Project-Liberty
My central library for ongoing technical study and programming practice
What XERJ indexed
Snapshot
The whole repository at commit 5a83a985ff (2026-10-27). main is 7 commits ahead.
Selected work
“add wandb skill files; also modify cv.md for accuracy; also res…”. 4 files, 666 lines in ai-workflows.
Licence
The repository
LICENSE file checked at the pinned commit; the author agreed to inclusion.
The XERJ corpus
The author agreed by email on 2026-10-27. 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
Example questions
- What does ai-workflows do in Project-Liberty?
Inside the indexed corpus
- 9,420 files, 136.5 MB in total, about 14.8 KB per file.
- The selected commit changed 4 of those files.
- Languages by size: Jupyter Notebook 62.8%, Kotlin 25.3%, HTML 7%, Haskell 2.2%, C++ 1.2%.
- On GitHub since 2025-08-20, last push 2026-10-31, 409 commits on main.
- The pin is 7 commits behind main; the corpus answers from the pinned code, not the newest.
Licence on GitHub and in the corpus
GitHub reported MIT for Ice-Citron/Project-Liberty on 2026-10-31, and the LICENSE file at commit 5a83a985ff was reviewed as MIT. They match, so answers from this corpus carry the same terms as the live repository.
Contributors
Shi Hao (@Ice-Citron) has 1 selected repository on the hub.
Using XERJ with Project-Liberty
- Search Jupyter notebooks (.ipynb) and the .py beside them Jupyter Notebook is 62.8% of the code by size.
- Index a monorepo so your agent stops reading the whole repo The pinned tree has 9,420 files.
- Search an OpenAPI spec so an agent can find endpoints The hub files it under API design and specification.
- ripgrep vs a code index for coding agents: 30 tasks
The prompt
Paste it into your AI agent. It clones Ice-Citron/Project-Liberty at the pinned commit and indexes it on your machine.
Search the GitHub repository Ice-Citron/Project-Liberty with XERJ (https://hub.xerj.org/corpus/ice-citron--project-liberty). 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/Ice-Citron/Project-Liberty Project-Liberty && git -C Project-Liberty checkout 5a83a985fffccc3aec85672cafbf4508ce3aff37 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./Project-Liberty --url http://127.0.0.1:9200 --prefix project-liberty --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
Shi HaoAPI design and specification corporagemini-cookbookanthropic-cookbookkubernetes-communitylablnet/agentic-ai-workshopVEST-Tokamak/vaftPericena/shoe_counter_ai
Stats: GitHub API, fetched 2026-10-31. Snapshot: the git tree at the pinned commit. Selected work and consent: the XERJ registry.