feat: Add parking lot line marking system spec (Serkan use case)

Comprehensive hardware + software spec for SAUL-TEE autonomous parking
lot striping system. Covers paint dispensing hardware, control electronics
(solenoid/relay/GPIO), RTK GPS positioning strategy, ROS2 node architecture,
MQTT topics, and parking lot templates (ADA, standard, angled, symbols).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

docs/PARKING-MARKING-SPEC.md

@@ -0,0 +1,534 @@
+# Parking Lot Line Marking System — Hardware + Software Spec
+
+**Platform:** SAUL-TEE Robot  
+**Use case:** Serkan — Autonomous parking lot striping  
+**Author:** mark (parking marking agent)  
+**Date:** 2026-04-07  
+**Status:** Draft v1.0
+
+---
+
+## Table of Contents
+
+1. [System Overview](#1-system-overview)
+2. [Paint Dispensing Hardware](#2-paint-dispensing-hardware)
+3. [Control Electronics](#3-control-electronics)
+4. [Positioning Strategy](#4-positioning-strategy)
+5. [Software Architecture](#5-software-architecture)
+6. [Parking Lot Templates](#6-parking-lot-templates)
+7. [Bill of Materials](#7-bill-of-materials)
+8. [Safety](#8-safety)
+9. [Open Items](#9-open-items)
+
+---
+
+## 1. System Overview
+
+SAUL-TEE autonomously traverses a parking lot surface while a rear-mounted paint dispensing system sprays crisp lines. The Jetson Orin drives RTK-corrected path following via differential VESC drive. The ESP32 IO board triggers a solenoid valve via relay on demand. Lines are generated from a layout file (SVG or JSON) and executed as a sequence of waypoints with paint-on/off events.
+
+```
+[Layout File] → [Layout Planner node]
+                      ↓
+              [Path Follower node] ← RTK/UWB pose
+                      ↓
+              [Paint Controller node] → GPIO → relay → solenoid → spray
+```
+
+---
+
+## 2. Paint Dispensing Hardware
+
+### 2.1 Spray Mechanism — Selected: Pressurized Airless Canister
+
+Three options evaluated:
+
+| Option | Pros | Cons | Verdict |
+|--------|------|------|---------|
+| **Pressurized aerosol canister** | Cheap, no pump, self-contained, easy swap | ~500 mL, limited volume, cold-sensitive | **Selected for v1** |
+| Airless diaphragm pump + reservoir | Large capacity, refillable, consistent | Pump adds complexity, power draw ~3 A | v2 option |
+| Gravity-fed dip tube | Simple, zero power | Requires height differential, drips on stop | Rejected |
+
+**v1 approach:** Modified professional marking paint canister (e.g., Rustoleum Marking Chalk, inverted-spray capable) + normally-closed solenoid valve inline with canister outlet tube. Canister pressure (~50 PSI) propels paint through the solenoid to a fan nozzle aimed at the ground.
+
+### 2.2 Nozzle Selection
+
+| Line Width | Nozzle | Tip Orifice | Height from Ground | Notes |
+|------------|--------|-------------|-------------------|-------|
+| 4" standard parking line | Flat fan 40° | 0.017" | 8–10 cm | Covers standard stripe width at 50 PSI |
+| 2" detail / curb line | Flat fan 20° | 0.013" | 6–8 cm | Narrower pattern |
+| 6" fire lane | Flat fan 65° | 0.021" | 10–12 cm | Wide spray, lower pressure preferred |
+
+**Recommended nozzle:** Graco RAC X 515 (flat fan, 10" fan width at 12" height) for 4" lines. Reversible tip for unclogging.
+
+**Critical:** Nozzle tip height must be fixed relative to ground. Spring-loaded mount or rigid bracket set to calibrated height.
+
+### 2.3 Solenoid Valve
+
+- **Type:** Normally-closed (NC) 12 V DC solenoid valve
+- **Body:** Brass or stainless, 1/4" NPT female ports
+- **Pressure rating:** ≥ 100 PSI (canister runs at ~50 PSI)
+- **Response time:** < 20 ms open/close (critical for line start/stop accuracy)
+- **Current draw:** ~500 mA @ 12 V when open
+- **Recommended part:** U.S. Solid USS-MSV00006 1/4" NC 12 V (≈ $18) or equivalent
+
+**Flyback diode:** 1N4007 across solenoid coil terminals (cathode to +12 V).
