Merge commit 'd803bfe2b1fe7f5e219e50ac20d6801a0a58ac75' as 'vendor/ruvector'

This commit is contained in:
ruv
2026-02-28 14:39:40 -05:00
7854 changed files with 3522914 additions and 0 deletions

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#!/bin/bash
# 7sense - ADR Compliance Checker Worker
# Checks compliance with Architecture Decision Records for bioacoustics platform
set -euo pipefail
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
PROJECT_ROOT="$(cd "$SCRIPT_DIR/../.." && pwd)"
METRICS_DIR="$PROJECT_ROOT/.claude-flow/metrics"
ADR_FILE="$METRICS_DIR/adr-compliance.json"
LAST_RUN_FILE="$METRICS_DIR/.adr-last-run"
mkdir -p "$METRICS_DIR"
# 7sense ADRs (from /docs/adr/)
declare -A ADRS=(
["ADR-001"]="System Architecture - Modular Monolith"
["ADR-002"]="DDD Bounded Contexts"
["ADR-003"]="Security Architecture"
["ADR-004"]="Performance Optimization"
["ADR-005"]="Self-Learning & Hooks"
["ADR-006"]="Data Architecture & Vector Storage"
["ADR-007"]="ML Inference Pipeline"
["ADR-008"]="API Design"
["ADR-009"]="Visualization & UI"
)
should_run() {
if [ ! -f "$LAST_RUN_FILE" ]; then return 0; fi
local last_run=$(cat "$LAST_RUN_FILE" 2>/dev/null || echo "0")
local now=$(date +%s)
[ $((now - last_run)) -ge 900 ] # 15 minutes
}
check_adr_001() {
# ADR-001: System Architecture - Modular Monolith (10 domain modules)
local score=0
# Check for modular crate structure
[ -d "$PROJECT_ROOT/crates/sevensense-core" ] && score=$((score + 15))
[ -d "$PROJECT_ROOT/crates/sevensense-audio" ] && score=$((score + 15))
[ -d "$PROJECT_ROOT/crates/sevensense-embedding" ] && score=$((score + 15))
[ -d "$PROJECT_ROOT/crates/sevensense-vector" ] && score=$((score + 15))
[ -d "$PROJECT_ROOT/crates/sevensense-learning" ] && score=$((score + 10))
[ -d "$PROJECT_ROOT/crates/sevensense-analysis" ] && score=$((score + 10))
[ -d "$PROJECT_ROOT/crates/sevensense-interpretation" ] && score=$((score + 10))
# Check for Cargo.toml workspace
grep -q "sevensense" "$PROJECT_ROOT/Cargo.toml" 2>/dev/null && score=$((score + 10))
echo "$score"
}
check_adr_002() {
# ADR-002: DDD Bounded Contexts (6 contexts)
local score=0
local contexts_found=0
# Check for bounded context implementations
for ctx in audio embedding vector learning analysis interpretation; do
if [ -d "$PROJECT_ROOT/crates/sevensense-$ctx" ] || \
[ -d "$PROJECT_ROOT/src/domains/$ctx" ] || \
grep -rq "mod ${ctx}" "$PROJECT_ROOT/src" 2>/dev/null; then
contexts_found=$((contexts_found + 1))
fi
done
# Score based on contexts found (6 total)
score=$((contexts_found * 100 / 6))
# Bonus for domain events
grep -rq "DomainEvent\|Event\|EventBus" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 10))
[ "$score" -gt 100 ] && score=100
echo "$score"
}
check_adr_003() {
# ADR-003: Security Architecture
local score=0
# Check for input validation
grep -rq "validate\|InputValidator\|sanitize" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
# Check for path traversal protection
grep -rq "PathValidator\|secure_path\|canonicalize" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
# Check for authentication
grep -rq "auth\|jwt\|Argon2\|bcrypt" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
# Check for audit logging
grep -rq "audit\|AuditLog\|provenance" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
# Check for rate limiting
grep -rq "rate_limit\|RateLimiter\|throttle" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
echo "$score"
}
check_adr_004() {
# ADR-004: Performance Optimization (HNSW, quantization, caching)
local score=0
# Check for HNSW implementation
grep -rq "hnsw\|HNSW\|HierarchicalNSW" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 30))
# Check for quantization
grep -rq "quantize\|int8\|float16\|compression" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 25))
# Check for caching
grep -rq "cache\|Cache\|LruCache\|moka" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 25))
# Check for batch processing
grep -rq "batch\|Batch\|parallel\|rayon" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
echo "$score"
}
check_adr_005() {
# ADR-005: Self-Learning & Hooks (claude-flow integration)
local score=0
# Check for hooks integration
[ -f "$PROJECT_ROOT/.claude/settings.json" ] && score=$((score + 20))
grep -q "hooks" "$PROJECT_ROOT/.claude/settings.json" 2>/dev/null && score=$((score + 20))
