Edward Shchigolev
Edward Shchigolev'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 @shigorefu 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 thruflow corpus
shigorefu/thruflow: Apple-first focus and task progress tracker for macOS, iPhone, iPad, and Apple Watch
- Look up how thruflow implements ios, ipados, macos, with answers cited to file and line.
- Reuse a worked example: the commit “Add task times and opt-in reminders across Apple clients” (28 files · Swift).
- Answer from thruflow's real Swift source instead of memory (Web and frontend platform).
- Where does thruflow handle “Add task times and opt-in reminders across Apple clients”?
- How does thruflow implement ios?
- What does ThruFlow do in thruflow?
Search the GitHub repository shigorefu/thruflow with XERJ (https://hub.xerj.org/corpus/shigorefu--thruflow). 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/shigorefu/thruflow thruflow && git -C thruflow checkout 5907759faefa637c5b5c182877f20d620f2ff3d1 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./thruflow --url http://127.0.0.1:9200 --prefix thruflow --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: AGPL-3.0. Read it for the approach only, do not copy code.
corpus shigorefu--thruflow · Web and frontend platform
Related corpora: mkcert, choosealicense-data, skar404/slowth, zamai/open-habit
Case study: reference coding for agents
Selected work
shigorefu/thruflow
Apple-first focus and task progress tracker for macOS, iPhone, iPad, and Apple Watch
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/shigorefu)
Included with the author's permission (email, 2026-10-27), 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.