Atsushi Kubo

Corpus Hub contributor since 2026-10-22

Atsushi Kubo'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

8files

414lines

★ 1GitHub stars on repo

Totals across every corpus @atsushikubo-idos 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 intelligence-dynamics-architecture corpus

atsushikubo-idos/intelligence-dynamics-architecture: An open trajectory-centered architecture for intelligence, interoperability, and co-evolution in the age of AI/ASI

Look up how intelligence-dynamics-architecture implements active-inference, ai-governance, ai-safety, with answers cited to file and line.
Reuse a worked example: the commit “Add cross-domain trajectory observation prototype v0.5” (8 files · Python).
Answer from intelligence-dynamics-architecture's real Python source instead of memory (AI, prompts and agents).

Example questions

Where does intelligence-dynamics-architecture handle “Add cross-domain trajectory observation prototype v0.5”?
How does intelligence-dynamics-architecture implement active-inference?
What does implementation do in intelligence-dynamics-architecture?

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

Search the GitHub repository atsushikubo-idos/intelligence-dynamics-architecture with XERJ (https://hub.xerj.org/corpus/atsushikubo-idos--intelligence-dynamics-architecture).
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/atsushikubo-idos/intelligence-dynamics-architecture intelligence-dynamics-architecture && git -C intelligence-dynamics-architecture checkout 6c4cc67c7df2cb7950ec79cc068e03201d548795
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./intelligence-dynamics-architecture --url http://127.0.0.1:9200 --prefix intelligence-dynamics-ar --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 atsushikubo-idos--intelligence-dynamics-architecture · AI, prompts and agents
Related corpora: camel, atomic-agents, aruintelligence/aml-core, semantica-agi/semantica
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 1

atsushikubo-idos/intelligence-dynamics-architecture

6c4cc67c7d Add cross-domain trajectory observation prototype v0.5

selected commit: 8 files · 414 lines · Python · implementation

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

selected · in licence reviewcorpus atsushikubo-idos--intelligence-dynamics-architectureAIApache-2.0active-inferenceai-governanceai-safetyartificial-intelligencecognitive-architecturecomplex-systems 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/atsushikubo-idos/badge.svg)](https://hub.xerj.org/contributors/atsushikubo-idos)

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.