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MoonHub Learning System Configuration

This document describes the configuration options for the MoonHub learning system.

Overview

The learning system supports various configuration options to customize behavior.

Configuration Structure

Configure the learning system in ~/.moonhub/config.json:

{
  "learning": {
    "language": "auto",
    "db_path": "memory/learning.db",
    "min_confidence": 0.7,
    "max_examples": 10,
    "enable_semantic_detection": true,
    "enable_implicit_signals": true,
    "enable_behavioral_scoring": true,
    "enable_pattern_evolution": false,
    "enable_contradiction_detection": false,
    "enable_suggestions": false,
    "decay_older_than_days": 7,
    "prune_older_than_days": 30,
    "merge_similarity_threshold": 0.8
  }
}

Configuration Options

language

  • auto - Auto-detect language (default)
  • en - Use English mode only
  • zh - Use Chinese mode only

db_path

Learning database storage path, defaults to memory/learning.db

min_confidence

Pattern confidence threshold; patterns below this value will be ignored, default 0.7

max_examples

Maximum number of examples to retain per pattern, default 10

enable_semantic_detection

Enable semantic keyword detection, default true

enable_implicit_signals

Infer implicit signals from tool usage, default true

enable_behavioral_scoring

Enable behavioral scoring system, default true

enable_pattern_evolution

Enable pattern evolution (merge/prune/decay), default false

enable_contradiction_detection

Detect contradictory patterns, default false

enable_suggestions

Generate proactive suggestions, default false

decay_older_than_days

Pattern decay period in days, default 7 days

prune_older_than_days

Pattern pruning period in days, default 30 days

merge_similarity_threshold

Pattern merge similarity threshold, default 0.8

Usage Examples

Chinese Mode Configuration

{
  "learning": {
    "language": "zh"
  }
}

English Mode Configuration

{
  "learning": {
    "language": "en"
  }
}

Customized Configuration

{
  "learning": {
    "language": "auto",
    "enable_suggestions": true,
    "enable_pattern_evolution": true
  }
}

Notes

  • Configuration changes require service restart to take effect
  • db_path directory requires write permissions
  • Advanced features (evolution, contradiction detection) may affect performance