# Check for learning patterns
grep -rq "pattern\|learn\|train" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
# Check for memory namespaces
grep -rq "namespace\|patterns\|motifs\|species" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
# Check for EWC/consolidation
grep -rq "ewc\|consolidate\|forget" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
echo "$score"
}
check_adr_006() {
# ADR-006: Data Architecture & Vector Storage (3-tier, hyperbolic)
local score=0
# Check for entity definitions
grep -rq "Recording\|CallSegment\|Embedding\|Cluster" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 25))
# Check for tiered storage
grep -rq "hot\|warm\|cold\|tier" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 25))
# Check for hyperbolic embeddings
grep -rq "poincare\|hyperbolic\|Poincar" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 25))
# Check for graph relationships
grep -rq "SIMILAR\|NEXT\|HAS_SEGMENT\|edge\|graph" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 25))
echo "$score"
}
check_adr_007() {
# ADR-007: ML Inference Pipeline (Perch 2.0, ONNX)
local score=0
# Check for ONNX integration
grep -rq "onnx\|ONNX\|onnxruntime" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" "$PROJECT_ROOT/Cargo.toml" 2>/dev/null && score=$((score + 30))
# Check for audio preprocessing
grep -rq "mel\|spectrogram\|resample\|32000\|32kHz" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 25))
# Check for embedding normalization
grep -rq "normalize\|L2\|norm" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 25))
# Check for model management
grep -rq "ModelManager\|model_version\|model_registry" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
echo "$score"
}
check_adr_008() {
# ADR-008: API Design (REST, GraphQL, WebSocket)
local score=0
# Check for REST/HTTP
grep -rq "axum\|actix\|rocket\|warp\|http" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" "$PROJECT_ROOT/Cargo.toml" 2>/dev/null && score=$((score + 30))
# Check for GraphQL
grep -rq "graphql\|async-graphql\|juniper" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" "$PROJECT_ROOT/Cargo.toml" 2>/dev/null && score=$((score + 25))
# Check for WebSocket
grep -rq "websocket\|ws\|tungstenite" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" "$PROJECT_ROOT/Cargo.toml" 2>/dev/null && score=$((score + 25))
# Check for OpenAPI/schema
grep -rq "openapi\|swagger\|schema" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
echo "$score"
}
check_adr_009() {
# ADR-009: Visualization & UI (UMAP, WASM, D3)
local score=0
# Check for UMAP/dimensionality reduction
grep -rq "umap\|tsne\|reduction\|project" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" "$PROJECT_ROOT/Cargo.toml" 2>/dev/null && score=$((score + 30))
# Check for WASM support
grep -rq "wasm\|wasm-bindgen\|web-sys" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" "$PROJECT_ROOT/Cargo.toml" 2>/dev/null && score=$((score + 30))
# Check for visualization (plotly, D3, etc)
grep -rq "plotly\|d3\|chart\|viz" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" "$PROJECT_ROOT/apps" 2>/dev/null && score=$((score + 20))
# Check for evidence pack display
grep -rq "EvidencePack\|evidence\|citation" "$PROJECT_ROOT/src" "$PROJECT_ROOT/crates" 2>/dev/null && score=$((score + 20))
echo "$score"
}
check_compliance() {
echo "[$(date +%H:%M:%S)] Checking 7sense ADR compliance..."
local total_score=0
local compliant_count=0
# Check each ADR
local adr_001=$(check_adr_001)
local adr_002=$(check_adr_002)
local adr_003=$(check_adr_003)
local adr_004=$(check_adr_004)
local adr_005=$(check_adr_005)
local adr_006=$(check_adr_006)
local adr_007=$(check_adr_007)
local adr_008=$(check_adr_008)
local adr_009=$(check_adr_009)
# Calculate totals
for score in $adr_001 $adr_002 $adr_003 $adr_004 $adr_005 $adr_006 $adr_007 $adr_008 $adr_009; do
total_score=$((total_score + score))
[ "$score" -ge 50 ] && compliant_count=$((compliant_count + 1))
done
local avg_score=$((total_score / 9))
# Write ADR compliance metrics
cat > "$ADR_FILE" << EOF
{
"timestamp": "$(date -Iseconds)",
"project": "7sense",
"overallCompliance": $avg_score,
"compliantCount": $compliant_count,
"totalADRs": 9,
"adrs": {
"ADR-001": {"score": $adr_001, "title": "System Architecture - Modular Monolith"},
"ADR-002": {"score": $adr_002, "title": "DDD Bounded Contexts"},
"ADR-003": {"score": $adr_003, "title": "Security Architecture"},
"ADR-004": {"score": $adr_004, "title": "Performance Optimization"},