+
+### 2.4 Paint Reservoir / Canister Mount
+
+**v1 — Inverted aerosol canister:**
+- Standard 17 oz / 500 mL marking paint canister (inverted nozzle type)
+- Custom bracket: 3 mm aluminum plate, two 3" U-bolt clamps for canister body
+- Mount behind rear castor, centered on robot longitudinal axis
+- Canister outlet → 1/4" OD PTFE tube → solenoid → nozzle
+
+**v2 — Refillable reservoir:**
+- 2 L HDPE pressure pot (Harbor Freight or similar, ~$35)
+- External 12 V mini air compressor regulating to 30–60 PSI
+- Float-level sensor (reed switch) for paint level monitoring
+
+### 2.5 Mounting Bracket
+
+```
+Top rail (80/20 T-slot or robot frame)
+    │
+    ├─── Canister bracket (rear, vertical, above castor)
+    │         U-bolts × 2 clamping canister body
+    │         QD fitting for tube swap
+    │
+    └─── Nozzle arm (extends aft ~200 mm, 50 mm above ground target height)
+              Adjustable height slot (bolt + lock nut)
+              Solenoid mounted inline, protected by splash shield
+```
+
+**Key dimension:** Nozzle center is 150 mm behind rear axle center. This offset is compensated in software — spray-on is triggered when the nozzle position (not robot center) reaches the line start point.
+
+### 2.6 Power Requirements
+
+| Component | Voltage | Current | Source |
+|-----------|---------|---------|--------|
+| Solenoid valve | 12 V | 0.5 A peak (intermittent) | Robot 12 V rail |
+| Relay module | 5 V logic, 12 V switched | < 50 mA control | 5 V rail via IO GPIO |
+| RTK GPS module | 5 V | 100–200 mA | 5 V rail |
+| (v2) Mini compressor | 12 V | 3–5 A | Direct from 36 V via 12 V DC-DC |
+
+Total paint system power budget: **< 1 A continuous** (solenoid duty cycle ~20%).
+
+---
+
+## 3. Control Electronics
+
+### 3.1 Signal Chain: Orin → Spray
+
+```
+Jetson Orin (ROS2 node)
+    │  publishes /paint/cmd (Bool)
+    │
+[CAN or MQTT] ← preferred: direct GPIO on Orin Jetson 40-pin header
+    │
+Orin GPIO pin (3.3 V logic)
+    │
+Level shifter (3.3 V → 5 V) [optional, if relay module needs 5 V]
+    │
+5 V relay module (optocoupler isolated, SPDT, 10 A contacts)
+    │  NO contact → +12 V
+    │  COM → solenoid +
+    │  solenoid − → GND
+    │
+Solenoid valve (NC, 12 V)
+    │
+Spray nozzle
+```
+
+### 3.2 Jetson Orin GPIO
+
+The Jetson Orin Nano / AGX Orin 40-pin expansion header exposes GPIOs via `Jetson.GPIO` Python library or `/sys/class/gpio`.
+
+| Signal | Orin Pin | GPIO # | Notes |
+|--------|----------|--------|-------|
+| SPRAY_EN | Pin 11 | GPIO09 (Tegra SOC) | Active high → relay ON → solenoid opens |
+| ESTOP_IN | Pin 12 | GPIO08 | Monitor hardware kill switch state |
+
+Use `Jetson.GPIO` in ROS2 node:
+```python
+import Jetson.GPIO as GPIO
+SPRAY_PIN = 11
+GPIO.setmode(GPIO.BOARD)
+GPIO.setup(SPRAY_PIN, GPIO.OUT, initial=GPIO.LOW)
+GPIO.output(SPRAY_PIN, GPIO.HIGH)  # spray on
+GPIO.output(SPRAY_PIN, GPIO.LOW)   # spray off
+```
+
+### 3.3 ESP32 IO Board — Alternative / Backup Path
+
+If direct Orin GPIO is not preferred, route through the IO board.
+
+**Available IO pins (from SAUL-TEE-SYSTEM-REFERENCE.md):**
+
+| GPIO | Current Use | Available? |
+|------|-------------|-----------|
+| IO14 | Horn/buzzer | Yes (shared, low duty) |
+| IO15 | Headlight | Yes (can multiplex) |
+| **IO16** | Fan (if ELRS not fitted) | **Yes — recommended for spray relay** |
+
+**Recommended:** IO16 on ESP32 IO board → relay → solenoid.
