Files
wifi-densepose/.claude/helpers/guidance-hooks.sh
Claude 6ed69a3d48 feat: Complete Rust port of WiFi-DensePose with modular crates
Major changes:
- Organized Python v1 implementation into v1/ subdirectory
- Created Rust workspace with 9 modular crates:
  - wifi-densepose-core: Core types, traits, errors
  - wifi-densepose-signal: CSI processing, phase sanitization, FFT
  - wifi-densepose-nn: Neural network inference (ONNX/Candle/tch)
  - wifi-densepose-api: Axum-based REST/WebSocket API
  - wifi-densepose-db: SQLx database layer
  - wifi-densepose-config: Configuration management
  - wifi-densepose-hardware: Hardware abstraction
  - wifi-densepose-wasm: WebAssembly bindings
  - wifi-densepose-cli: Command-line interface

Documentation:
- ADR-001: Workspace structure
- ADR-002: Signal processing library selection
- ADR-003: Neural network inference strategy
- DDD domain model with bounded contexts

Testing:
- 69 tests passing across all crates
- Signal processing: 45 tests
- Neural networks: 21 tests
- Core: 3 doc tests

Performance targets:
- 10x faster CSI processing (~0.5ms vs ~5ms)
- 5x lower memory usage (~100MB vs ~500MB)
- WASM support for browser deployment
2026-01-13 03:11:16 +00:00

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#!/bin/bash
# Guidance Hooks for Claude Flow V3
# Provides context and routing for Claude Code operations
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
PROJECT_ROOT="$(cd "$SCRIPT_DIR/../.." && pwd)"
CACHE_DIR="$PROJECT_ROOT/.claude-flow"
# Ensure cache directory exists
mkdir -p "$CACHE_DIR" 2>/dev/null || true
# Color codes
CYAN='\033[0;36m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
RED='\033[0;31m'
RESET='\033[0m'
DIM='\033[2m'
# Get command
COMMAND="${1:-help}"
shift || true
case "$COMMAND" in
pre-edit)
FILE_PATH="$1"
if [[ -n "$FILE_PATH" ]]; then
if [[ "$FILE_PATH" =~ (config|secret|credential|password|key|auth) ]]; then
echo -e "${YELLOW}[Guidance] Security-sensitive file${RESET}"
fi
if [[ "$FILE_PATH" =~ ^v3/ ]]; then
echo -e "${CYAN}[Guidance] V3 module - follow ADR guidelines${RESET}"
fi
fi
exit 0
;;
post-edit)
FILE_PATH="$1"
echo "$(date -Iseconds) edit $FILE_PATH" >> "$CACHE_DIR/edit-history.log" 2>/dev/null || true
exit 0
;;
pre-command)
COMMAND_STR="$1"
if [[ "$COMMAND_STR" =~ (rm -rf|sudo|chmod 777) ]]; then
echo -e "${RED}[Guidance] High-risk command${RESET}"
fi
exit 0
;;
route)
TASK="$1"
[[ -z "$TASK" ]] && exit 0
if [[ "$TASK" =~ (security|CVE|vulnerability) ]]; then
echo -e "${DIM}[Route] security-architect${RESET}"
elif [[ "$TASK" =~ (memory|AgentDB|HNSW|vector) ]]; then
echo -e "${DIM}[Route] memory-specialist${RESET}"
elif [[ "$TASK" =~ (performance|optimize|benchmark) ]]; then
echo -e "${DIM}[Route] performance-engineer${RESET}"
elif [[ "$TASK" =~ (test|TDD|spec) ]]; then
echo -e "${DIM}[Route] test-architect${RESET}"
fi
exit 0
;;
session-context)
cat << 'EOF'
## V3 Development Context
**Architecture**: Domain-Driven Design with 15 @claude-flow modules
**Priority**: Security-first (CVE-1, CVE-2, CVE-3 remediation)
**Performance Targets**:
- HNSW search: 150x-12,500x faster
- Flash Attention: 2.49x-7.47x speedup
- Memory: 50-75% reduction
**Active Patterns**:
- Use TDD London School (mock-first)
- Event sourcing for state changes
- agentic-flow@alpha as core foundation
- Bounded contexts with clear interfaces
**Code Quality Rules**:
- Files under 500 lines
- No hardcoded secrets
- Input validation at boundaries
- Typed interfaces for all public APIs
**Learned Patterns**: 17 available for reference
EOF
exit 0
;;
user-prompt)
exit 0
;;
*)
exit 0
;;
esac