Nicholas Driyadis Tjoe
Nicholas Driyadis Tjoe'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 @ponskigila-hub 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 Kronos corpus
ponskigila-hub/Kronos: Kronos is the first open-source foundation model built specifically for financial candlesticks (K-lines), trained on data from over 45…
- Look up how Kronos implements ai, chatbot, data-analysis, with answers cited to file and line.
- Reuse a worked example: the commit “improve forecasting results and file cleaning” (12 files · Python).
- Answer from Kronos's real Python source instead of memory (AI, prompts and agents).
- Where does Kronos handle “improve forecasting results and file cleaning”?
- How does Kronos implement ai?
- What does webapp do in Kronos?
Search the GitHub repository ponskigila-hub/Kronos with XERJ (https://hub.xerj.org/corpus/ponskigila-hub--kronos). 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/ponskigila-hub/Kronos Kronos && git -C Kronos checkout e3262f0c612516452b254ac040f547b0c6bf865e 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./Kronos --url http://127.0.0.1:9200 --prefix kronos --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 ponskigila-hub--kronos · AI, prompts and agents
Related corpora: adalflow, cognita, rio-labs/rio, Amz34/ai-data-analyst
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
ponskigila-hub/Kronos
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/ponskigila-hub)
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.