Borrowing it
Nothing to install: this file belongs to WackyGem/Fleur. 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/WackyGem/Fleur/main/AGENTS.mdgit clone --depth 1 https://github.com/WackyGem/FleurWrote 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/wackygem/fleur/agents-md)<a href="https://agentmods.dev/instructions/wackygem/fleur/agents-md"><img src="https://agentmods.dev/badge/instructions/wackygem/fleur/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/wackygem/fleur/agents-md"><img src="https://agentmods.dev/badge/instructions/wackygem/fleur/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 | $0.03914 | $0.03914 |
| Opus 5.5 | $0.01566 | $0.01566 |
| Sonnet 5.5 | $0.00783 | $0.00783 |
| Haiku 4.5 | $0.00391 | $0.00391 |
Grade A, and why
Fleur 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 — 264 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md — fleur 项目指南
项目结构
fleur/
├── pipeline/ # Python 数据工作区，由 uv 管理
│ ├── scheduler/ # Dagster 调度项目（scheduler）
│ ├── elt/ # dbt 转换项目（elt）
│ ├── contract_tools/ # 数据契约校验与生成工具
│ ├── contracts/ # 数据契约注册表（字段事实源）
│ └── migrate/ # Alembic 数据库迁移
├── engines/ # Rust 后端和计算引擎工作区，由 Cargo 管理
├── deploy/ # 部署配置
│ ├── docker-compose.yml
│ ├── postgres/ # PostgreSQL 配置
│ └── release-manifest.yml
├── app/ # 前端应用工作区（racingline）
├── docs/ # 项目文档与计划
├── .env # 环境变量（不提交）
└── .env.example # 环境变量模板
文档入口
- 文档总入口：
docs/README.md - 多工程项目状态：
docs/architecture/project-status.md - 数据平台地图：
docs/architecture/data-platform.md - 数据治理地图：
docs/architecture/data-governance.md - Furnace 计算引擎地图：
docs/architecture/furnace.md - Rearview 后端服务地图：
docs/architecture/rearview.md - Racingline 前端工作台地图：
docs/architecture/racingline.md - 部署与运行地图：
docs/architecture/deploy-ops.md - 架构边界：
docs/architecture/ - 模块边界：
docs/architecture/scheduler-module-boundaries.md - 长期决策：
docs/ADR/ - 方案与历史设计：
docs/RFC/ - 执行计划：
docs/plans/README.md - 技术债与质量优化：
docs/issues/ - 运行报告：
docs/jobs/reports/ - dbt 模型设计：
docs/architecture/dbt_layer/ - 接口、数据字典和样例：
docs/references/ - 项目 skills：
docs/skills/ - Rust engines 文档地图：
engines/README.md
Python 与工作区
- 使用
uv管理 Python 依赖和虚拟环境。 - Python 版本固定在
3.12.13，配置于pipeline/.python-version。 - 所有 Python、dbt、Dagster 和
dg命令必须在pipeline/目录下通过uv run执行。 - 同步完整工作区：
cd pipeline
uv sync --all-packages --all-groups
子项目
| 子项目 | 路径 | 包管理器 | 说明 |
|---|---|---|---|
| scheduler | pipeline/scheduler/ |
uv (pyproject.toml) | Dagster 调度与资产定义 |
| elt | pipeline/elt/ |
uv (pyproject.toml) | dbt 数据转换 |
| contract_tools | pipeline/contract_tools/ |
uv (pyproject.toml) | contract registry 校验与生成 |
| migrate | pipeline/migrate/ |
uv (pyproject.toml) | Alembic 数据库迁移 |
Rust 与 engines 工作区
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 · 264 lines · 3,914 tokens per session scan A 1ff6771fcff0
Fleur AGENTS.md is an instructions file published in the GitHub repository WackyGem/Fleur (142 stars, last pushed 29d ago), licensed MIT. It adds 3,914 tokens to every session, about $0.0157 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 2026-08-30.
Fleur AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Fleur AGENTS.mdWackyGem/Fleur | Instructions file | 142 | 29d ago | MIT | A | 3,914 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode model-prompts.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 2,022 | GitHub Copilot |