open-pipi
Open-source, token-frugal agents for real teams: private memory, shared packs, your hardware
What XERJ indexed
Snapshot
The whole repository at commit 06c1a9035b (2026-10-24). main is 1 commit ahead.
Selected work
“add validated structured state and state-first retrieva…”. 14 files, 1,592 lines in src/core, src/skills, src/scripts.
Licence
The repository
LICENSE file checked at the pinned commit; the author agreed to inclusion.
The XERJ corpus
The author agreed by email on 2026-10-25. Same terms as the repository. Answers name the repo, the commit and the file:line.
selected for the XERJ Corpus Hublicence clearedsuggested use: adapt with attribution
agent-runtimeai-agentsnodejsopen-sourceraspberry-piself-hostedteam-assistanttelegram-bot
Example questions
- How does open-pipi implement agent-runtime?
- What does src/core do in open-pipi?
- Show the ai-agents code in open-pipi.
Inside the indexed corpus
- 395 files, 3.5 MB in total, about 9.1 KB per file.
- The selected commit changed 14 of those files (3.5%).
- Languages by size: TypeScript 97.5%, JavaScript 1.9%, CSS 0.3%, HTML 0.2%, Dockerfile 0.1%.
- On GitHub since 2026-07-06, last push 2026-10-24, 139 commits on main.
- The pin is 1 commit behind main; the corpus answers from the pinned code, not the newest.
Licence on GitHub and in the corpus
GitHub reported MIT for amyotoff/open-pipi on 2026-10-29, and the LICENSE file at commit 06c1a9035b was reviewed as MIT. They match, so answers from this corpus carry the same terms as the live repository.
Contributors
Alex Amyote (@amyotoff) has 1 selected repository on the hub.
Using XERJ with open-pipi
- RAG without a vector database: one hybrid index The hub files it under AI, prompts and agents.
- ripgrep vs a code index for coding agents: 30 tasks
- Best MCP servers for local code search in 2026, compared
- Best grep alternative for AI coding agents (2026)
The prompt
Paste it into your AI agent. It clones amyotoff/open-pipi at the pinned commit and indexes it on your machine.
Search the GitHub repository amyotoff/open-pipi with XERJ (https://hub.xerj.org/corpus/amyotoff--open-pipi). 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/amyotoff/open-pipi open-pipi && git -C open-pipi checkout 06c1a9035b013be552104011c280dcc2554c7918 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./open-pipi --url http://127.0.0.1:9200 --prefix open-pipi --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
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Stats: GitHub API, fetched 2026-10-29. Snapshot: the git tree at the pinned commit. Selected work and consent: the XERJ registry.