+
+Add new UART message type for spray control:
+
+```
+IO Board extension — TYPE 0x04: SPRAY_CMD
+Payload: uint8 enable (0=off, 1=on), uint16 duration_ms (0=indefinite)
+```
+
+Orin sends via MQTT → ESP32 MQTT bridge → UART to IO board → GPIO16.
+
+### 3.4 Safety Interlocks
+
+| Condition | Action |
+|-----------|--------|
+| E-STOP (RC CH6 > 1500 µs) | IO board immediately pulls IO16 LOW (spray off) before forwarding FAULT to BALANCE |
+| Tilt > ±25° | BALANCE sends FAULT → Orin paint controller kills spray |
+| Robot velocity = 0 (stationary) | paint_controller node holds spray off (prevents puddles) |
+| RC loss > 100 ms | FAULT propagated → spray off |
+| MQTT disconnected > 5 s | paint_controller enters SAFE mode, spray off |
+
+**IO board firmware addition:** In the FAULT frame handler (TYPE 0x03), ensure IO16 is driven LOW before sending any FAULT frame upward. Zero-latency interlock at MCU level.
+
+### 3.5 Flow Rate Sensor (Optional — v2)
+
+- **Type:** YF-S201 Hall-effect flow sensor, 1/2" inline
+- **Signal:** Pulse output, 7.5 pulses per mL
+- **Connected to:** IO board I2C bus interrupt pin or free GPIO
+- **Purpose:** Detect clog (rate drops to zero during spray command), estimate paint consumed
+
+---
+
+## 4. Positioning Strategy
+
+### 4.1 Accuracy Requirements
+
+| Parameter | Requirement | Rationale |
+|-----------|-------------|-----------|
+| Lateral position error | < ±2 cm | 4" (10 cm) line — 2 cm error leaves 3 cm margin |
+| Heading error | < ±0.5° | Over 20 m line, 0.5° heading error = 17 cm drift — marginal but acceptable with frequent corrections |
+| Longitudinal (along-line) error | < ±5 cm | Controls spray on/off timing |
+| Update rate | ≥ 5 Hz | At 0.3 m/s robot speed, 5 Hz gives 6 cm per update |
+
+**Conclusion:** Phone GPS (±5 m) alone is **insufficient**. RTK GPS (±2 cm) is required for production use.
+
+### 4.2 RTK GPS Module
+
+**Recommended:** u-blox ZED-F9P (standalone RTK receiver)
+
+| Spec | Value |
+|------|-------|
+| RTK accuracy (fixed) | 1 cm + 1 ppm horizontal |
+| Heading (dual antenna) | 0.3° RMS |
+| Update rate | 10 Hz (RTK), 20 Hz raw |
+| Interface | UART (NMEA + UBX), USB |
+| Power | 5 V, ~150 mA |
+| Module board | SparkFun GPS-RTK2 (ZED-F9P) ~$250, or ArduSimple simpleRTK2B ~$200 |
+
+**NTRIP correction source:** Use a local CORS network or set up a second ZED-F9P base station at a known point on the parking lot boundary. Base → Orin NTRIP client → RTK corrections to rover.
+
+**Antenna placement:** Center of robot, clear sky view. Keep > 30 cm from metal frame edges.
+
+### 4.3 Dual Antenna Heading (Moving Baseline RTK)
+
+Use two ZED-F9P modules (or one ZED-F9P + ZED-F9H) with antennas at robot front and rear, separated by ≥ 50 cm. This gives direct heading from GPS — no magnetometer drift issues.
+
+| Antenna separation | Heading accuracy |
+|-------------------|-----------------|
+| 50 cm | ~1.1° RMS |
+| 100 cm | ~0.57° RMS |
+| 150 cm | ~0.38° RMS |
+
+**Recommended:** 100 cm baseline along robot longitudinal axis → heading accuracy 0.57° RMS.
