Borrowing it
Nothing to install: this file belongs to oqtopus-team/qdash. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/oqtopus-team/qdash/develop/CLAUDE.mdgit clone --depth 1 https://github.com/oqtopus-team/qdashWrote 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.
[](https://agentmods.dev/instructions/oqtopus-team/qdash/claude-md)<a href="https://agentmods.dev/instructions/oqtopus-team/qdash/claude-md"><img src="https://agentmods.dev/badge/instructions/oqtopus-team/qdash/claude-md/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.
<a href="https://agentmods.dev/instructions/oqtopus-team/qdash/claude-md"><img src="https://agentmods.dev/badge/instructions/oqtopus-team/qdash/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00946 | $0.00946 |
| Opus 5.5 | $0.00378 | $0.00378 |
| Sonnet 5.5 | $0.00189 | $0.00189 |
| Haiku 4.5 | $0.00095 | $0.00095 |
Grade A, and why
qdash CLAUDE.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 yesterday.
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.
How it starts
The opening of the file, as written. The whole thing — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
QDash Project Reference Guide
Quick Reference
- Repository: https://github.com/oqtopus-team/qdash
- Documentation: https://oqtopus-team.github.io/qdash/
- License: Apache 2.0
Project Overview
QDash is a web platform for managing and monitoring qubit calibration workflows. It provides an interface to manage calibration processes, track observational data, and configure calibration parameters.
Architecture
See docs/developer-guide/architecture.md for detailed architecture documentation.
| Component | Location | Technology |
|---|---|---|
| Frontend (UI) | /ui/ |
Next.js 14, TypeScript, DaisyUI, TanStack Query |
| Backend (API) | /src/qdash/api/ |
FastAPI, Python 3.11-3.12, MongoDB, PostgreSQL |
| Workflow Engine | /src/qdash/workflow/ |
Prefect 3, qubex |
Directory Structure
qdash/
├── ui/ # Frontend (see docs/developer-guide/ui/)
├── src/qdash/
│ ├── api/ # Backend API (see docs/developer-guide/api/)
│ └── workflow/ # Workflow engine (see docs/developer-guide/workflow/)
├── docs/ # Documentation
├── tests/ # Test files
└── config/ # Configuration files
Development Quick Start
# Frontend (in /ui/)
bun install && bun run dev
# Backend (from project root)
uvicorn src.qdash.api.main:app --reload
# Generate API client
task generate
For detailed setup instructions, see docs/developer-guide/setup.md.
Key Documentation
| Topic | Location |
|---|---|
| UI Guidelines | docs/developer-guide/ui/guidelines.md |
| UI Architecture | docs/developer-guide/ui/architecture.md |
| API Design | docs/developer-guide/api/design.md |
| Development Flow | docs/developer-guide/development-flow.md |
| Database Structure | docs/reference/database-structure.md |
| Database Indexes | docs/reference/database-indexes.md |
| Notes Architecture | docs/developer-guide/architecture/notes.md |
| Copilot Knowledge | docs/developer-guide/copilot/knowledge-layout.md |
| Dashboard Guide | docs/user-guide/dashboard.md |
| Cryo Guide | docs/user-guide/cryo.md |
| Docs Guidelines | docs/developer-guide/docs-guidelines.md |
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.
- yesterday Changed · +24 tokens per session 5db2d25d3be3
- 15d ago Changed · +1 lines · +28 tokens per session 04dd6a5051ab
- 1mo ago First seen · 87 lines · 894 tokens per session scan A 508262dab616
qdash CLAUDE.md is an instructions file published in the GitHub repository oqtopus-team/qdash (54 stars, last pushed yesterday), licensed Apache-2.0. It adds 946 tokens to every session, about $0.0038 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 2026-09-03.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.