"ADR-005": {"score": $adr_005, "title": "Self-Learning & Hooks"},
"ADR-006": {"score": $adr_006, "title": "Data Architecture & Vector Storage"},
"ADR-007": {"score": $adr_007, "title": "ML Inference Pipeline"},
"ADR-008": {"score": $adr_008, "title": "API Design"},
"ADR-009": {"score": $adr_009, "title": "Visualization & UI"}
}
}
EOF
echo "[$(date +%H:%M:%S)] ✓ 7sense ADR Compliance: ${avg_score}% | Compliant: $compliant_count/9"
date +%s > "$LAST_RUN_FILE"
}
case "${1:-check}" in
"run") check_compliance ;;
"check") should_run && check_compliance || echo "[$(date +%H:%M:%S)] Skipping (throttled)" ;;
"force") rm -f "$LAST_RUN_FILE"; check_compliance ;;
"status")
if [ -f "$ADR_FILE" ]; then
jq -r '"7sense Compliance: \(.overallCompliance)% | Compliant: \(.compliantCount)/\(.totalADRs)"' "$ADR_FILE"
else
echo "No ADR data available"
fi
;;
"details")
if [ -f "$ADR_FILE" ]; then
jq -r '.adrs | to_entries[] | "\(.key): \(.value.score)% - \(.value.title)"' "$ADR_FILE"
fi
;;
*) echo "Usage: $0 [run|check|force|status|details]" ;;
esac

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#!/bin/bash
# 7sense - DDD Progress Tracker Worker
# Tracks Domain-Driven Design implementation progress for bioacoustics platform
set -euo pipefail
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
PROJECT_ROOT="$(cd "$SCRIPT_DIR/../.." && pwd)"
METRICS_DIR="$PROJECT_ROOT/.claude-flow/metrics"
DDD_FILE="$METRICS_DIR/ddd-progress.json"
V3_PROGRESS="$METRICS_DIR/v3-progress.json"
LAST_RUN_FILE="$METRICS_DIR/.ddd-last-run"
mkdir -p "$METRICS_DIR"
# 7sense Bounded Contexts (from ADR-002)
DOMAINS=("audio-ingestion" "embedding" "vector-space" "learning" "analysis" "interpretation")
# Domain descriptions for display
declare -A DOMAIN_NAMES=(
["audio-ingestion"]="Audio Ingestion"
["embedding"]="Embedding"
["vector-space"]="Vector Space"
["learning"]="Learning"
["analysis"]="Analysis"
["interpretation"]="Interpretation"
)
should_run() {
if [ ! -f "$LAST_RUN_FILE" ]; then return 0; fi
local last_run=$(cat "$LAST_RUN_FILE" 2>/dev/null || echo "0")
local now=$(date +%s)
[ $((now - last_run)) -ge 600 ] # 10 minutes
}
check_domain() {
local domain="$1"
local domain_short="${domain//-/}"
# Possible paths for domain implementation
local crate_path="$PROJECT_ROOT/crates/sevensense-${domain//-/}"
local alt_crate_path="$PROJECT_ROOT/crates/sevensense-${domain}"
local domain_path="$PROJECT_ROOT/src/domains/$domain"
local alt_domain_path="$PROJECT_ROOT/src/domains/${domain//-/_}"
local score=0
# Check if domain directory exists (20 points)
local path=""
if [ -d "$crate_path" ]; then
path="$crate_path"
score=$((score + 20))
elif [ -d "$alt_crate_path" ]; then
path="$alt_crate_path"
score=$((score + 20))
elif [ -d "$domain_path" ]; then
path="$domain_path"
score=$((score + 20))
elif [ -d "$alt_domain_path" ]; then
path="$alt_domain_path"
score=$((score + 20))
fi
if [ -n "$path" ]; then
# Check for domain layer (15 points) - entities, aggregates, value objects
[ -d "$path/domain" ] || [ -d "$path/src/domain" ] || \
[ -f "$path/entities.rs" ] || [ -f "$path/src/entities.rs" ] && score=$((score + 15))
# Check for application layer (15 points) - use cases, services
[ -d "$path/application" ] || [ -d "$path/src/application" ] || \
[ -f "$path/services.rs" ] || [ -f "$path/src/services.rs" ] && score=$((score + 15))
# Check for infrastructure layer (15 points) - repositories, adapters
[ -d "$path/infrastructure" ] || [ -d "$path/src/infrastructure" ] || \
[ -f "$path/repository.rs" ] || [ -f "$path/src/repository.rs" ] && score=$((score + 15))
# Check for API/interface layer (10 points)
[ -d "$path/api" ] || [ -d "$path/src/api" ] || \
[ -f "$path/handlers.rs" ] || [ -f "$path/src/handlers.rs" ] && score=$((score + 10))
# Check for tests (15 points)
local test_count=$(find "$path" -name "*_test.rs" -o -name "*_tests.rs" -o -name "test_*.rs" 2>/dev/null | wc -l)
[ "$test_count" -gt 0 ] && score=$((score + 15))
# Check for module exports (10 points)
[ -f "$path/lib.rs" ] || [ -f "$path/mod.rs" ] || [ -f "$path/src/lib.rs" ] && score=$((score + 10))
fi
echo "$score"
}
count_artifacts() {
local pattern="$1"
find "$PROJECT_ROOT/crates" "$PROJECT_ROOT/src" -name "*.rs" 2>/dev/null | \
xargs grep -l "$pattern" 2>/dev/null | \
grep -v target | wc -l || echo "0"
}
track_ddd() {
echo "[$(date +%H:%M:%S)] Tracking 7sense DDD progress..."