+
+### 4.4 Sensor Fusion Architecture
+
+```
+[ZED-F9P RTK rover] ── UART ──→ robot_localization EKF
+[Phone GPS MQTT bridge]  ──────→ (fallback, coarse)
+[UWB tag]  ────────────────────→ (near base station, ±2 cm augment)
+[IMU - QMI8658 via CAN 0x400]──→ dead reckoning between GPS updates
+                                       ↓
+                              /saltybot/pose (geometry_msgs/PoseWithCovarianceStamped)
+```
+
+- **robot_localization** (ROS2 EKF node) fuses GPS + IMU
+- RTK GPS is primary when fixed; covariance set high when float/no fix
+- UWB active near parking lot entry/exit points (anchor infrastructure needed)
+- Phone GPS used for coarse positioning only, filtered out when RTK fixed
+
+### 4.5 Wheel Odometry
+
+At 0.3 m/s nominal painting speed, the VESC RPM telemetry (CAN 0x401) provides ~1 cm odometry resolution. Combine with IMU heading for dead-reckoning between RTK updates.
+
+---
+
+## 5. Software Architecture
+
+### 5.1 ROS2 Node Graph
+
+```
+/layout_planner
+    Reads: layout JSON file
+    Publishes: /paint/path (nav_msgs/Path), /paint/zones (PaintZone[])
+
+/path_follower
+    Subscribes: /paint/path, /saltybot/pose
+    Publishes: /cmd_vel (geometry_msgs/Twist) → CAN 0x300 bridge
+    Algorithm: Pure Pursuit with adaptive lookahead (0.3 m at low speed)
+
+/paint_controller
+    Subscribes: /saltybot/pose, /paint/zones
+    Publishes: /paint/spray_cmd (std_msgs/Bool) → GPIO
+    Logic: nozzle-offset compensation, edge start/stop, velocity interlock
+
+/rtk_bridge
+    Reads: ZED-F9P UART (NMEA GGA, UBX-NAV-PVT)
+    Publishes: /gps/fix (sensor_msgs/NavSatFix), /gps/heading (Float64)
+
+/paint_monitor (MQTT bridge)
+    Bridges: /paint/status → MQTT saltybot/mark/status
+    Bridges: MQTT saltybot/mark/cmd → /paint/cmd
+```
+
+### 5.2 MQTT Topics
+
+| Topic | Direction | Payload | Description |
+|-------|-----------|---------|-------------|
+| `saltybot/mark/status` | Orin → broker | JSON | Current state: pose, spray_state, progress_pct, paint_remaining |
+| `saltybot/mark/cmd` | broker → Orin | JSON | Commands: start, stop, pause, load_layout |
+| `saltybot/mark/layout` | broker → Orin | JSON | Full layout upload |
+| `saltybot/mark/fault` | Orin → broker | JSON | Fault events: e-stop, gps_lost, clog_detected |
+| `saltybot/mark/spray` | Orin → ESP32 IO | `{"en":1}` | Direct spray relay command (fallback path) |
+
+### 5.3 Layout File Format (JSON)
+
+```json
+{
+  "version": 1,
+  "origin": {"lat": 37.4219983, "lon": -122.084},
+  "lines": [
+    {
+      "id": "row_A_space_1_left",
+      "type": "stripe",
+      "width_mm": 100,
+      "start": {"x_m": 0.0, "y_m": 0.0},
+      "end": {"x_m": 5.5, "y_m": 0.0}
+    }
+  ],
+  "symbols": [
+    {
+      "id": "hc_symbol_1",
+      "type": "handicap_iso",
+      "center": {"x_m": 12.0, "y_m": 2.3},
+      "heading_deg": 0
+    }
+  ]
+}
+```
+
+Coordinates are in a local ENU (East-North-Up) frame anchored at `origin`.
+
+### 5.4 path_follower — Pure Pursuit
+
+```python
+class PathFollower(Node):
+    LOOKAHEAD = 0.35       # m — tunable
+    MAX_SPEED = 0.3        # m/s during painting
+    NOZZLE_OFFSET = -0.15  # m aft of rear axle
+
+    def compute_cmd_vel(self, pose, path):
+        # Find lookahead point on path
+        # Compute curvature κ = 2*sin(α) / L
+        # angular_vel = κ * linear_vel
+        ...
+```
+
+**Speed:** 0.3 m/s nominal (≈ 1 ft/s). At this speed, 100 m line ≈ 5.5 min.
+
+### 5.5 paint_controller — Spray Logic
+
+```python
+NOZZLE_OFFSET_M = -0.15  # nozzle is 15 cm behind robot center (rear)
+
+def nozzle_pose(robot_pose):
+    # Project robot pose backward by offset along heading
+    ...
