Borrowing it
Nothing to install: this file belongs to lanseqingling/lantern. 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/lanseqingling/lantern/main/AGENTS.mdgit clone --depth 1 https://github.com/lanseqingling/lanternWrote 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/lanseqingling/lantern/agents-md)<a href="https://agentmods.dev/instructions/lanseqingling/lantern/agents-md"><img src="https://agentmods.dev/badge/instructions/lanseqingling/lantern/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/lanseqingling/lantern/agents-md"><img src="https://agentmods.dev/badge/instructions/lanseqingling/lantern/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 | $0.02060 | $0.02060 |
| Opus 5.5 | $0.00824 | $0.00824 |
| Sonnet 5.5 | $0.00412 | $0.00412 |
| Haiku 4.5 | $0.00206 | $0.00206 |
Grade A, and why
lantern 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 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.
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 — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Project
Lantern AI 是面向个人漫画创作者的开源漫画工作台，串联故事与资产管理、页面与画格编排、单格精修、预览与导出，并通过 MCP + Skill 接入外部 AI Agent，同时让创作者始终掌握关键创作决定。
内置 Agent 当前暂不迭代；除非任务明确要求，不扩展其能力。
本文件只提供开发 Agent 所需的仓库入口、稳定边界和交付要求。产品规则与协议由 docs/ 维护，字段和运行行为以可执行 schema 与代码为准；不要在这里复制功能清单、接口目录或阶段状态。
Commands
| 任务 | 命令 |
|---|---|
| 安装依赖 | ./lantern setup |
| 启动本地产品 | ./lantern start |
| 启动开发进程 | ./lantern dev |
| 运行时诊断 | ./lantern doctor |
| 安装外部 Agent 应用接入 | ./lantern agent:install |
| 创建一致备份 | ./lantern backup:create |
| 恢复一致备份 | ./lantern backup:restore <backup-file> |
| 类型检查 | ./lantern typecheck |
| 单元测试 | ./lantern test |
| 构建 | ./lantern build |
| 打包源码发行包 | ./lantern package:release |
按变更范围运行 package.json 中对应的专项命令；交付前至少完成相符的类型检查、测试和构建。
Repository Guide
| 路径 | 职责 |
|---|---|
apps/web/、apps/api/ |
Web 界面与 loopback API 入口。 |
packages/shared/ |
跨端协议、schema 与共享领域类型。 |
packages/editor-core/ |
与 UI 解耦的编辑 Capability、变更和快照能力。 |
packages/agent-runtime/ |
Agent 规划、上下文、工具与任务运行时。 |
packages/server/ |
持久化、对象存储和服务层业务编排。 |
packages/ 其他目录 |
可复用的领域、渲染、布局、演示和 UI 模块。 |
prisma/ |
数据模型与迁移。 |
docs/ |
产品、交互、协议和 Agent 的正式文档。 |
samples/、apps/web/public/samples/ |
显式示例作品与静态素材。 |
scripts/、tests/ |
启动、构建、打包、诊断脚本与自动化验证。根目录 lantern/lantern.cmd 只提供薄命令入口。 |
skills/ |
随 Lantern 分发的应用级 Agent Skill 源；由应用安装器部署到目标 Agent 的用户级目录，不作为仓库开发 Skill 自动发现。 |
Architecture Boundaries
- TypeScript 是应用与共享包的统一语言；共享契约只保留一个代码事实源。
- Workspace 之间只能通过已声明的
@lantern/*依赖和公开exports协作；不得跨包引用其他模块的src、内部文件或依赖根目录偶然提升的第三方包。 - Web 通过 API 访问服务端能力。路由负责请求解析、鉴权和响应边界，领域逻辑与持久化编排进入对应服务或领域包。
- SQLite 保存作品和工作流事实；Local Task Runner 只负责唤醒与进程内并发，不能成为任务或作品事实源。
- 图片等二进制内容进入用户数据目录中的本地对象存储；数据库与作品协议只保存稳定对象键和版本引用。
- 数据库、对象、配置、日志和临时文件必须通过统一 runtime paths 解析；生产数据不得写入仓库、安装目录或当前工作目录。
- 备份只包含作品事实与对象文件，不包含 Provider Key、安装令牌和日志；恢复必须先完成 manifest、SHA-256 与 SQLite 完整性校验，并在服务停止时原子替换数据库和对象目录。
- 本地 API 只监听 loopback，并通过安装级令牌映射到稳定本地用户；请求头不能切换用户身份。
- 确定性编辑通过领域 Capability 产生原子变更。组件、Agent 和 API 不各自复制参数契约、对象 ID 规则或业务默认值。
- 生产、演示和测试运行时必须明确隔离；生产失败不得静默回退到 mock 或示例数据。
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.
- 2mo ago First seen · 96 lines · 2,060 tokens per session scan A e821a132ac9d
lantern AGENTS.md is an instructions file published in the GitHub repository lanseqingling/lantern (8 stars, last pushed 3mo ago), licensed MIT. It adds 2,060 tokens to every session, about $0.0082 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 2026-08-31.
lantern AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| lantern AGENTS.mdlanseqingling/lantern | Instructions file | 8 | 3mo ago | MIT | A | 2,060 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |