RAGElo: Instructions file for GitHub Copilot

.github/copilot-instructions.md

RAGElo copilot-instructions.md is an instructions file for GitHub Copilot from zetaalphavector/RAGElo. It costs 4 tokens per session, scanned A, original, Apache-2.0.

Project instructions for RAGElo, a Python library and command-line tool that ranks retrieval-augmented generation systems through comparison tournaments. RAG systems search documents and then use an AI model to produce answers.

In plain words
What is it for?
Use them when developing RAGElo, running its test suite, evaluating document retrieval and answer quality, or working with its registered evaluators and model providers.
Why use it?
They explain how to install, test, format, and type-check the project, including optional tests that call OpenAI services.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file. Also seen: mentions AGENTS.md.

This is zetaalphavector/RAGElo's own configuration. It tells GitHub Copilot how to work on RAGElo itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything RAGElo configures →

Reuse

Borrowing it

Nothing to install: this file belongs to zetaalphavector/RAGElo. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/zetaalphavector/RAGElo/master/.github/copilot-instructions.md
Clone the repo
git clone --depth 1 https://github.com/zetaalphavector/RAGElo

Made for: GitHub Copilot.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for RAGElo copilot-instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/zetaalphavector/ragelo/copilot-instructions/github.svg)](https://agentmods.dev/instructions/zetaalphavector/ragelo/copilot-instructions)
Your own site
<a href="https://agentmods.dev/instructions/zetaalphavector/ragelo/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/zetaalphavector/ragelo/copilot-instructions/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for RAGElo copilot-instructions.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/zetaalphavector/ragelo/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/zetaalphavector/ragelo/copilot-instructions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 4 This file is loaded in full into every session.
When invoked 4 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00004 $0.00004
Opus 5.5 $0.00002 $0.00002
Sonnet 5.5 $0.00001 $0.00001
Haiku 4.5 $0.00000 $0.00000

Measured 1mo ago against content hash 79909577a70f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

RAGElo copilot-instructions.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

.github/copilot-instructions.md · 1 lines

What it actually says

../AGENTS.md

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · -290 lines · -3,206 tokens per session 79909577a70f
  2. 2mo ago First seen · 291 lines · 3,210 tokens per session scan A de9099a8c7dd

Subscribe to this mod's changes

RAGElo copilot-instructions.md is an instructions file published in the GitHub repository zetaalphavector/RAGElo (133 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 4 tokens to every session, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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