Toctsu

Toctsu

Corpus Hub contributor since 2026-11-01

Toctsu'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
6files
622lines
★ 4GitHub stars on repo

Totals across every corpus @Toctsu 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 dsh-full-life-memory corpus

Toctsu/dsh-full-life-memory: A biomimetic memory plugin for DeepSeek Harness. Folds context into token clues and reconstructs memories, enabling infinite conversations…

Example questions
Paste it into your AI agent. It clones the repo at the pinned commit and indexes it on your machine.
Search the GitHub repository Toctsu/dsh-full-life-memory with XERJ (https://hub.xerj.org/corpus/toctsu--dsh-full-life-memory).
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/Toctsu/dsh-full-life-memory dsh-full-life-memory && git -C dsh-full-life-memory checkout 03b487ef2925f729356d49f497974c8ac1e9bb3b
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./dsh-full-life-memory --url http://127.0.0.1:9200 --prefix dsh-full-life-memory --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 toctsu--dsh-full-life-memory · AI, prompts and agents
Related corpora: 12-factor-agents, agno, jidekaixin2dian/dsh-toolgate, justhalfbit/dsh-plugin-memory
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 4

Toctsu/dsh-full-life-memory

dcfd936b08 feat: add scene-specific overrides (qqbot, wechat, etc.)
selected commit: 6 files · 622 lines · JavaScript, TypeScript · the project root, test

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

live on the hub · licence clearedcorpus toctsu--dsh-full-life-memoryAIMITcontext-windowdeepseek-harnessdsh-pluginllmmemory agreed 2026-11-01
XERJ Corpus Hub contributor badge
[![XERJ Corpus Hub contributor](https://hub.xerj.org/contributors/Toctsu/badge.svg)](https://hub.xerj.org/contributors/Toctsu)

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.