local total_score=0
local domain_scores=""
local completed_domains=0
for domain in "${DOMAINS[@]}"; do
local score=$(check_domain "$domain")
total_score=$((total_score + score))
domain_scores="$domain_scores\"$domain\": $score, "
[ "$score" -ge 50 ] && completed_domains=$((completed_domains + 1))
done
# Calculate overall progress
local max_total=$((${#DOMAINS[@]} * 100))
local progress=$((total_score * 100 / max_total))
# Count 7sense DDD artifacts
local entities=$(count_artifacts "struct.*Recording\|struct.*CallSegment\|struct.*Embedding\|struct.*Cluster\|struct.*Taxon")
local value_objects=$(count_artifacts "struct.*Id\|struct.*Timestamp\|struct.*Metadata")
local aggregates=$(count_artifacts "impl.*Recording\|impl.*EvidencePack\|impl.*AnalysisSession")
local repositories=$(count_artifacts "trait.*Repository\|impl.*Repository")
local services=$(count_artifacts "struct.*Service\|impl.*Service")
local events=$(count_artifacts "enum.*Event\|struct.*Event\|DomainEvent")
# Write DDD metrics
cat > "$DDD_FILE" << EOF
{
"timestamp": "$(date -Iseconds)",
"project": "7sense",
"progress": $progress,
"domains": {
${domain_scores%,*}
},
"completed": $completed_domains,
"total": ${#DOMAINS[@]},
"boundedContexts": {
"audio-ingestion": "Recording capture, segmentation, preprocessing",
"embedding": "Perch 2.0 inference, vector normalization",
"vector-space": "HNSW indexing, similarity search",
"learning": "GNN training, pattern discovery",
"analysis": "Clustering, motif detection, sequences",
"interpretation": "RAB evidence packs, constrained generation"
},
"artifacts": {
"entities": $entities,
"valueObjects": $value_objects,
"aggregates": $aggregates,
"repositories": $repositories,
"services": $services,
"domainEvents": $events
}
}
EOF
# Update v3-progress.json if it exists
if [ -f "$V3_PROGRESS" ] && command -v jq &>/dev/null; then
jq --argjson progress "$progress" --argjson completed "$completed_domains" \
'.ddd.progress = $progress | .domains.completed = $completed' \
"$V3_PROGRESS" > "$V3_PROGRESS.tmp" 2>/dev/null && mv "$V3_PROGRESS.tmp" "$V3_PROGRESS"
fi
echo "[$(date +%H:%M:%S)] ✓ 7sense DDD: ${progress}% | Contexts: $completed_domains/${#DOMAINS[@]} | Entities: $entities | Services: $services"
date +%s > "$LAST_RUN_FILE"
}
case "${1:-check}" in
"run"|"track") track_ddd ;;
"check") should_run && track_ddd || echo "[$(date +%H:%M:%S)] Skipping (throttled)" ;;
"force") rm -f "$LAST_RUN_FILE"; track_ddd ;;
"status")
if [ -f "$DDD_FILE" ]; then
jq -r '"7sense DDD: \(.progress)% | Contexts: \(.completed)/\(.total) | Entities: \(.artifacts.entities) | Services: \(.artifacts.services)"' "$DDD_FILE"
else
echo "No DDD data available"
fi
;;
"contexts")
if [ -f "$DDD_FILE" ]; then
echo "7sense Bounded Contexts:"
jq -r '.boundedContexts | to_entries[] | " \(.key): \(.value)"' "$DDD_FILE"
fi
;;
"details")
if [ -f "$DDD_FILE" ]; then
echo "Domain Progress:"
jq -r '.domains | to_entries[] | " \(.key): \(.value)%"' "$DDD_FILE"
fi
;;
*) echo "Usage: $0 [run|check|force|status|contexts|details]" ;;
esac

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{
"hooks": {
"PreToolUse": [
{
"matcher": "^(Write|Edit|MultiEdit)$",
"hooks": [
{
"type": "command",
"command": "[ -n \"$TOOL_INPUT_file_path\" ] && npx @claude-flow/cli@latest hooks pre-edit --file \"$TOOL_INPUT_file_path\" 2>/dev/null || true",
"timeout": 5000,
"continueOnError": true
}
]
},
{
"matcher": "^Bash$",
"hooks": [
{
"type": "command",
