 0.5×a×t²
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- Show final prediction for each horizon (1m, 3m, 5m)
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3. **Manual Verification** (smart_risk_manager.py)
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- Calculate prediction manually inline
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- Compare predictor output vs manual calculation
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- Log WARNING if difference > $0.01
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#### Next Steps
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- Monitor 1-2 trades with full debug output
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- Identify exact point where 13x scaling occurs
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- Fix bug in v0.1.5
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- Expected: Peak capture 54% → 75%+
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### Changed
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- Version bumped from 0.1.3 → 0.1.4 (PATCH - debug release)
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- Exit strategy upgraded from v6.4.2 → v6.4.3
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### Note
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- This is a **DEBUG release** for investigation
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- No functional changes to trading logic
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- All debug logs use logger.debug() (won't spam console)
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---
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## [0.1.3] - 2026-02-11
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### Fixed (Critical: FIX 1 v0.1.1 Was Never Active!)
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**Exit Strategy v6.4.2 "Tiered Thresholds Finally Working"** - Live trade #161706070 revealed FIX 1 not active
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#### Problem (Trade #161706070)
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- Profit peaked at **$0.69** → closed at **$0.11** (lost 84% of peak!)
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- Exit reason: "Fuzzy 94.58%, threshold=90%"
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- **WRONG**: Profit $0.11 (<$1) should get threshold **70%**, not 90%!
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- **Root Cause**: Hardcoded fuzzy_threshold at line 1313-1324 NEVER called `_calculate_fuzzy_exit_threshold()`
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#### FIX: Activate Tiered Fuzzy Thresholds (FIX 1 v0.1.1) ✅
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- **BEFORE**: Hardcoded thresholds ignored tiered function
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```python
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if current_profit < 3.0:
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fuzzy_threshold = 0.90 # WRONG for micro profits!
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```
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- **AFTER**: Actually call the FIX 1 function
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```python
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fuzzy_threshold = self._calculate_fuzzy_exit_threshold(current_profit)
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# Returns: <$1→70%, $1-3→75%, $3-8→85%, >$8→90%
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```
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- **IMPACT**: Micro profits (<$1) now exit at 70% confidence instead of 90%
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- Expected: Earlier exits on micro profits → higher profit retention
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- Target: Peak capture 16% → 60%+ for micro trades
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#### Trade #161706070 Analysis
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- Entry: BUY @ 5056.12
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- Peak: $0.69 (vel +0.0748$/s, accel +0.0006) at 09:55:05
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- Exit: $0.11 (vel -0.0040$/s) at 09:55:38 → 3m 5s duration
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- **Exit was correct** (price dropped to 5052.99, would be -$3.13 loss now)
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- **But late**: Should have exited at $0.50-0.60 with 70% threshold
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### Changed
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- Version bumped from 0.1.2 → 0.1.3 (PATCH - critical bug fix)
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- Exit strategy upgraded from v6.4.1 → v6.4.2
|
||||
|
||||
### Note
|
||||
- **BACKTEST v0.1.1 WAS INVALID** - FIX 1 was not active in backtest either
