Serch
Serch'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 @ssserch 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 Kaint corpus
ssserch/Kaint: Paint.NET-like editor for Linux (and Windows)
- Look up how Kaint implements linux, cpp, cpp20, with answers cited to file and line.
- Reuse a worked example: the commit “modified the UI” (61 files · C++, JavaScript).
- Answer from Kaint's real C++ source instead of memory (API design and specification).
- Where does Kaint handle “modified the UI”?
- How does Kaint implement linux?
- What does src/app do in Kaint?
Search the GitHub repository ssserch/Kaint with XERJ (https://hub.xerj.org/corpus/ssserch--kaint). 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/ssserch/Kaint Kaint && git -C Kaint checkout c70eb08f2960eed4890af341cf1a625e67da8fe1 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./Kaint --url http://127.0.0.1:9200 --prefix kaint --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: GPL-3.0. Read it for the approach only, do not copy code.
corpus ssserch--kaint · API design and specification
Related corpora: brpc, nghttp2, morfredus/ant-renamer-qt, Univers4craft/paint.software
Search an OpenAPI spec from an agent · Case study: reference coding for agents
Selected work
ssserch/Kaint
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/ssserch)
Included with the author's permission (email, 2026-11-01), 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.