"command": "[ -n \"$TOOL_INPUT_command\" ] && npx @claude-flow/cli@latest hooks pre-command --command \"$TOOL_INPUT_command\" 2>/dev/null || true",
"timeout": 5000,
"continueOnError": true
}
]
},
{
"matcher": "^Task$",
"hooks": [
{
"type": "command",
"command": "[ -n \"$TOOL_INPUT_prompt\" ] && npx @claude-flow/cli@latest hooks pre-task --task-id \"task-$(date +%s)\" --description \"$TOOL_INPUT_prompt\" 2>/dev/null || true",
"timeout": 5000,
"continueOnError": true
}
]
}
],
"PostToolUse": [
{
"matcher": "^(Write|Edit|MultiEdit)$",
"hooks": [
{
"type": "command",
"command": "[ -n \"$TOOL_INPUT_file_path\" ] && npx @claude-flow/cli@latest hooks post-edit --file \"$TOOL_INPUT_file_path\" --success \"${TOOL_SUCCESS:-true}\" 2>/dev/null || true",
"timeout": 5000,
"continueOnError": true
}
]
},
{
"matcher": "^Bash$",
"hooks": [
{
"type": "command",
"command": "[ -n \"$TOOL_INPUT_command\" ] && npx @claude-flow/cli@latest hooks post-command --command \"$TOOL_INPUT_command\" --success \"${TOOL_SUCCESS:-true}\" 2>/dev/null || true",
"timeout": 5000,
"continueOnError": true
}
]
},
{
"matcher": "^Task$",
"hooks": [
{
"type": "command",
"command": "[ -n \"$TOOL_RESULT_agent_id\" ] && npx @claude-flow/cli@latest hooks post-task --task-id \"$TOOL_RESULT_agent_id\" --success \"${TOOL_SUCCESS:-true}\" 2>/dev/null || true",
"timeout": 5000,
"continueOnError": true
}
]
}
],
"UserPromptSubmit": [
{
"hooks": [
{
"type": "command",
"command": "[ -n \"$PROMPT\" ] && npx @claude-flow/cli@latest hooks route --task \"$PROMPT\" || true",
"timeout": 5000,
"continueOnError": true
}
]
}
],
"SessionStart": [
{
"hooks": [
{
"type": "command",
"command": "npx @claude-flow/cli@latest daemon start --quiet 2>/dev/null || true",
"timeout": 5000,
"continueOnError": true
},
{
"type": "command",
"command": "[ -n \"$SESSION_ID\" ] && npx @claude-flow/cli@latest hooks session-restore --session-id \"$SESSION_ID\" 2>/dev/null || true",
"timeout": 10000,
"continueOnError": true
}
]
}
],
"Stop": [
{
"hooks": [
{
"type": "command",
"command": "echo '{\"ok\": true}'",
"timeout": 1000
}
]
}
],
"Notification": [
{
"hooks": [
{
"type": "command",
"command": "[ -n \"$NOTIFICATION_MESSAGE\" ] && npx @claude-flow/cli@latest memory store --namespace notifications --key \"notify-$(date +%s)\" --value \"$NOTIFICATION_MESSAGE\" 2>/dev/null || true",
"timeout": 3000,
"continueOnError": true
}
]
}
]
},
"statusLine": {
"type": "command",
"command": "npx @claude-flow/cli@latest hooks statusline 2>/dev/null || node .claude/helpers/statusline.cjs 2>/dev/null || echo \"▊ Claude Flow V3\"",
"refreshMs": 5000,
"enabled": true
},
"permissions": {
"allow": [
"Bash(npx claude-flow:*)",
"Bash(npx @claude-flow/cli:*)",
"mcp__claude-flow__:*"
],
"deny": []
},
"claudeFlow": {
"version": "3.0.0",
"project": "7sense",
"description": "Bioacoustics platform - transforming bird calls into navigable geometric space",
"enabled": true,
"modelPreferences": {
"default": "claude-opus-4-5-20251101",
"routing": "claude-3-5-haiku-20241022"
},
"swarm": {
"topology": "hierarchical-mesh",
"maxAgents": 12
},
"memory": {
"backend": "hybrid",
"enableHNSW": true,
"namespaces": ["patterns", "motifs", "species", "corrections"]
},
"neural": {
"enabled": true
},
"daemon": {
"autoStart": true,
"workers": [
"map",
"audit",
"optimize",
"consolidate",
"testgaps",
"ultralearn",
"deepdive",
"document",
"refactor",
"benchmark"
],
"schedules": {
"audit": {
"interval": "1h",
"priority": "critical"
},
"optimize": {
"interval": "30m",
"priority": "high"
},
"consolidate": {
