flight-debrief

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Post-flight debrief for N720AK. Capture squawks, performance observations, engine notes, and upload flight data to analysis services.

sritchie By sritchie schedule Updated 3/6/2026

name: flight-debrief description: Post-flight debrief for N720AK. Capture squawks, performance observations, engine notes, and upload flight data to analysis services. argument-hint: [flight notes or "upload"] user-invocable: true

Flight Debrief

Capture post-flight observations and route data to the right places.

Input

$ARGUMENTS

Steps

Capturing flight notes:

  1. Ask about the flight (only what's relevant — don't interrogate):

    • Any squawks or discrepancies? (→ squawks.tsv)
    • Engine behavior — temps, pressures, anything unusual?
    • Fuel burn — total gallons, flight time?
    • Weather or performance notes worth recording?
  2. Log any squawks per the squawk skill workflow

  3. Note any maintenance items triggered by the flight:

    • Approaching an oil change interval?
    • Anything that needs attention before next flight?

Uploading flight data:

N720AK records flight data on the Dynon SkyView HDX SD card. The data lives in CSV files.

To extract data from Dynon:

  1. Remove the SD card from the SkyView HDX
  2. Copy the CSV files to the computer
  3. The main files are:
    • C_ENGINE.CSV — engine monitor data (CHT, EGT, oil temp/pressure, fuel flow, etc.)
    • C_FLIGHT.CSV — flight track data (GPS, altitude, airspeed)

Upload to SavvyAnalysis (engine health trending):

  • Go to https://savvyanalysis.com
  • Log in, click "Upload Files"
  • Upload C_ENGINE.CSV (compress to ZIP if large)
  • SavvyAnalysis auto-parses Dynon format
  • Review the flight in their analysis tool for CHT/EGT trends

Upload to FlySto (full flight analysis + ADSB debrief):

  • Go to https://www.flysto.net
  • Log in, click upload / import
  • Upload the Dynon data log CSV
  • FlySto provides: flight track replay, engine data overlay, near-ADSB-traffic analysis, altimeter setting validation
  • Note: FlySto may show duplicate flights if you re-upload the full circular log file. Upload only new data or delete duplicates in the FlySto UI.

Neither service has a public API — uploads must be done through the browser. Claude cannot automate these uploads, but can:

  • Remind you to upload after each flight
  • Help interpret SavvyAnalysis results once you share them
  • Help analyze Dynon CSV files locally using scripts in scripts/

Local analysis:

If the user provides a Dynon CSV file path, Claude can analyze it directly:

  • Fuel pressure analysis: uv run --with numpy --with matplotlib python3 scripts/regulator_diagnostic.py /path/to/log.csv
  • CHT/EGT spread analysis (can be built on request)
  • Fuel burn calculations
Install via CLI
npx skills add https://github.com/sritchie/N720AK --skill flight-debrief
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