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proffesor-for-testing__agen…/scripts/quick-learning-validation.sh
Profa b3d2018ee2 feat: v1.8.0 - Quality Hardening & Pattern Isolation
Critical bug fixes and code quality improvements from brutal-honest-review.

## Critical Fixes (9/10 completed, 1 deferred)

1. Fixed Agent Pattern Isolation (CRITICAL)
   - Added SwarmMemoryManager.queryPatternsByAgent()
   - SQL filtering by agent_id in metadata
   - Each agent now isolated

2. Fixed Async Method Cascade
   - Changed getPatterns() to async
   - Fixed 10 callers across 6 files
   - Build passes

3. Fixed Misleading Logging
   - Added isRealAgentDB() detection
   - Honest mock vs real reporting

4. Consolidated Embedding Generation
   - Created EmbeddingGenerator utility
   - Removed 50+ duplicate lines

5. Added AgentDB Initialization Checks
   - Empty DB detection
   - HNSW index verification

6. Integration Test Suite
   - 26 new test cases
   - Error path coverage

7. Repository Cleanup
   - Removed 19 temp test files

8. New QE Skill: sherlock-review
   - Evidence-based investigative review
   - 38 QE skills total

9. Deferred: Wire Up Real Test Execution
   - Deferred to v1.9.0 (documented)

## Statistics
- Fixes: 9/10 (90%, 1 deferred)
- Files Modified: 16
- Files Created: 3
- Files Deleted: 19
- Integration Tests: 26
- Build: PASSING

## Breaking Changes
- getPatterns() now async - add await

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-17 12:32:03 +00:00

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#!/bin/bash
# Quick 3-iteration learning validation (faster than 10)
echo "🧪 Quick Learning Validation (3 iterations)"
# Initialize AgentDB
npx aqe init --silent 2>/dev/null || true
for i in {1..3}; do
echo "Iteration $i..."
npx tsx src/cli/index.ts learn metrics --days 1 2>&1 | grep -E "Total Patterns|Avg Confidence" | head -2
done
echo "✅ Validation complete - check if patterns increased"