"interval": "2h",
"priority": "low"
},
"document": {
"interval": "1h",
"priority": "normal",
"triggers": [
"adr-update",
"api-change"
]
},
"deepdive": {
"interval": "4h",
"priority": "normal",
"triggers": [
"complex-change"
]
},
"ultralearn": {
"interval": "1h",
"priority": "normal"
}
}
},
"learning": {
"enabled": true,
"autoTrain": true,
"patterns": [
"coordination",
"optimization",
"prediction",
"bioacoustic-clustering",
"motif-detection"
],
"retention": {
"shortTerm": "24h",
"longTerm": "30d"
}
},
"adr": {
"autoGenerate": true,
"directory": "/docs/adr",
"template": "madr",
"total": 9,
"adrs": [
"ADR-001: System Architecture",
"ADR-002: DDD Bounded Contexts",
"ADR-003: Security Architecture",
"ADR-004: Performance Optimization",
"ADR-005: Self-Learning & Hooks",
"ADR-006: Data Architecture",
"ADR-007: ML Inference Pipeline",
"ADR-008: API Design",
"ADR-009: Visualization & UI"
]
},
"ddd": {
"trackDomains": true,
"validateBoundedContexts": true,
"directory": "/docs/ddd",
"contexts": [
"audio-ingestion",
"embedding",
"vector-space",
"learning",
"analysis",
"interpretation"
],
"cratePrefix": "sevensense"
},
"security": {
"autoScan": true,
"scanOnEdit": true,
"cveCheck": true,
"threatModel": true,
"dataClassification": ["public", "research", "protected-species"]
},
"pipeline": {
"description": "Audio → Mel Spectrogram → Perch 2.0 → HNSW → GNN → RAB",
"embedding": {
"model": "perch-2.0",
"dimensions": 1536,
"sampleRate": 32000,
"windowSize": "5s"
},
"vectorSpace": {
"index": "HNSW",
"params": {
"M": 32,
"efConstruction": 200,
"efSearch": 128
}
},
"targets": {
"hnswSpeedup": "150x",
"queryLatency": "<100ms",
"ingestion": "10k vectors/sec"
}
}
}
}

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#!/bin/bash
# 7sense Bioacoustics Platform - Development Status Line
# Shows DDD bounded contexts, ADR compliance, and pipeline status
# Read Claude Code JSON input from stdin (if available)
CLAUDE_INPUT=$(cat 2>/dev/null || echo "{}")
# Get project directory from Claude Code input or use current directory
PROJECT_DIR=$(echo "$CLAUDE_INPUT" | jq -r '.workspace.project_dir // ""' 2>/dev/null)
if [ -z "$PROJECT_DIR" ] || [ "$PROJECT_DIR" = "null" ]; then
PROJECT_DIR=$(pwd)
fi
# File paths relative to project directory
DDD_METRICS="${PROJECT_DIR}/.claude-flow/metrics/ddd-progress.json"
ADR_METRICS="${PROJECT_DIR}/.claude-flow/metrics/adr-compliance.json"
SECURITY_AUDIT="${PROJECT_DIR}/.claude-flow/security/audit-status.json"
PERFORMANCE_METRICS="${PROJECT_DIR}/.claude-flow/metrics/performance.json"
# ANSI Color Codes
RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\033[0;33m'
BLUE='\033[0;34m'
PURPLE='\033[0;35m'
CYAN='\033[0;36m'
WHITE='\033[0;37m'
BOLD='\033[1m'
DIM='\033[2m'
RESET='\033[0m'
# Bright colors
BRIGHT_RED='\033[1;31m'
BRIGHT_GREEN='\033[1;32m'
BRIGHT_YELLOW='\033[1;33m'
BRIGHT_BLUE='\033[1;34m'
BRIGHT_PURPLE='\033[1;35m'
BRIGHT_CYAN='\033[1;36m'
# 7sense Architecture Targets
CONTEXTS_TOTAL=6 # Audio, Embedding, Vector, Learning, Analysis, Interpretation
ADRS_TOTAL=9 # ADR-001 through ADR-009
AGENTS_TARGET=12
PERF_TARGET="150x" # HNSW search improvement target
# Default values
CONTEXTS_COMPLETED=0
ADR_COMPLIANCE=0
ADRS_COMPLIANT=0
AGENTS_ACTIVE=0
DDD_PROGRESS=0
HNSW_SPEEDUP="--"
SECURITY_STATUS="PENDING"
# Get current git branch
GIT_BRANCH=""
if git rev-parse --is-inside-work-tree >/dev/null 2>&1; then
GIT_BRANCH=$(git branch --show-current 2>/dev/null || echo "")
fi
# Get GitHub username
GH_USER=""
if command -v gh >/dev/null 2>&1; then
