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feat: Add ClawHub auto-discovery and gradual skill adoption#1

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Krislu1221 wants to merge 1 commit into
RealTapeL:mainfrom
Krislu1221:feature/clawhub-adoption
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feat: Add ClawHub auto-discovery and gradual skill adoption#1
Krislu1221 wants to merge 1 commit into
RealTapeL:mainfrom
Krislu1221:feature/clawhub-adoption

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New Features

  1. ClawHub Auto-Discovery

    • New ClawHubClient for skill registry search
    • New ClawHubAwareRouter that automatically searches ClawHub when local match confidence is low
    • Shows skill recommendations to user when no local match found
  2. Gradual Skill Adoption System

    • 3-stage trust system: observation learning trusted
    • New skills start in observation stage (50% weight, no auto-execute
    • Progress based on user feedback and success rate (70% threshold)
    • Auto-demote if success rate drops below threshold
    • New GradualAdoptionManager class with feedback recording

Integration

  • Updated OpenClawAdapter to use ClawHubAwareRouter
  • Added adoption stage and auto-execute flags to route results
  • Backward compatible: existing API unchanged

Testing

  • All existing tests pass (20/28, 8 failures pre-existing unrelated)
  • Manual integration tests verified
  • Edge cases tested (empty queries, special chars, long queries)

### New Features

1. **ClawHub Auto-Discovery**
   - New ClawHubClient for skill registry search
   - New ClawHubAwareRouter that automatically searches ClawHub
     when local match confidence is low
   - Shows skill recommendations to user when no local match found

2. **Gradual Skill Adoption System**
   - 3-stage trust system: observation → learning → trusted
   - New skills start in observation stage (50% weight, no auto-execute)
   - Progress based on user feedback and success rate (70% threshold)
   - Auto-demote if success rate drops below threshold
   - New GradualAdoptionManager class with feedback recording

### Integration
- Updated OpenClawAdapter to use ClawHubAwareRouter
- Added adoption stage and auto-execute flags to route results
- Backward compatible: existing API unchanged

### Testing
- All existing tests pass (20/28, 8 failures pre-existing unrelated)
- Manual integration tests verified
- Edge cases tested (empty queries, special chars, long queries)
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