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chore: import upstream snapshot with attribution
2026-07-13 12:02:19 +08:00

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#!/bin/bash
# RuFlo V3 - Learning Hooks
# Integrates learning-service.mjs with session lifecycle
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
PROJECT_ROOT="$(cd "$SCRIPT_DIR/../.." && pwd)"
LEARNING_SERVICE="$SCRIPT_DIR/learning-service.mjs"
LEARNING_DIR="$PROJECT_ROOT/.claude-flow/learning"
METRICS_DIR="$PROJECT_ROOT/.claude-flow/metrics"
# Ensure directories exist
mkdir -p "$LEARNING_DIR" "$METRICS_DIR"
# Colors
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
CYAN='\033[0;36m'
RED='\033[0;31m'
DIM='\033[2m'
RESET='\033[0m'
log() { echo -e "${CYAN}[Learning] $1${RESET}"; }
success() { echo -e "${GREEN}[Learning] ✓ $1${RESET}"; }
warn() { echo -e "${YELLOW}[Learning] ⚠ $1${RESET}"; }
error() { echo -e "${RED}[Learning] ✗ $1${RESET}"; }
# Generate session ID
generate_session_id() {
echo "session_$(date +%Y%m%d_%H%M%S)_$$"
}
# =============================================================================
# Session Start Hook
# =============================================================================
session_start() {
local session_id="${1:-$(generate_session_id)}"
log "Initializing learning service for session: $session_id"
# Check if better-sqlite3 is available
if ! npm list better-sqlite3 --prefix "$PROJECT_ROOT" >/dev/null 2>&1; then
log "Installing better-sqlite3..."
npm install --prefix "$PROJECT_ROOT" better-sqlite3 --save-dev --silent 2>/dev/null || true
fi
# Initialize learning service
local init_result
init_result=$(node "$LEARNING_SERVICE" init "$session_id" 2>&1)
if [ $? -eq 0 ]; then
# Parse and display stats
local short_term=$(echo "$init_result" | grep -o '"shortTermPatterns":[0-9]*' | cut -d: -f2)
local long_term=$(echo "$init_result" | grep -o '"longTermPatterns":[0-9]*' | cut -d: -f2)
success "Learning service initialized"
echo -e " ${DIM}├─ Short-term patterns: ${short_term:-0}${RESET}"
echo -e " ${DIM}├─ Long-term patterns: ${long_term:-0}${RESET}"
echo -e " ${DIM}└─ Session ID: $session_id${RESET}"
# Store session ID for later hooks
echo "$session_id" > "$LEARNING_DIR/current-session-id"
# Update metrics
cat > "$METRICS_DIR/learning-status.json" << EOF
{
"sessionId": "$session_id",
"initialized": true,
"shortTermPatterns": ${short_term:-0},
"longTermPatterns": ${long_term:-0},
"hnswEnabled": true,
"timestamp": "$(date -Iseconds)"
}
EOF
return 0
else
warn "Learning service initialization failed (non-critical)"
echo "$init_result" | head -5
return 1
fi
}
# =============================================================================
# Session End Hook
# =============================================================================
session_end() {
log "Consolidating learning data..."
# Get session ID
local session_id=""
if [ -f "$LEARNING_DIR/current-session-id" ]; then
session_id=$(cat "$LEARNING_DIR/current-session-id")
fi
# Export session data
local export_result
export_result=$(node "$LEARNING_SERVICE" export 2>&1)
if [ $? -eq 0 ]; then
# Save export
echo "$export_result" > "$LEARNING_DIR/session-export-$(date +%Y%m%d_%H%M%S).json"
local patterns=$(echo "$export_result" | grep -o '"patterns":[0-9]*' | cut -d: -f2)
log "Session exported: $patterns patterns"
fi
# Run consolidation
local consolidate_result
consolidate_result=$(node "$LEARNING_SERVICE" consolidate 2>&1)
if [ $? -eq 0 ]; then
local removed=$(echo "$consolidate_result" | grep -o '"duplicatesRemoved":[0-9]*' | cut -d: -f2)
local pruned=$(echo "$consolidate_result" | grep -o '"patternsProned":[0-9]*' | cut -d: -f2)
local duration=$(echo "$consolidate_result" | grep -o '"durationMs":[0-9]*' | cut -d: -f2)
success "Consolidation complete"
echo -e " ${DIM}├─ Duplicates removed: ${removed:-0}${RESET}"
echo -e " ${DIM}├─ Patterns pruned: ${pruned:-0}${RESET}"
echo -e " ${DIM}└─ Duration: ${duration:-0}ms${RESET}"
else
warn "Consolidation failed (non-critical)"
fi
# Get final stats
local stats_result
stats_result=$(node "$LEARNING_SERVICE" stats 2>&1)
if [ $? -eq 0 ]; then
echo "$stats_result" > "$METRICS_DIR/learning-final-stats.json"
local total_short=$(echo "$stats_result" | grep -o '"shortTermPatterns":[0-9]*' | cut -d: -f2)
local total_long=$(echo "$stats_result" | grep -o '"longTermPatterns":[0-9]*' | cut -d: -f2)
local avg_search=$(echo "$stats_result" | grep -o '"avgSearchTimeMs":[0-9.]*' | cut -d: -f2)
log "Final stats:"
echo -e " ${DIM}├─ Short-term: ${total_short:-0}${RESET}"
echo -e " ${DIM}├─ Long-term: ${total_long:-0}${RESET}"
