mirror of
https://github.com/SuperClaude-Org/SuperClaude_Framework.git
synced 2025-12-29 16:16:08 +00:00
119 lines
3.8 KiB
YAML
119 lines
3.8 KiB
YAML
|
# Learned User Preferences Pattern
|
||
|
|
# Adaptive patterns that evolve based on user behavior
|
||
|
|
|
||
|
|
user_profile:
|
||
|
|
id: "example_user"
|
||
|
|
created: "2025-01-31"
|
||
|
|
last_updated: "2025-01-31"
|
||
|
|
sessions_analyzed: 0
|
||
|
|
|
||
|
|
learned_preferences:
|
||
|
|
communication_style:
|
||
|
|
verbosity_preference: "balanced" # minimal, balanced, detailed
|
||
|
|
technical_depth: "high" # low, medium, high
|
||
|
|
symbol_usage_comfort: "high" # low, medium, high
|
||
|
|
abbreviation_tolerance: "medium" # low, medium, high
|
||
|
|
|
||
|
|
workflow_patterns:
|
||
|
|
preferred_thinking_mode: "--think-hard"
|
||
|
|
mcp_server_preferences:
|
||
|
|
- "serena" # Most frequently beneficial
|
||
|
|
- "sequential" # High success rate
|
||
|
|
- "context7" # Frequently requested
|
||
|
|
mode_activation_frequency:
|
||
|
|
task_management: 0.8 # High usage
|
||
|
|
token_efficiency: 0.6 # Medium usage
|
||
|
|
brainstorming: 0.3 # Low usage
|
||
|
|
introspection: 0.4 # Medium usage
|
||
|
|
|
||
|
|
project_type_expertise:
|
||
|
|
python: 0.9 # High proficiency
|
||
|
|
react: 0.7 # Good proficiency
|
||
|
|
javascript: 0.8 # High proficiency
|
||
|
|
documentation: 0.6 # Medium proficiency
|
||
|
|
|
||
|
|
performance_preferences:
|
||
|
|
speed_vs_quality: "quality_focused" # speed_focused, balanced, quality_focused
|
||
|
|
compression_tolerance: 0.7 # How much compression user accepts
|
||
|
|
context_size_preference: "medium" # small, medium, large
|
||
|
|
|
||
|
|
learning_insights:
|
||
|
|
effective_patterns:
|
||
|
|
- pattern: "serena + morphllm hybrid"
|
||
|
|
success_rate: 0.92
|
||
|
|
context: "large refactoring tasks"
|
||
|
|
|
||
|
|
- pattern: "sequential + context7"
|
||
|
|
success_rate: 0.88
|
||
|
|
context: "complex debugging"
|
||
|
|
|
||
|
|
- pattern: "magic + context7"
|
||
|
|
success_rate: 0.85
|
||
|
|
context: "UI component creation"
|
||
|
|
|
||
|
|
ineffective_patterns:
|
||
|
|
- pattern: "playwright without setup"
|
||
|
|
success_rate: 0.3
|
||
|
|
context: "testing without proper configuration"
|
||
|
|
improvement: "always check test environment first"
|
||
|
|
|
||
|
|
optimization_opportunities:
|
||
|
|
- area: "context compression"
|
||
|
|
current_efficiency: 0.6
|
||
|
|
target_efficiency: 0.8
|
||
|
|
strategy: "increase abbreviation usage"
|
||
|
|
|
||
|
|
- area: "mcp coordination"
|
||
|
|
current_efficiency: 0.7
|
||
|
|
target_efficiency: 0.85
|
||
|
|
strategy: "better server selection logic"
|
||
|
|
|
||
|
|
adaptive_thresholds:
|
||
|
|
mode_activation:
|
||
|
|
brainstorming: 0.6 # Lowered from 0.7 due to user preference
|
||
|
|
task_management: 0.9 # Raised from 0.8 due to frequent use
|
||
|
|
token_efficiency: 0.65 # Adjusted based on tolerance
|
||
|
|
introspection: 0.5 # Lowered due to user comfort with meta-analysis
|
||
|
|
|
||
|
|
mcp_server_confidence:
|
||
|
|
serena: 0.65 # Lowered due to high success rate
|
||
|
|
sequential: 0.75 # Standard
|
||
|
|
context7: 0.7 # Slightly lowered due to frequent success
|
||
|
|
magic: 0.85 # Standard
|
||
|
|
morphllm: 0.7 # Lowered due to hybrid usage success
|
||
|
|
playwright: 0.9 # Raised due to setup issues
|
||
|
|
|
||
|
|
personalization_rules:
|
||
|
|
communication:
|
||
|
|
- "Use technical terminology freely"
|
||
|
|
- "Provide implementation details"
|
||
|
|
- "Include performance considerations"
|
||
|
|
- "Balance symbol usage with clarity"
|
||
|
|
|
||
|
|
workflow:
|
||
|
|
- "Prefer serena for analysis tasks"
|
||
|
|
- "Use sequential for complex problems"
|
||
|
|
- "Always validate with quality gates"
|
||
|
|
- "Optimize for long-term maintainability"
|
||
|
|
|
||
|
|
error_handling:
|
||
|
|
- "Provide detailed error context"
|
||
|
|
- "Suggest multiple solutions"
|
||
|
|
- "Include learning opportunities"
|
||
|
|
- "Track error patterns for prevention"
|
||
|
|
|
||
|
|
continuous_learning:
|
||
|
|
feedback_integration:
|
||
|
|
explicit_feedback: true
|
||
|
|
implicit_feedback: true # Based on user actions
|
||
|
|
outcome_tracking: true
|
||
|
|
|
||
|
|
pattern_evolution:
|
||
|
|
refinement_frequency: "weekly"
|
||
|
|
adaptation_rate: 0.1
|
||
|
|
stability_threshold: 0.95
|
||
|
|
|
||
|
|
quality_metrics:
|
||
|
|
user_satisfaction_score: 0.0 # To be measured
|
||
|
|
task_completion_rate: 0.0 # To be measured
|
||
|
|
efficiency_improvement: 0.0 # To be measured
|