ypollak2/llm-router

What's new: Closed Loops Integration

🔄 Loop 1: Directives Feedback

• Load and apply ROUTING_RULE directives from persistent memory
• Session-start displays active directives
• Auto-route applies directives as classifier overrides

📊 Loop 2: Weekly Retrospective

• Aggregate patterns from 7 days of retrospectives
• Auto-generate ROUTING_RULE directives based on recurring patterns
• Callable via llm-router retrospect --weekly

📈 Loop 3: Trend Pressure → Routing

• Monitor accuracy trends from hourly snapshots
• Quality decline triggers soft model escalation (independent of budget)
• Blends with budget pressure for intelligent model selection

🌍 Loop 4: Community Profile Default

• Fallback community URL for one-click profile imports
• Enables discovery of community-maintained routing patterns

🐛 Critical Bug Fix

• Fixed: llm_reroute now properly records corrected_model to database
• Learned profiles now capture actual models (no more model="unknown")

Architecture

All 4 loops close one-way data flows from v6.1:

• Corrections → learned profiles → directives ✓
• Retrospectives → actions → directives ✓
• Snapshots → trends → model selection ✓
• Profile imports → community sharing ✓

Upgrade

```bash
pip install --upgrade claude-code-llm-router && llm-router install
```

Testing

• 13 new closed-loops tests
• 21 model selector tests (pressure blending verified)
• All 34 tests passing
• No regressions in full suite