|
||||
- Need to re-run backtest with FIX 1 actually working
|
||||
- Grace period (v0.1.2) is still active and working
|
||||
|
||||
---
|
||||
|
||||
## [0.1.2] - 2026-02-11
|
||||
|
||||
### Fixed (Grace Period for Loss Exits)
|
||||
**Exit Strategy v6.4.1 "Loss Recovery Window"** - Live trade analysis revealed early exit issue
|
||||
|
||||
#### Problem (Trade #161699163)
|
||||
- Trade exited after only **18 seconds** with loss -$0.22
|
||||
- Fuzzy confidence 94.58% triggered immediate exit
|
||||
- Velocity was still positive (+0.0693$/s) but profit retention "collapsed"
|
||||
- **Root Cause**: No grace period for micro swings, small loss after small profit treated as catastrophic
|
||||
|
||||
#### FIX 1: Grace Period for Loss Trades ✅
|
||||
- **BEFORE**: Fuzzy exit active immediately after entry
|
||||
- **AFTER**: Grace period based on regime:
|
||||
- Ranging: 120 seconds (2 minutes)
|
||||
- Volatile: 90 seconds (1.5 minutes)
|
||||
- Trending: 60 seconds (1 minute)
|
||||
- **Suppression Logic**: Loss <$2 during grace period → fuzzy exit suppressed
|
||||
- **IMPACT**: Prevents premature exits on micro swings, allows recovery window
|
||||
|
||||
#### FIX 2: Profit Retention Calculation Fix ✅
|
||||
- **BEFORE**: `retention = current_profit / peak_profit` → -$0.22 / $0.17 = -1.29 → clamped to 0 ("collapsed")
|
||||
- **AFTER**: Small loss (<$0) after small profit (<$3) → retention = 0.50 (medium, not collapsed)
|
||||
- **IMPACT**: Micro swings no longer trigger "collapsed retention" → 95% exit confidence
|
||||
|
||||
### Changed
|
||||
- Version bumped from 0.1.1 → 0.1.2 (PATCH - bug fix)
|
||||
- Exit strategy upgraded from v6.4 → v6.4.1
|
||||
|
||||
### Expected Impact
|
||||
- Avg trade duration: 18s → 60-120s (more reasonable)
|
||||
- False early exits: -30% (grace period filtering)
|
||||
- Recovery opportunities: More micro swings can recover to profit
|
||||
|
||||
### Note
|
||||
- Trade #161699163 exit was actually **correct** (price continued to drop from 5053.74 → 5052.55)
|
||||
- Grace period prevents false exits while preserving correct exit decisions for sustained losses
|
||||
|
||||
---
|
||||
|
||||
## [0.1.1] - 2026-02-11
|
||||
|
||||
### Fixed (Professor AI Exit Strategy Improvements)
|
||||
**Exit Strategy v6.4 "Validated Fixes"** - Backtest validated over 338 trades (90 days)
|
||||
|
||||
#### FIX 1: Tiered Fuzzy Exit Thresholds (PRIORITY 1) ✅
|
||||
- **BEFORE**: Fixed 90% fuzzy threshold for ALL profit levels
|
||||
- **AFTER**: Dynamic thresholds based on profit magnitude:
|
||||
- Micro profits (<$1): 70% threshold → early exit
|
||||
- Small profits ($1-$3): 75% threshold → protection
|
||||
- Medium profits ($3-$8): 85% threshold → hold longer
|
||||
- Large profits (>$8): 90% threshold → maximize
|
||||
- **IMPACT**: Avg win increased $4.07 → $9.36 (+130%), Micro profits reduced 75% → 13%
|
||||
|
||||
#### FIX 2: Trajectory Prediction Calibration (PRIORITY 2) ✅
|
||||
- **BEFORE**: Optimistic parabolic prediction (95% error rate)
|
||||
- **AFTER**: Conservative prediction with:
|
||||
- Regime penalty (ranging 0.4x, volatile 0.6x, trending 0.9x)
|
||||
- Uncertainty bounds (95% confidence interval lower bound)
|
||||
- Prevents premature exits based on overestimated future profit
|
||||
- **IMPACT**: More realistic profit forecasting, reduced false exits
|
||||
|
||||
#### FIX 4: Unicode Fix (PRIORITY 4) ✅
|
||||
- **BEFORE**: Emoji in exit messages caused encoding errors
|
||||
- **AFTER**: ASCII-only exit messages for Windows compatibility
|
||||
- **IMPACT**: No more UnicodeEncodeError in logs
|
||||
|
||||
#### FIX 5: Maximum Loss Enforcement (PRIORITY 5) ✅
|
||||
- **BEFORE**: Max loss $50/trade
|
||||
- **AFTER**: Max loss $25/trade with SL cap at entry
|
||||
- **IMPACT**: Tighter risk control (avg loss $33 in backtest due to M15 slippage, will be closer to $25 in live with tick data)
|
||||
|
||||
### Changed
|
||||
- Version bumped from 0.0.0 → 0.1.1 (Kalman + Bug Fixes)
|
||||
- Exit strategy upgraded from v6.3 → v6.4
|
||||
|
||||
### Backtest Results (90 days, 338 trades)
|
||||
- **Avg Win**: $9.36 ✅ (target: $8-12)
|
||||
- **Micro Profits**: 13% ✅ (target: <20%, was 75%)
|
||||
- **Net P/L**: +$595.16 (11.9% return)
|
||||
- **Profit Factor**: 1.30 (sustainable)
|
||||
- **Sharpe Ratio**: 1.29 (near target 1.5)
|
||||
- **Fuzzy Exits**: 69% of trades (232/338)
|
||||
|
||||
### Note
|
||||
- FIX 3 (Session Filter) NOT applied - trade ALL sessions per user request
|
||||
- RR Ratio 1:3.57 due to M15 backtest slippage, expected to improve in live trading
|
||||
|
||||
---
|
||||
|
||||
## [0.0.0] - 2026-02-11
|
||||
|
||||
### Initial Release
|
||||
Starting point for versioned releases. All previous development consolidated into v0.0.0 baseline.
|
||||
|
||||
---
|
||||
|
||||
|
||||
Reference in New Issue
Block a user