Francesco Candela

Corpus Hub contributor since 2026-10-19

Francesco Candela'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

926lines

★ 1GitHub stars on repo

Totals across every corpus @Korvonordico 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 quotient-claude-tokens corpus

Korvonordico/quotient-claude-tokens: Token Quotient: know what a Claude Code or Hermes job will cost before it starts. Quotes in three levels with your 5-hour and weekly…

Look up how quotient-claude-tokens implements budget, claude-code, claude-code-plugin, with answers cited to file and line.
Reuse a worked example: the commit “1.1.0: how long a job takes. Quotes give an expected time per level (…” (6 files · Python).
Answer from quotient-claude-tokens's real Python source instead of memory (AI, prompts and agents).

Example questions

How does quotient-claude-tokens implement budget?
What does scripts do in quotient-claude-tokens?

Paste it into your AI agent. It clones the repo at the pinned commit and indexes it on your machine.

Search the GitHub repository Korvonordico/quotient-claude-tokens with XERJ (https://hub.xerj.org/corpus/korvonordico--quotient-claude-tokens).
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/Korvonordico/quotient-claude-tokens quotient-claude-tokens && git -C quotient-claude-tokens checkout 24ed64e6ebbff3ce98d6ef84c088080184f61198
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./quotient-claude-tokens --url http://127.0.0.1:9200 --prefix quotient-claude-tokens --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 korvonordico--quotient-claude-tokens · AI, prompts and agents
Related corpora: agentops, aider, hamidi-dev/opentab, glassflow/rius-coding-agents
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 1

Korvonordico/quotient-claude-tokens

24ed64e6eb 1.1.0: how long a job takes. Quotes give an expected time per level (…

selected commit: 6 files · 926 lines · Python · scripts, tests

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

selected · in licence reviewcorpus korvonordico--quotient-claude-tokensAIMITbudgetclaude-codeclaude-code-plugincost-estimationtokensusage-limits agreed 2026-10-19

Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.

[![XERJ Corpus Hub contributor](https://hub.xerj.org/contributors/Korvonordico/badge.svg)](https://hub.xerj.org/contributors/Korvonordico)

Included with the author's permission (email, 2026-10-19), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.