What is daofy AGENTS.md?

Project instructions for Daofy, a Python application that runs on Windows and uses pytest for testing. They document its folders, commands, optional tools, and development rules.

Use them when changing Daofy, running its test or type-check commands, navigating its source folders, or following its Windows-specific setup requirements.

They give a coding agent the project context it needs to work consistently, including how to install dependencies, run tests, check types, and start the server.

How chinawsb/daofy configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to chinawsb/daofy. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/chinawsb/daofy/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/chinawsb/daofy

Made for: Codex, OpenCode.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/chinawsb/daofy/agents-md/github.svg)](https://agentmods.dev/instructions/chinawsb/daofy/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/chinawsb/daofy/agents-md"><img src="https://agentmods.dev/badge/instructions/chinawsb/daofy/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/chinawsb/daofy/agents-md"><img src="https://agentmods.dev/badge/instructions/chinawsb/daofy/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 7,682 This file is loaded in full into every session.

When invoked 7,682 The same file — it is already loaded in full.

Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.07682	$0.07682
Opus 5.5	$0.03073	$0.03073
Sonnet 5.5	$0.01536	$0.01536
Haiku 4.5	$0.00768	$0.00768

Measured 1mo ago against content hash 9406b51a56ab, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

daofy AGENTS.md scanned grade A 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 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.

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

| 1.1 | 命令/Shell 注入 | `subprocess`/`Popen`/`os.system` 参数拼接用户输入 → 必须用列表参数 `["cmd", arg]`，禁用 `shell=True` 传参 |

AGENTS.md · 449 lines

How it starts

The opening of the file, as written. The whole thing — 449 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md - Agent Coding Guidelines

Daofy — Python 3.10-3.14, Windows, pytest.

Quick Command Reference

Action	Command
Install deps	`pip install -r requirements.txt && pip install -e ".[dev]"`
Install file watcher	`pip install daofy-for-delphi[watcher]` (可选，自动增量 KB)
Install embedding	`pip install daofy-for-delphi[embedding]` (可选，语义搜索)
Run all tests	`pytest` (or `python tests/run_all_tests.py` for basic)
Run one test	`pytest tests/test_validator.py -v`
Lint/type	`mypy src/`
Environment	Always set `$env:PYTHONIOENCODING='utf-8'` on Windows
Run server	`python src/server.py`

Project Structure

src/
├── server.py              # MCP entry point
├── plugins/               # Language plugin system (base, registry, delphi/, lazarus/, core/)
├── tools/                 # MCP tool implementations (delphi_file, code_hosting, delphi_project, delphi_kb, ...)
├── services/              # Business logic
│   ├── compiler_service.py, config_manager.py, process_manager.py, args_generator.py
│   ├── automation_service.py     # Delphi GUI/Console 自动化测试服务
│   ├── copyright_service.py      # 软著文档生成服务
│   ├── delphi_edit_guard.py      # Delphi 文件编辑保护（脏标记检测）
│   ├── experience_service.py     # AI 经验记忆管理服务
│   ├── ocr_service.py            # 图像分析服务
│   ├── rtti_bridge.py            # Delphi RTTI 桥接服务
│   └── knowledge_base/           # KB modules (schema, smart_cache, project, thirdparty, scan, embedding, async_task_manager)
├── models/                # Pydantic/dataclass models
└── utils/                 # Utilities (delphi_env, dproj_parser, lpi_parser, validator, logger, parser)

知识库自动生命周期

项目知识库（.delphi-kb/）有以下自动化机制：

机制	触发时机	说明
启动时自动构建	MCP Server 启动	自动检测 CWD 下的 `.dproj`，提交后台增量 KB 构建（不阻塞 MCP 就绪）
热切换重建	用户手动 rebuild	构建到临时目录 `.delphi-kb-tmp-{ts}/`，旧 KB 在构建期间保持可查，构建完成原子 swap
文件变更监听	用户保存 `.pas/.dfm/.dproj` 等	需要 `pip install daofy-for-delphi[watcher]`，3秒去抖后自动触发增量更新

Read the full file on GitHub · 449 lines

Changes

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 · +20 lines · +658 tokens per session 9406b51a56ab
2mo ago First seen · 429 lines · 7,024 tokens per session scan A 895d3dc322be

Subscribe to this mod's changes

daofy AGENTS.md is an instructions file published in the GitHub repository chinawsb/daofy (108 stars, last pushed 3d ago), licensed MIT. It adds 7,682 tokens to every session, about $0.0307 per session on Opus 5.5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

ai-assistant delphi delphi-compiler delphi-ide embarcadero mcp

daofy AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
daofy AGENTS.mdchinawsb/daofy	Instructions file	108	3d ago	MIT	A	7,682	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	today	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

daofy: Instructions file for Codex