GH_USER=$(gh api user --jq '.login' 2>/dev/null || echo "")
fi
if [ -z "$GH_USER" ]; then
GH_USER=$(git config user.name 2>/dev/null || echo "dev")
fi
# Check DDD bounded context progress
if [ -f "$DDD_METRICS" ]; then
CONTEXTS_COMPLETED=$(jq -r '.completed // 0' "$DDD_METRICS" 2>/dev/null || echo "0")
DDD_PROGRESS=$(jq -r '.progress // 0' "$DDD_METRICS" 2>/dev/null || echo "0")
else
# Check for actual domain directories (crates or src/domains)
CONTEXTS_COMPLETED=0
for ctx in audio embedding vector learning analysis interpretation; do
[ -d "$PROJECT_DIR/crates/sevensense-$ctx" ] && ((CONTEXTS_COMPLETED++)) && continue
[ -d "$PROJECT_DIR/src/domains/$ctx" ] && ((CONTEXTS_COMPLETED++))
done
fi
# Check ADR compliance
if [ -f "$ADR_METRICS" ]; then
ADR_COMPLIANCE=$(jq -r '.overallCompliance // 0' "$ADR_METRICS" 2>/dev/null || echo "0")
ADRS_COMPLIANT=$(jq -r '.compliantCount // 0' "$ADR_METRICS" 2>/dev/null || echo "0")
fi
# Check security status
if [ -f "$SECURITY_AUDIT" ]; then
SECURITY_STATUS=$(jq -r '.status // "PENDING"' "$SECURITY_AUDIT" 2>/dev/null || echo "PENDING")
fi
# Check performance metrics (HNSW speedup)
if [ -f "$PERFORMANCE_METRICS" ]; then
HNSW_SPEEDUP=$(jq -r '.hnsw.speedup // "--"' "$PERFORMANCE_METRICS" 2>/dev/null || echo "--")
fi
# Real-time swarm detection
ACTIVE_PROCESSES=$(ps aux 2>/dev/null | grep -E "(agentic-flow|claude-flow)" | grep -v grep | wc -l)
SWARM_ACTIVITY="${PROJECT_DIR}/.claude-flow/metrics/swarm-activity.json"
if [ -f "$SWARM_ACTIVITY" ]; then
DYNAMIC_AGENTS=$(jq -r '.swarm.agent_count // 0' "$SWARM_ACTIVITY" 2>/dev/null || echo "0")
[ "$DYNAMIC_AGENTS" -gt 0 ] && AGENTS_ACTIVE="$DYNAMIC_AGENTS"
elif [ "$ACTIVE_PROCESSES" -gt 0 ]; then
AGENTS_ACTIVE=$((ACTIVE_PROCESSES / 2))
[ "$AGENTS_ACTIVE" -eq 0 ] && AGENTS_ACTIVE=1
fi
# Context window usage
CONTEXT_PCT=0
CONTEXT_COLOR="${DIM}"
if [ "$CLAUDE_INPUT" != "{}" ]; then
CONTEXT_REMAINING=$(echo "$CLAUDE_INPUT" | jq '.context_window.remaining_percentage // null' 2>/dev/null)
if [ "$CONTEXT_REMAINING" != "null" ] && [ -n "$CONTEXT_REMAINING" ]; then
CONTEXT_PCT=$((100 - CONTEXT_REMAINING))
fi
if [ "$CONTEXT_PCT" -lt 50 ]; then
CONTEXT_COLOR="${BRIGHT_GREEN}"
elif [ "$CONTEXT_PCT" -lt 75 ]; then
CONTEXT_COLOR="${BRIGHT_YELLOW}"
else
CONTEXT_COLOR="${BRIGHT_RED}"
fi
fi
# Intelligence score from learning patterns
INTEL_SCORE=0
INTEL_COLOR="${DIM}"
PATTERNS_DB="${PROJECT_DIR}/.claude-flow/learning/patterns.db"
if [ -f "$PATTERNS_DB" ] && command -v sqlite3 &>/dev/null; then
PATTERN_COUNT=$(sqlite3 "$PATTERNS_DB" "SELECT COUNT(*) FROM short_term_patterns" 2>/dev/null || echo "0")
INTEL_SCORE=$((PATTERN_COUNT * 10))
[ "$INTEL_SCORE" -gt 100 ] && INTEL_SCORE=100
fi
if [ "$INTEL_SCORE" -lt 25 ]; then
INTEL_COLOR="${DIM}"
elif [ "$INTEL_SCORE" -lt 50 ]; then
INTEL_COLOR="${YELLOW}"
elif [ "$INTEL_SCORE" -lt 75 ]; then
INTEL_COLOR="${BRIGHT_CYAN}"
else
INTEL_COLOR="${BRIGHT_GREEN}"
fi
# Domain status indicators (6 bounded contexts)
COMPLETED_CTX="${BRIGHT_GREEN}${RESET}"
PENDING_CTX="${DIM}${RESET}"
CTX_STATUS="${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}"
case $CONTEXTS_COMPLETED in
1) CTX_STATUS="${COMPLETED_CTX}${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}" ;;
2) CTX_STATUS="${COMPLETED_CTX}${COMPLETED_CTX}${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}" ;;
3) CTX_STATUS="${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}${PENDING_CTX}${PENDING_CTX}${PENDING_CTX}" ;;
