KemengHuang

Corpus Hub contributor since 2026-10-21

KemengHuang'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.

1corpus

1selected commit

13files

323lines

★ 342GitHub stars on repo

Totals across every corpus @KemengHuang 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 libuipc corpus

spiriMirror/libuipc: A Modern Python and C++20 Library of Unified Incremental Potential Contact

Reuse a worked example: the commit “enable external forces with independent masks” (13 files · Python, C++).
Answer from libuipc's real Python source instead of memory (API design and specification).

Example questions

Where does libuipc handle “enable external forces with independent masks”?
What does python do in libuipc?

Paste it into your AI agent. It clones the repo at the pinned commit and indexes it on your machine.

Search the GitHub repository spiriMirror/libuipc with XERJ (https://hub.xerj.org/corpus/spirimirror--libuipc).
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/spiriMirror/libuipc libuipc && git -C libuipc checkout bfa4a2de1b9fd1c2989566c7f806defc630376dd
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./libuipc --url http://127.0.0.1:9200 --prefix libuipc --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: Apache-2.0. Keep the copyright notice and credit the authors.

corpus spirimirror--libuipc · API design and specification
Related corpora: openapi-spec, prism, swagger-ui, asyncapi-spec-json-schemas
Search an OpenAPI spec from an agent · Case study: reference coding for agents

Selected work

GitHub ★ 342

spiriMirror/libuipc

bfa4a2de1b fix(constitution): enable external forces with independent masks

selected commit: 13 files · 323 lines · Python, C++ · python, src/constitution, src/pybind

The corpus is the whole repository at the pinned commit, not only the files of the selected commit.

selected · in licence reviewcorpus spirimirror--libuipcAPIApache-2.0 agreed 2026-10-21

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.

[![XERJ Corpus Hub contributor](https://hub.xerj.org/contributors/KemengHuang/badge.svg)](https://hub.xerj.org/contributors/KemengHuang)

Included with the author's permission (email, 2026-10-21), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.