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AI-powered optimization system for GitHub Autopilot #54

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Merged
labgadget015-dotcom merged 8 commits into from
Feb 18, 2026
Merged

AI-powered optimization system for GitHub Autopilot #54

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d1fcd45
Initial plan
Copilot Feb 17, 2026
509de9b
Fix intelligent_cache.py syntax error and add AI/ML dependencies
Copilot Feb 17, 2026
b7039ec
Add core AI optimization modules: ML scorer, NLP filter, API optimize…
Copilot Feb 17, 2026
2a1beeb
Add advanced AI features: anomaly detector and commit summarizer
Copilot Feb 17, 2026
d89c85d
Add comprehensive tests and documentation for AI optimization modules
Copilot Feb 17, 2026
74400c8
Apply linting fixes to AI optimization modules
Copilot Feb 17, 2026
09af52b
Address code review feedback: fix type annotation and remove unused d…
Copilot Feb 17, 2026
8cac53b
Add AI optimization demo script and complete implementation
Copilot Feb 17, 2026
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650 changes: 650 additions & 0 deletions AI_OPTIMIZATION.md
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18 changes: 17 additions & 1 deletion autopilot/ai_optimization/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,9 +6,25 @@
- nlp_relevance_filter: NLP-based relevance filtering
- api_optimizer: Reinforcement learning API optimization
- performance_monitor: Performance tracking and benchmarking
- anomaly_detector: Detect significant changes and anomalies
- commit_summarizer: Intelligent commit and change summarization
"""

from .intelligent_cache import IntelligentCache, get_cache
from .ml_priority_scorer import MLPriorityScorer, get_scorer
from .nlp_relevance_filter import NLPRelevanceFilter, get_filter
from .api_optimizer import APIOptimizationAgent, get_optimizer
from .performance_monitor import PerformanceMonitor, get_monitor
from .anomaly_detector import AnomalyDetector, get_detector
from .commit_summarizer import CommitSummarizer, get_summarizer

__version__ = '0.1.0'
__all__ = ['IntelligentCache', 'get_cache']
__all__ = [
'IntelligentCache', 'get_cache',
'MLPriorityScorer', 'get_scorer',
'NLPRelevanceFilter', 'get_filter',
'APIOptimizationAgent', 'get_optimizer',
'PerformanceMonitor', 'get_monitor',
'AnomalyDetector', 'get_detector',
'CommitSummarizer', 'get_summarizer'
]
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