Kuuchi

Corpus Hub contributor since 2026-10-22

Kuuchi'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

11files

960lines

★ 1GitHub stars on repo

Totals across every corpus @Nanporo 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 Saiu-Bot corpus

Nanporo/Saiu-Bot: Nanporo/Saiu-Bot (Python)

Reuse a worked example: the commit “update 4.2.2” (11 files · Python).
Answer from Saiu-Bot's real Python source instead of memory (API design and specification).

Example questions

Where does Saiu-Bot handle “update 4.2.2”?
What does cogs do in Saiu-Bot?

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

Search the GitHub repository Nanporo/Saiu-Bot with XERJ (https://hub.xerj.org/corpus/nanporo--saiu-bot).
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/Nanporo/Saiu-Bot Saiu-Bot && git -C Saiu-Bot checkout 2040c08182ce0e9cfd5af6f746dd4179dca13d79
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./Saiu-Bot --url http://127.0.0.1:9200 --prefix saiu-bot --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 nanporo--saiu-bot · API design and specification
Related corpora: openapi-moonwalk, protovalidate, asyncapi-bindings, serverless-workflow-spec
Search an OpenAPI spec from an agent · Case study: reference coding for agents

Selected work

GitHub ★ 1

Nanporo/Saiu-Bot

2040c08182 update 4.2.2

selected commit: 11 files · 960 lines · Python · cogs, modules, the project root

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

selected · in licence reviewcorpus nanporo--saiu-botAPIAGPL-3.0 agreed 2026-10-22

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/Nanporo/badge.svg)](https://hub.xerj.org/contributors/Nanporo)

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.