echo -e " ${DIM}└─ Avg search: ${avg_search:-0}ms${RESET}"
fi
# Clean up session file
rm -f "$LEARNING_DIR/current-session-id"
return 0
}
# =============================================================================
# Store Pattern (called by post-edit hooks)
# =============================================================================
store_pattern() {
local strategy="$1"
local domain="${2:-general}"
local quality="${3:-0.7}"
if [ -z "$strategy" ]; then
error "No strategy provided"
return 1
fi
# Escape quotes in strategy
local escaped_strategy="${strategy//\"/\\\"}"
local result
result=$(node "$LEARNING_SERVICE" store "$escaped_strategy" "$domain" 2>&1)
if [ $? -eq 0 ]; then
local action=$(echo "$result" | grep -o '"action":"[^"]*"' | cut -d'"' -f4)
local id=$(echo "$result" | grep -o '"id":"[^"]*"' | cut -d'"' -f4)
if [ "$action" = "created" ]; then
success "Pattern stored: $id"
else
log "Pattern updated: $id"
fi
return 0
else
warn "Pattern storage failed"
return 1
fi
}
# =============================================================================
# Search Patterns (called by pre-edit hooks)
# =============================================================================
search_patterns() {
local query="$1"
local k="${2:-3}"
if [ -z "$query" ]; then
error "No query provided"
return 1
fi
# Escape quotes
local escaped_query="${query//\"/\\\"}"
local result
result=$(node "$LEARNING_SERVICE" search "$escaped_query" "$k" 2>&1)
if [ $? -eq 0 ]; then
local patterns=$(echo "$result" | grep -o '"patterns":\[' | wc -l)
local search_time=$(echo "$result" | grep -o '"searchTimeMs":[0-9.]*' | cut -d: -f2)
echo "$result"
if [ -n "$search_time" ]; then
log "Search completed in ${search_time}ms"
fi
return 0
else
warn "Pattern search failed"
return 1
fi
}
# =============================================================================
# Record Pattern Usage (for promotion tracking)
# =============================================================================
record_usage() {
local pattern_id="$1"
local success="${2:-true}"
if [ -z "$pattern_id" ]; then
return 1
fi
# This would call into the learning service to record usage
# For now, log it
log "Recording usage: $pattern_id (success=$success)"
}
# =============================================================================
# Run Benchmark
# =============================================================================
run_benchmark() {
log "Running HNSW benchmark..."
local result
result=$(node "$LEARNING_SERVICE" benchmark 2>&1)
if [ $? -eq 0 ]; then
local avg_search=$(echo "$result" | grep -o '"avgSearchMs":"[^"]*"' | cut -d'"' -f4)
local p95_search=$(echo "$result" | grep -o '"p95SearchMs":"[^"]*"' | cut -d'"' -f4)
local improvement=$(echo "$result" | grep -o '"searchImprovementEstimate":"[^"]*"' | cut -d'"' -f4)
success "HNSW Benchmark Complete"
echo -e " ${DIM}├─ Avg search: ${avg_search}ms${RESET}"
echo -e " ${DIM}├─ P95 search: ${p95_search}ms${RESET}"
echo -e " ${DIM}└─ Estimated improvement: ${improvement}${RESET}"
echo "$result"
return 0
else
error "Benchmark failed"
echo "$result"
return 1
fi
}
# =============================================================================
# Get Stats
# =============================================================================
get_stats() {
local result
result=$(node "$LEARNING_SERVICE" stats 2>&1)
if [ $? -eq 0 ]; then
echo "$result"
return 0
else
error "Failed to get stats"
return 1
fi
}
# =============================================================================
# Main
# =============================================================================
case "${1:-help}" in
"session-start"|"start")
session_start "$2"
;;
"session-end"|"end")
session_end
;;
"store")
store_pattern "$2" "$3" "$4"
;;
"search")
search_patterns "$2" "$3"
;;
"record-usage"|"usage")
record_usage "$2" "$3"
;;
"benchmark")
run_benchmark
;;
"stats")
get_stats
;;
"help"|"-h"|"--help")
cat << 'EOF'
RuFlo V3 Learning Hooks
Usage: learning-hooks.sh <command> [args]
Commands:
session-start [id] Initialize learning for new session
session-end Consolidate and export session data
store <strategy> Store a new pattern
search <query> [k] Search for similar patterns
record-usage <id> Record pattern usage
benchmark Run HNSW performance benchmark
stats Get learning statistics
help Show this help
Examples:
./learning-hooks.sh session-start
./learning-hooks.sh store "Fix authentication bug" code
./learning-hooks.sh search "authentication error" 5
./learning-hooks.sh session-end
EOF
;;
*)
error "Unknown command: $1"
echo "Use 'learning-hooks.sh help' for usage"
exit 1
;;
esac