4) CTX_STATUS="${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}${PENDING_CTX}${PENDING_CTX}" ;;
5) CTX_STATUS="${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}${PENDING_CTX}" ;;
6) CTX_STATUS="${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}${COMPLETED_CTX}" ;;
esac
# Security status color
SECURITY_ICON="🔴"
SECURITY_COLOR="${BRIGHT_RED}"
if [ "$SECURITY_STATUS" = "CLEAN" ]; then
SECURITY_ICON="🟢"
SECURITY_COLOR="${BRIGHT_GREEN}"
elif [ "$SECURITY_STATUS" = "AUDIT" ]; then
SECURITY_ICON="🟡"
SECURITY_COLOR="${BRIGHT_YELLOW}"
fi
# ADR compliance color
ADR_COLOR="${BRIGHT_GREEN}"
if [ "$ADR_COMPLIANCE" -lt 50 ]; then
ADR_COLOR="${RED}"
elif [ "$ADR_COMPLIANCE" -lt 75 ]; then
ADR_COLOR="${YELLOW}"
fi
# Swarm status color
AGENTS_COLOR="${BRIGHT_GREEN}"
if [ "$AGENTS_ACTIVE" -lt 4 ]; then
AGENTS_COLOR="${YELLOW}"
fi
if [ "$AGENTS_ACTIVE" -eq 0 ]; then
AGENTS_COLOR="${DIM}"
fi
# Activity indicator
ACTIVITY_INDICATOR="${DIM}${RESET}"
if [ "$ACTIVE_PROCESSES" -gt 0 ]; then
ACTIVITY_INDICATOR="${BRIGHT_GREEN}${RESET}"
fi
# Model name from Claude Code input
MODEL_NAME=""
if [ "$CLAUDE_INPUT" != "{}" ]; then
MODEL_NAME=$(echo "$CLAUDE_INPUT" | jq -r '.model.display_name // ""' 2>/dev/null)
fi
# Memory display
MEMORY_DISPLAY="--"
NODE_MEM=$(ps aux 2>/dev/null | grep -E "(node|claude)" | grep -v grep | awk '{sum += $6} END {print int(sum/1024)}')
if [ -n "$NODE_MEM" ] && [ "$NODE_MEM" -gt 0 ]; then
MEMORY_DISPLAY="${NODE_MEM}MB"
fi
# Format values with padding
CONTEXT_DISPLAY=$(printf "%3d" "$CONTEXT_PCT")
INTEL_DISPLAY=$(printf "%3d" "$INTEL_SCORE")
AGENT_DISPLAY=$(printf "%2d" "$AGENTS_ACTIVE")
ADR_DISPLAY=$(printf "%3d" "$ADR_COMPLIANCE")
DDD_DISPLAY=$(printf "%3d" "$DDD_PROGRESS")
# Build output
OUTPUT=""
# Header: 7sense + Branch + User
OUTPUT="${BOLD}${BRIGHT_CYAN}▊ 7sense${RESET} ${DIM}bioacoustics${RESET}"
OUTPUT="${OUTPUT} ${BRIGHT_PURPLE}${GH_USER}${RESET}"
if [ -n "$GIT_BRANCH" ]; then
OUTPUT="${OUTPUT} ${DIM}${RESET} ${BRIGHT_BLUE}${GIT_BRANCH}${RESET}"
fi
if [ -n "$MODEL_NAME" ]; then
OUTPUT="${OUTPUT} ${DIM}${RESET} ${PURPLE}${MODEL_NAME}${RESET}"
fi
# Separator
OUTPUT="${OUTPUT}\n${DIM}──────────────────────────────────────────────────────────${RESET}"
# Line 1: DDD Bounded Contexts (6 total)
DDD_COLOR="${BRIGHT_GREEN}"
[ "$DDD_PROGRESS" -lt 50 ] && DDD_COLOR="${YELLOW}"
[ "$DDD_PROGRESS" -eq 0 ] && DDD_COLOR="${RED}"
OUTPUT="${OUTPUT}\n${BRIGHT_CYAN}🎵 DDD Contexts${RESET} [${CTX_STATUS}] ${DDD_COLOR}${CONTEXTS_COMPLETED}${RESET}/${BRIGHT_WHITE}${CONTEXTS_TOTAL}${RESET}"
OUTPUT="${OUTPUT} ${CYAN}ADR${RESET} ${ADR_COLOR}${ADR_DISPLAY}%${RESET} (${ADRS_COMPLIANT}/${ADRS_TOTAL})"
# Line 2: Swarm + Performance + Security
OUTPUT="${OUTPUT}\n${BRIGHT_YELLOW}🐝 Swarm${RESET} ${ACTIVITY_INDICATOR}[${AGENTS_COLOR}${AGENT_DISPLAY}${RESET}/${BRIGHT_WHITE}${AGENTS_TARGET}${RESET}]"
OUTPUT="${OUTPUT} ${CYAN}HNSW${RESET} ${BRIGHT_GREEN}${HNSW_SPEEDUP}${RESET}${BRIGHT_YELLOW}${PERF_TARGET}${RESET}"
OUTPUT="${OUTPUT} ${SECURITY_ICON} ${SECURITY_COLOR}${SECURITY_STATUS}${RESET}"
OUTPUT="${OUTPUT} ${CONTEXT_COLOR}📂 ${CONTEXT_DISPLAY}%${RESET}"
OUTPUT="${OUTPUT} ${INTEL_COLOR}🧠 ${INTEL_DISPLAY}%${RESET}"
# Line 3: Architecture Components
OUTPUT="${OUTPUT}\n${BRIGHT_PURPLE}🔧 Pipeline${RESET} ${DIM}Audio→Mel→Perch→HNSW→GNN→RAB${RESET}"
OUTPUT="${OUTPUT} ${CYAN}Mem${RESET} ${BRIGHT_CYAN}${MEMORY_DISPLAY}${RESET}"
# Footer separator
OUTPUT="${OUTPUT}\n${DIM}──────────────────────────────────────────────────────────${RESET}"
printf "%b\n" "$OUTPUT"