mcu-rtt-debugger

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MCU online debugging skill using SEGGER J-Link RTT for automated log collection and AI-driven analysis. Use when users need to debug embedded MCU firmware, collect RTT logs, analyze runtime behavior, or get AI feedback on firmware execution status. Triggers on phrases like "start debugging", "check MCU logs", "online debug", "RTT logs", "analyze firmware", or "run tests on MCU".

ruiwarn By ruiwarn schedule Updated 1/15/2026

name: mcu-rtt-debugger description: MCU online debugging skill using SEGGER J-Link RTT for automated log collection and AI-driven analysis. Use when users need to debug embedded MCU firmware, collect RTT logs, analyze runtime behavior, or get AI feedback on firmware execution status. Triggers on phrases like "start debugging", "check MCU logs", "online debug", "RTT logs", "analyze firmware", or "run tests on MCU".

MCU RTT Debugger

Automated MCU debugging skill using SEGGER J-Link RTT. Enables headless log collection, analysis, and AI-driven feedback without GUI dependencies.

Prerequisites

  • J-Link Software: JLinkRTTLogger must be installed and in PATH
  • Hardware: J-Link debugger connected via SWD/JTAG
  • Firmware: Target MCU must have RTT initialized (SEGGER_RTT)

Verify installation:

which JLinkRTTLogger || echo "JLinkRTTLogger not found in PATH"

Quick Start

1. Start RTT Log Collection

python scripts/rtt_control.py start \
  --device STM32F103C8 \
  --speed 4000 \
  --channel 0 \
  --output /tmp/rtt_latest.log

2. Wait and Collect Logs

# Run for 30 seconds, then stop
python scripts/rtt_control.py start --device STM32F103C8 --duration 30

3. Analyze Logs

python scripts/analyze_log.py /tmp/rtt_latest.log

Available Scripts

scripts/rtt_control.py

RTT log collection control. Run with --help for full options.

Key Commands:

  • start - Start RTT log collection
  • stop - Stop running RTT session
  • status - Check if RTT is running

Parameters:

Parameter Description Default
--device MCU device name (e.g., STM32F103C8) Required
--interface Debug interface (SWD/JTAG) SWD
--speed SWD clock speed in kHz 4000
--channel RTT Up Channel number 0
--output Log output file path /tmp/rtt_latest.log
--duration Auto-stop after N seconds None (manual)
--background Run in background mode False

scripts/analyze_log.py

Log analysis and AI feedback generation. Run with --help for full options.

Key Options:

  • --last-seconds N - Analyze only last N seconds
  • --last-lines N - Analyze only last N lines
  • --format json|text - Output format
  • --summary - Generate executive summary only

Typical Workflow

When user says: "Start online debugging for 30 seconds, check if code runs correctly"

Execute this workflow:

  1. Start RTT collection in background

    python scripts/rtt_control.py start \
      --device <MCU_DEVICE> \
      --duration 30 \
      --background
    
  2. Wait for collection to complete (or manually stop early)

  3. Analyze collected logs

    python scripts/analyze_log.py /tmp/rtt_latest.log --summary
    
  4. Report findings with structured conclusion:

    • Runtime status: PASS / FAIL / UNSTABLE
    • Error summary (if any)
    • Debugging recommendations

Log Format Convention

For optimal AI analysis, firmware should follow the structured log format. See references/log_format.md for detailed specification.

Required Prefixes:

  • [BOOT] - Boot/initialization messages
  • [STAT] - Status/statistics
  • [TEST] - Test results
  • [ERR] - Errors
  • [ASSERT] - Assertion failures
  • [FAULT] - HardFault/system faults

Recommended Key-Value Format:

[TEST] name=spi_dma result=pass
[ERR] type=i2c_nack addr=0x68
[STAT] loop_hz=998 heap_free=4096

Error Handling

Scenario Script Behavior
J-Link not connected Exit with clear error message
MCU not responding Retry 3 times, then report failure
RTT not initialized Report "RTT control block not found"
MCU reset during logging Attempt to re-attach automatically

Analysis Output Example

{
  "status": "FAIL",
  "duration_seconds": 30,
  "summary": {
    "boot_detected": true,
    "tests_run": 5,
    "tests_passed": 4,
    "tests_failed": 1,
    "errors_count": 2,
    "faults_detected": false
  },
  "errors": [
    {"type": "i2c_nack", "addr": "0x68", "count": 2, "first_seen": "00:15.234"}
  ],
  "failed_tests": [
    {"name": "i2c_sensor_read", "reason": "timeout"}
  ],
  "recommendation": "I2C communication failure detected. Check I2C bus connections and pull-up resistors. Verify device at address 0x68 is powered and responding."
}

Extending This Skill

Future enhancements (not in current scope):

  • Auto flash firmware before debugging
  • Multi-channel RTT support
  • CI/HIL test integration
  • Automated reset/retry cycles
Install via CLI
npx skills add https://github.com/ruiwarn/skills --skill mcu-rtt-debugger
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