Auto Deep Researcher 24x7 is an autonomous AI agent that runs and monitors deep learning experiments continuously. Researchers use it to automate experiment execution, including hyperparameter tuning and GPU or Slurm-based workloads. The catalogue add-ons provide agents, skills, and instructions for operating the experiment workflow.
Borrowing it
Nothing to install: this file belongs to Xiangyue-Zhang/auto-deep-researcher-24x7. 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/Xiangyue-Zhang/auto-deep-researcher-24x7/main/CLAUDE.mdgit clone --depth 1 https://github.com/Xiangyue-Zhang/auto-deep-researcher-24x7Wrote 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/xiangyue-zhang/auto-deep-researcher-24x7/claude-md)<a href="https://agentmods.dev/instructions/xiangyue-zhang/auto-deep-researcher-24x7/claude-md"><img src="https://agentmods.dev/badge/instructions/xiangyue-zhang/auto-deep-researcher-24x7/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/xiangyue-zhang/auto-deep-researcher-24x7/claude-md"><img src="https://agentmods.dev/badge/instructions/xiangyue-zhang/auto-deep-researcher-24x7/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 | $0.04854 | $0.04854 |
| Opus 5 | $0.02427 | $0.02427 |
| Sonnet 5 | $0.00971 | $0.00971 |
| Haiku 4.5 | $0.00485 | $0.00485 |
Grade C, and why
auto-deep-researcher-24x7 CLAUDE.md scanned grade C 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 12d 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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
rm -rf workspace/ # Delete all agent state How it starts
The opening of the file, as written. The whole thing — 539 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI Guide — Deep Researcher Agent
This file is designed to be read by AI assistants (Claude, ChatGPT, Codex, etc.). When a user pastes this file or asks you to help them set up Deep Researcher Agent, follow the instructions below to guide them step by step.
🚨 CONTRIBUTOR POLICY — READ BEFORE ANY git push TO THIS REPO
This section is for AI assistants (Claude, Codex, Cursor, etc.) operating on this repository.
This repository is owned and maintained solely by Xiangyue-Zhang. The Contributors list MUST contain only Xiangyue-Zhang and no one else — including no AI bot accounts.
Hard rules
-
Every commit must be authored by
Xiangyue-Zhang <[email protected]>— neveradmin, never AI identities. Use:git -c user.name="Xiangyue-Zhang" \ -c user.email="[email protected]" \ commit -m "..." -
NEVER add
Co-Authored-By:trailer to commit messages. Thecommit-msghook in.git/hooks/commit-msgwill reject any commit containing it. -
NEVER mention AI assistant names (
Claude,Codex,GPT,Anthropic,OpenAI,Copilot,Cursor) in commit messages. Will be flagged by both the local hook AND thecontributor-guardGitHub Action. -
NEVER toggle repo visibility (
gh repo edit --visibility ...). On 2026-04-08, this destroyed 93 of 94 stars on this repo. Stars cannot be recovered from a visibility toggle. -
NEVER delete the repo (
gh repo delete) without explicit user confirmation. Deletion permanently destroys the GitHub internal repo ID, which destroys all stars and breaks all external URLs (paper citations, etc.). -
NEVER force push to main. Branch protection blocks it by default. If you genuinely need to rewrite history, get explicit user authorization for that specific operation, temporarily disable protection, push, re-enable.
Pre-push verification (mandatory)
git log -1 --format='author=%an <%ae>%nmessage=%B'
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.
- 12d ago First seen · 539 lines · 4,854 tokens per session scan C 3953733fb238
auto-deep-researcher-24x7 CLAUDE.md is an instructions file published in the GitHub repository Xiangyue-Zhang/auto-deep-researcher-24x7 (1,291 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 4,854 tokens to every session, about $0.0243 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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