ORBIT-Q: Instructions file for Codex

AGENTS.md

ORBIT-Q AGENTS.md is an instructions file for Codex, OpenCode from sxzgroup/ORBIT-Q. It costs 4,070 tokens per session, scanned B, original, Apache-2.0.

Repository instructions for a benchmark suite containing 12 quantum-computing challenge tasks. It explains how to prepare the Harbor test environment, build the TensorCircuit container image, and run agents and verifiers.

In plain words
What is it for?
Use it to bootstrap the benchmark, build or check its Docker image, generate challenge prompts, and run or verify quantum-computing tasks.
Why use it?
It prevents using removed benchmark paths and makes the required framework image and command-line tools explicit before testing.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions Claude Code; mentions AGENTS.md; mentions Codex.

This is sxzgroup/ORBIT-Q's own configuration. It tells Codex and OpenCode how to work on ORBIT-Q 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 ORBIT-Q configures →

Reuse

Borrowing it

Nothing to install: this file belongs to sxzgroup/ORBIT-Q. 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/sxzgroup/ORBIT-Q/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/sxzgroup/ORBIT-Q

Made for: Codex, OpenCode.

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Per session 4,070 This file is loaded in full into every session.
When invoked 4,070 The same file — it is already loaded in full.
Security scan B 1 finding. 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 $0.04070 $0.04070
Opus 5.5 $0.01628 $0.01628
Sonnet 5.5 $0.00814 $0.00814
Haiku 4.5 $0.00407 $0.00407

Measured 2mo ago against content hash 1a943db53312, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

ORBIT-Q AGENTS.md scanned grade B with 1 finding 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 2mo 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.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

--dangerously-skip-permissions cannot be used with root/sudo privileges for security reasons
AGENTS.md · 419 lines

How it starts

The opening of the file, as written. The whole thing — 419 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md

This repository hosts a Harbor benchmark suite for 12 standard quantum challenge tasks.

Active tasks:

tasks/challenge-01
...
tasks/challenge-12

Do not use the removed physical-sciences/physics/... smoke path as the active benchmark.

Quick Bootstrap

Run all commands from the repository root.

Use the local Harbor Python environment if it exists:

./.conda/harbor-py312/bin/harbor --help

If this environment is absent, create or install Harbor outside this repository, then keep using the repo root on PYTHONPATH so Harbor can import local adapters.

Build or refresh the framework-specific Docker image used by both agent and verifier. This is the first command to run on a new machine after Docker is available:

FRAMEWORK=tensorcircuit bash scripts/build_challenge_quantum_image.sh

The default TensorCircuit tag is:

challenge-benchmark-quantum-tensorcircuit:py311

Verify that the image contains Codex CLI and Claude Code:

docker run --rm challenge-benchmark-quantum-tensorcircuit:py311 \
  sh -lc 'codex --version && claude --version'

Generate framework prompt files and canonical tasks only when templates or upstream problem files change:

python3 scripts/generate_framework_prompts.py --framework tensorcircuit pennylane torchquantum
python3 scripts/generate_tc_challenge_tasks.py

By default the generator expects the upstream challenge-suite source repo next to this repository at ../tensorcircuit/examples/challenge_suite. Override it with TC_CHALLENGE_SUITE_SOURCE or --source if needed.

Do not regenerate tasks/challenge-* while a Harbor job is running. Local Harbor uses the live task directory as Docker context and compose project directory.

Framework Image Strategy

The benchmark intentionally uses stable framework-specific local images instead of asking Harbor to rebuild each task environment. Tasks do not carry Dockerfiles. Image definitions and framework Python dependencies are maintained under:

Read the full file on GitHub · 419 lines

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. 2mo ago First seen · 419 lines · 4,070 tokens per session scan B 1a943db53312

Subscribe to this mod's changes

ORBIT-Q AGENTS.md is an instructions file published in the GitHub repository sxzgroup/ORBIT-Q (3 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 4,070 tokens to every session, about $0.0163 per session on Opus 5.5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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