+
+def on_pose_update(self, pose):
+    nozzle = nozzle_pose(pose)
+    # Check if nozzle is within any active paint zone
+    in_zone = any(zone.contains(nozzle) for zone in self.active_zones)
+    # Velocity interlock: must be moving > 0.05 m/s
+    moving = self.current_speed > 0.05
+    spray = in_zone and moving and not self.fault
+    self.set_spray(spray)
+```
+
+### 5.6 Integration with Existing Nodes
+
+| Existing node | Integration point |
+|---------------|------------------|
+| `ios_gps_bridge` (Issue #681) | Provides fallback /gps/fix when RTK not fixed |
+| VESC CAN bridge | path_follower publishes to /cmd_vel → existing bridge forwards to CAN 0x300 |
+| `saul_tee_driver` | Subscribes /cmd_vel — no changes needed |
+| UWB tag node | robot_localization already fuses UWB range — paint system uses same /pose topic |
+
+---
+
+## 6. Parking Lot Templates
+
+All templates follow **MUTCD (Manual on Uniform Traffic Control Devices)** and **ADA** standards.
+
+### 6.1 Standard Dimensions
+
+| Space Type | Width | Depth | Line Width | Notes |
+|------------|-------|-------|-----------|-------|
+| Standard | 9 ft (2.74 m) | 18 ft (5.49 m) | 4 in (102 mm) | Most common |
+| Compact | 8 ft (2.44 m) | 16 ft (4.88 m) | 4 in | Must be labeled |
+| ADA accessible | 13 ft (3.96 m) | 18 ft | 4 in | Includes 5' access aisle |
+| Van accessible | 16 ft (4.88 m) | 18 ft | 4 in | 8' space + 8' aisle |
+| Fire lane | varies | — | 6 in (152 mm) | Red or yellow, MUTCD |
+
+### 6.2 Stall Angle Templates
+
+| Angle | Module width | Drive aisle |
+|-------|-------------|------------|
+| 90° (perpendicular) | 9.0 ft stall + 9.0 ft module | 24 ft two-way |
+| 60° angled | 10.4 ft module | 18 ft one-way |
+| 45° angled | 12.7 ft module | 13 ft one-way |
+| Parallel | 23 ft length | 12 ft one-way |
+
+### 6.3 Symbol Templates
+
+#### Handicap Symbol (ISA — International Symbol of Access)
+
+Standard 60" × 60" (1.52 m × 1.52 m) wheelchair figure, blue paint. Consists of:
+- Head circle: 6" diameter
+- Body and wheel segments: 4–6" strokes
+
+Robot approach: rasterize ISA symbol into a grid of parallel stripe passes at 2" nozzle width, ~30 passes per symbol.
+
+#### Arrow Templates
+
+| Type | Dimensions | Use |
+|------|-----------|-----|
+| Straight arrow | 6" wide × 36" long shaft + 18" head | One-way lane |
+| Curved arrow | 6" wide, 10 ft radius | Turn lane |
+| Double-headed | 6" wide | Two-way reminder |
+
+#### Fire Lane Markings
+
+- "FIRE LANE — NO PARKING" text: 12" tall letters, 4" stroke
+- Red curb paint: continuous stripe, 6" wide on curb face (robot with angle-mounted nozzle)
+- MUTCD crosshatch: 6" lines at 45°, 18" spacing
+
+### 6.4 Layout Design Tool (CLI)
+
+A Python script `tools/parking_layout.py` will generate a layout JSON from simple parameters:
+
+```bash
+# Generate a 10-space 90° lot section
+python tools/parking_layout.py \
+  --type 90deg \
+  --spaces 10 \
+  --rows 2 \
+  --origin 37.4219983,-122.084 \
+  --output lot_A.json
+
+# Preview as SVG
+python tools/parking_layout.py --input lot_A.json --svg lot_A.svg
+```
+
+---
+
+## 7. Bill of Materials
+
+### 7.1 Paint Dispensing System
+
+| Item | Part / Source | Qty | Unit Cost | Total |
+|------|--------------|-----|-----------|-------|
+| Inverted marking paint canister (Rustoleum Professional) | Home Depot / Rustoleum | 4 | $8 | $32 |
