NoRefund
Offline LLM cost calculator and token calculator with real tokenizers, for PDF, DOCX and PPTX files. Real context-window fit, API cost estimates. Nothing leaves your machine
What XERJ indexed
Snapshot
The whole repository at commit 27a9462290. It is the newest commit on main.
Selected work
Licence
The repository
LICENSE file checked at the pinned commit; the author agreed to inclusion.
The XERJ corpus
The owner added it on hub.xerj.org after signing in with GitHub, on 2026-10-29. 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
ai-toolscontext-windowcost-calculatordesktop-appllmllm-costllmopsoffline
Example questions
- How does NoRefund implement ai-tools?
- Show the context-window code in NoRefund.
Inside the indexed corpus
- 250 files, 1.5 MB in total, about 6.1 KB per file.
- Languages by size: TypeScript 44.8%, Python 39.8%, HTML 7.8%, CSS 6.9%, Inno Setup 0.3%.
- On GitHub since 2026-06-24, last push 2026-10-20, 248 commits on main.
Licence on GitHub and in the corpus
GitHub reported MIT for Phantom-VK/NoRefund on 2026-10-31, and the LICENSE file at commit 27a9462290 was reviewed as MIT. They match, so answers from this corpus carry the same terms as the live repository.
Contributors
Vikramaditya Khupse (@Phantom-VK) has 3 selected repositories on the hub.
Their other repository pages: Phantom-VK/MyPortfolio, GajananPalepwad/TheFreeVideoEditor.
Using XERJ with NoRefund
- RAG without a vector database: one hybrid index The hub files it under AI, prompts and agents.
- Best grep alternative for AI coding agents (2026)
- Ask questions about a GitHub repo without cloning it
- Index a reference library for a coding agent
The prompt
Paste it into your AI agent. It clones Phantom-VK/NoRefund at the pinned commit and indexes it on your machine.
Search the GitHub repository Phantom-VK/NoRefund with XERJ (https://hub.xerj.org/corpus/phantom-vk--norefund). 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/Phantom-VK/NoRefund NoRefund && git -C NoRefund checkout 27a9462290aa7a656094843343a4bc138ffbc375 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./NoRefund --url http://127.0.0.1:9200 --prefix norefund --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
Vikramaditya KhupseAI, prompts and agents corpora12-factor-agentscognitagiskardrodrigogs/whats-readermtvrkan/vivePDFlidge-jun/opencodex
Stats: GitHub API, fetched 2026-10-31. Snapshot: the git tree at the pinned commit. Selected work and consent: the XERJ registry.