Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/ghuyphan/docuflow-studio/agents-mdgit clone --depth 1 https://github.com/ghuyphan/docuflow-studioWhat 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 | $0.01494 | $0.01494 |
| Opus 5 | $0.00747 | $0.00747 |
| Sonnet 5 | $0.00299 | $0.00299 |
| Haiku 4.5 | $0.00149 | $0.00149 |
Grade A, and why
docuflow-studio 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 3d 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 — 116 lines — stays where its author put it; the contents beside it link to each section on GitHub.
🤖 AGENTS.md - Developer & AI Agent Guide for DocuFlow Studio
Welcome AI Agents & Developer Assistants! This document provides architectural context, project structure sitemaps, development commands, design system conventions, and guidelines for working on DocuFlow Studio.
🎯 Repository Overview
DocuFlow Studio is an open-source, full-stack IT Asset Management & Automated Handover Document system.
- Backend: FastAPI (Python 3.10+), SQLAlchemy (SQLite), Pydantic v2, python-docx, openpyxl, PyJWT.
- Frontend: React 18 (TypeScript), Vite, Tailwind-compatible Glassmorphism UI (
index.css), Lucide React icons, html5-qrcode. - Desktop Application: Tkinter GUI (
app.py), System Tray App (tray_app.pyvia Pystray & Uvicorn background server). - Deployment: Docker & Docker Compose (
Dockerfile,docker-compose.yml).
📁 Repository Sitemap & Key Files
docuflow-studio/
├── app.py # Desktop GUI application (Tkinter launcher)
├── tray_app.py # System Tray app with background FastAPI server
├── requirements.txt # Python dependencies
├── Dockerfile & docker-compose # Container deployment definitions
├── .env & .env.example # Environment variables & branding configs
├── README.md # User documentation
├── CUSTOMIZATION.md # Styling, template & label customization guide
├── LICENSE # MIT License
├── backend/
│ ├── main.py # FastAPI application entrypoint & middleware
│ ├── database.py # SQLAlchemy engine & session maker
│ ├── models.py # ORM Database Models (User, Device, DocumentHistory, AuditLog)
│ ├── schemas.py # Pydantic request/response validation schemas
│ ├── crud.py # Core database operations, search filters, Excel imports
│ ├── doc_generator.py # Word (.docx) handover document builder engine
│ ├── auth.py # Password hashing & JWT token generation
│ ├── routers/ # REST API Endpoint Routers
│ │ ├── auth.py # /api/auth (Login, Seed, Reset Password)
│ │ ├── devices.py # /api/devices (CRUD, Search, Bulk Actions, QR lookup)
│ │ ├── documents.py # /api/documents (Generate, Download, Handover, Recovery)
│ │ ├── audit_logs.py # /api/audit-logs (Activity Logging)
│ │ └── templates.py # /api/templates (Manage Word templates)
│ └── services/ # Background & parsing services
│ ├── parser.py # Multi-sheet Excel inventory parser & column detection
│ ├── scheduler.py # Background task scheduler & backup routines
│ └── network.py # CIFS/SMB network share backup integration
├── frontend/
│ ├── package.json # Node.js dependencies & Vite scripts
│ ├── vite.config.ts # Vite build config & dev proxy setup
│ ├── src/
│ │ ├── main.tsx # React application root
│ │ ├── App.tsx # Main routing, layout, and view switcher
│ │ ├── index.css # Global design system, glassmorphism tokens, CSS variables
│ │ ├── components/ # Reusable UI components
│ │ │ ├── PrintLabelModal.tsx # QR code thermal label printer modal
│ │ │ ├── QrScannerModal.tsx # Live camera & manual QR scanner modal
│ │ │ ├── ScanActionHub.tsx # Bulk scanning & inventory audit hub
│ │ │ ├── DeviceSelectModal.tsx # Multi-device selector for document generation
│ │ │ ├── CustomDropdown.tsx # Accessible dropdown component
│ │ │ ├── Pagination.tsx # Data table pagination controls
│ │ │ └── StatusBadge.tsx # Equipment status badges
│ │ └── views/ # Main Application Pages
│ │ ├── DashboardView.tsx # Metrics, status counts & quick actions
│ │ ├── DevicesView.tsx # Device inventory table & management
│ │ ├── DocumentFlowView.tsx # Handover / Recovery document wizard
│ │ ├── HistoryView.tsx # Handover history & file download log
│ │ ├── AuditLogsView.tsx # System audit trail
│ │ ├── UserManagementView.tsx# User accounts & RBAC management
│ │ ├── TemplatesView.tsx # Word template manager
│ │ └── LoginView.tsx # Modern glassmorphism authentication page
└── templates/ # Word document templates (.docx)
├── template_bbbg.docx # Standard handover form template
└── template_recovery.docx # Equipment recovery form template
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.
- 3d ago First seen · 116 lines · 1,494 tokens per session scan A 5c8dad9553db
docuflow-studio AGENTS.md is an instructions file published in the GitHub repository ghuyphan/docuflow-studio (6 stars, last pushed 1mo ago), licensed MIT. It adds 1,494 tokens to every session, about $0.0075 per session on Opus 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.
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