+| NC solenoid valve 12 V 1/4" NPT | U.S. Solid / Amazon | 1 | $18 | $18 |
+| 5 V single-channel relay module | Amazon | 1 | $5 | $5 |
+| Graco RAC X 515 reversible tip | Paint supply | 1 | $25 | $25 |
+| 1/4" OD PTFE tubing (1 m) | Amazon | 1 | $8 | $8 |
+| 1/4" NPT push-to-connect fittings | Amazon | 4 | $3 | $12 |
+| 1N4007 flyback diode | electronics | 2 | $0.10 | $1 |
+| 3 mm aluminum plate (bracket stock) | Metal supermarket | 1 | $15 | $15 |
+| M5 hardware (bolts, nuts, standoffs) | — | lot | $5 | $5 |
+| 80/20 T-slot bracket 10-series | 80/20 Inc. | 2 | $8 | $16 |
+| PTFE thread tape | — | 1 | $2 | $2 |
+| Splash shield (acrylic 3 mm) | — | 1 | $5 | $5 |
+| **Subtotal — paint system** | | | | **$144** |
+
+### 7.2 Positioning (RTK GPS)
+
+| Item | Part / Source | Qty | Unit Cost | Total |
+|------|--------------|-----|-----------|-------|
+| u-blox ZED-F9P RTK board (rover) | SparkFun GPS-RTK2 | 1 | $250 | $250 |
+| u-blox ZED-F9P RTK board (base) | SparkFun GPS-RTK2 | 1 | $250 | $250 |
+| Survey GNSS antenna (L1/L2) | SparkFun / u-blox | 2 | $65 | $130 |
+| SMA cable (3 m) | Amazon | 2 | $12 | $24 |
+| USB-A to USB-C cable (Orin) | — | 1 | $8 | $8 |
+| **Subtotal — RTK GPS** | | | | **$662** |
+
+### 7.3 Software / Labor
+
+All software is open-source / in-house. No licensing cost.
+
+### 7.4 Total Estimated BOM
+
+| Category | Cost |
+|----------|------|
+| Paint dispensing system | $144 |
+| RTK GPS system | $662 |
+| Contingency (10%) | $81 |
+| **Total** | **$887** |
+
+---
+
+## 8. Safety
+
+### 8.1 Paint Hazard
+
+- Aerosol paint is flammable. Keep robot battery terminals isolated from paint canister.
+- Ensure ventilation if operating in enclosed areas.
+- Overspray: operate only in calm wind conditions (< 10 mph / 16 km/h).
+
+### 8.2 Electrical Safety
+
+- Relay module must be rated for 12 V / 1 A minimum (solenoid inrush).
+- Flyback diode mandatory across solenoid coil — unclamped kickback can damage relay contacts and IO GPIO.
+- Fuse solenoid 12 V line with a 2 A polyfuse.
+
+### 8.3 Operational Safety
+
+- Never enable autonomous movement unless lot is clear.
+- Use RC ESTOP (CH6) as immediate abort — confirm IO board firmware pulls spray pin LOW in FAULT handler.
+- Run at max 0.5 m/s with human observer for initial field trials.
+- Paint-on while stationary is locked out in software (puddle prevention).
+
+---
+
+## 9. Open Items
+
+| # | Item | Owner | Priority |
+|---|------|-------|----------|
+| 1 | Confirm Orin GPIO pin accessibility (40-pin header on Jetson Orin Nano vs AGX) | mark / hal | High |
+| 2 | Source RTK CORS network credentials for target parking lot area | Serkan | High |
+| 3 | Determine parking lot GPS coordinates / anchor point for origin | Serkan | High |
+| 4 | Fabricate aluminum canister bracket + nozzle arm | Serkan / mech | Medium |
+| 5 | Write IO board firmware extension (TYPE 0x04 SPRAY_CMD) | mark | Medium |
+| 6 | Implement `tools/parking_layout.py` layout designer | mark | Medium |
+| 7 | Field test RTK fix acquisition time in target lot (tree/building multipath) | mark | Medium |
+| 8 | Calibrate nozzle offset constant (15 cm assumed — measure actual) | mark | Low |
+| 9 | Evaluate YF-S201 flow sensor for clog detection (v2) | mark | Low |
+
+---
+
+*Spec written by mark — parking lot marking agent.*  
+*Questions/corrections → MQTT: `saltybot/mark/status` or open GitHub issue in saltylab-firmware.*