Dave Walker
Dave Walker's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.
Totals across every corpus @davewalker5 appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.
What an agent can do with the ADS-B-BaseStationReader corpus
davewalker5/ADS-B-BaseStationReader: Local-first ADS-B aircraft observation workspace with live tracking, observation sessions, historical analysis, and transient aviation…
- Look up how ADS-B-BaseStationReader implements ads-b, aircraft, aviation, with answers cited to file and line.
- Answer from ADS-B-BaseStationReader's real source instead of memory (Databases and storage engines).
- How does ADS-B-BaseStationReader implement ads-b?
Search the GitHub repository davewalker5/ADS-B-BaseStationReader with XERJ (https://hub.xerj.org/corpus/davewalker5--ads-b-basestationreader). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/davewalker5/ADS-B-BaseStationReader ADS-B-BaseStationReader && git -C ADS-B-BaseStationReader checkout 52e212948ce1ac753ad2b1162e0d690e94adbd83 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./ADS-B-BaseStationReader --url http://127.0.0.1:9200 --prefix ads-b-basestationreader --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: MIT. Keep the copyright notice and credit the authors.
corpus davewalker5--ads-b-basestationreader · Databases and storage engines
Related corpora: avro, thrift, umbertotechnopreneur/WorkTrail, acta-dotnet/acta
Case study: reference coding for agents
Selected work
davewalker5/ADS-B-BaseStationReader
Local-first ADS-B aircraft observation workspace with live tracking, observation sessions, historical analysis, and transient aviation context
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/FossilTracker
A personal fossil collection catalogue with taxonomy, provenance, geological context, and specimen management, built with Python, SQLite, Streamlit and Datasette
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/ChromatophoreSimulator
An experimental graphical model inspired by cephalopod chromatophores and dynamic skin patterning
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/OctopusController
An octopus-inspired simulation of distributed arm control, local sensing, obstacle avoidance and grasping
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/FishTrack
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/LogSpiral
Exploring shell form through computational growth: procedural models of growth trajectories, aperture geometry, whorl interaction, and internal shell architecture
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/MolecularClockSimulation
A Python toolkit for simulating sequence evolution and exploring molecular clock algorithms
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/NatureRecorderPy
Wildlife sightings recorder written in Python and using Flask to implement a simple web UI
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/OdeSolver
A simple, flexible tool for exploring ordinary differential equation models and visualising their behaviour
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/PlateLibrary
A simple, SQLite-backed plate library for microscopy investigations, with lightweight tools for data entry, exploration, and export
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/RC2014
Programs, experiments and utilities exploring what can be done with an RC2014 Mini II Z80-based Single Board Computer (SBC)
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/ReefFrame
A Python desktop app for enhancing, stabilising, converting and preparing underwater action-camera footage using FFmpeg
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/SpectrogramViewer
Command-line tool for analysing bat recordings, combining noise reduction, waveform/spectrogram views, and pulse-level call analysis
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
davewalker5/StromatoliteGrowth
Exploring stromatolite formation through computational growth: process-based models of microbial growth, sediment deposition, environmental forcing and layered structure
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Sign in with GitHub or Hugging Face to see more: every selected commit in full (commit date, every folder, licence review state, pin) and the pack builds of each corpus.
[](https://hub.xerj.org/contributors/davewalker5)
Included with the author's permission (email, 2026-10-26), under each repository's own licence, with attribution. Own more repositories? Sign in with GitHub and add them. Want something removed? Reply to the email, withdraw it on /add, or open an issue on xerj-org/xerj.