l1871276598-dotcom /

research-agent-memory

Local-first, auditable, human-governed memory and learning layer for AI agents

A new way for AI to search for data
View on GitHub
1GitHub stars

Python

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit b7cf5cfdd8 (2026-10-22).

Selected work

林森
@l1871276598-dotcom

“implement ADR-007 Heuristic Pattern Engine, Mode…”. 14 files, 1,550 lines in tests, src/models, src/learning_loop.

Licence

The repository

MIT

Checked by a person at the pinned commit.

The XERJ corpus

MIT, with credit

The author agreed by email on 2026-10-22. Same terms as the repository. Answers name the repo, the commit and the file:line.

in licence reviewnot in the hub yetsuggested use: adapt with attribution

agent-memoryai-agentscodexhuman-in-the-looplocal-firstmcpobsidianpython

Example questions

The prompt

Paste it into your AI agent. It clones l1871276598-dotcom/research-agent-memory at the pinned commit and indexes it on your machine.

Search the GitHub repository l1871276598-dotcom/research-agent-memory with XERJ (https://hub.xerj.org/corpus/l1871276598-dotcom--research-agent-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/l1871276598-dotcom/research-agent-memory research-agent-memory && git -C research-agent-memory checkout b7cf5cfdd80f8ff7f57feab3fba8c4ef9f0e8f46
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./research-agent-memory --url http://127.0.0.1:9200 --prefix research-agent-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.

Related

林森AI, prompts and agents corporaagnofastmcpxerj-blogpostsBuzburg/SwarmojoOpenMachineLabs/openmachinedevYRPauli/looma

Selected work and consent: the XERJ registry.