ManGia
ManGia'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 @ManfuG 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 HanPit corpus
ManfuG/HanPit: Offline Chinese learning for Android and web: FSRS-6 flashcards, Mandarin audio, grammar, readings, progressive HSK tests and portable…
- Look up how HanPit implements android, capacitor, chinese-learning, with answers cited to file and line.
- Reuse a worked example: the commit “Polish Android entry and compact study screens” (7 files · TypeScript).
- Answer from HanPit's real TypeScript source instead of memory (Web and frontend platform).
- Where does HanPit handle “Polish Android entry and compact study screens”?
- How does HanPit implement android?
- What does src do in HanPit?
Search the GitHub repository ManfuG/HanPit with XERJ (https://hub.xerj.org/corpus/manfug--hanpit). 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/ManfuG/HanPit HanPit && git -C HanPit checkout febde2ac261f47df1b553a847c09d185372803a1 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./HanPit --url http://127.0.0.1:9200 --prefix hanpit --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 manfug--hanpit · Web and frontend platform
Related corpora: jubayer00j/noma, silicq/ordkort
Case study: reference coding for agents
Selected work
ManfuG/HanPit
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.
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/ManfuG)
Included with the author's permission (email, 2026-10-22), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.