Borrowing it
Nothing to install: this file belongs to kuan-er/sjtu-agent. 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/kuan-er/sjtu-agent/main/AGENTS.mdgit clone --depth 1 https://github.com/kuan-er/sjtu-agentWrote 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/kuan-er/sjtu-agent/agents-md)<a href="https://agentmods.dev/instructions/kuan-er/sjtu-agent/agents-md"><img src="https://agentmods.dev/badge/instructions/kuan-er/sjtu-agent/agents-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/kuan-er/sjtu-agent/agents-md"><img src="https://agentmods.dev/badge/instructions/kuan-er/sjtu-agent/agents-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 | $0.00430 | $0.00430 |
| Opus 5.5 | $0.00172 | $0.00172 |
| Sonnet 5.5 | $0.00086 | $0.00086 |
| Haiku 4.5 | $0.00043 | $0.00043 |
Grade A, and why
sjtu-agent AGENTS.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.
What it actually says
AGENTS.md
本文件供各类 Coding Agent（DeepSeek Harness / DSH、Claude Code、Codex、Cursor 等）在本仓库工作时读取。人类开发者请看 README 与 CONTRIBUTING。
项目引导
- 架构、开发与测试约定见 CLAUDE.md——本文件与其保持同源，冲突时以 CLAUDE.md 为准。
- 测试：
pytest tests/ -q（全量）或pytest tests/test_xxx.py -q（单文件）；改完代码先跑测试。 - Web GUI 源码在
webui/src/，改后需npm run build:webui；文档站改动用npm run docs:build验证。
帮助新手安装时
大量新同学会借助 Coding Agent 完成首次安装。引导他们时：
- 按 docs/guide/install.md 的流程走（含 setup 向导每步的含义与推荐项）；
- 敏感凭据（jAccount 密码、API Key）让用户在向导提示时自行输入，不要要求用户把密码/Key 粘贴到对话里——聊天内容会留在会话记录；
- 用户贴日志求助时，提醒先删掉其中的 Key 再贴；
- 遇到查无此问题的新报错，引导用户到 GitHub 提 issue（附
sjtu-agent doctor输出，脱敏后）。
安全红线（与 CONTRIBUTING 一致）
- 凭据只存本地运行时文件，任何时候不打印完整 Key / 密码；
- 新增文件读取注意路径白名单；新增网络请求注意 SSRF 校验；
- 提交前跑
pytest tests/ -q，全绿再交。
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.
- 1mo ago Changed · +4 tokens per session b9c720eee8bb
- 1mo ago First seen · 25 lines · 426 tokens per session scan A e6f170b4df15
sjtu-agent AGENTS.md is an instructions file published in the GitHub repository kuan-er/sjtu-agent (104 stars, last pushed 10d ago), licensed MIT. It adds 430 tokens to every session, about $0.0017 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 2026-09-13.
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.