Borrowing it
Nothing to install: this file belongs to cardosofelipe/pragma-stack. 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/cardosofelipe/pragma-stack/main/AGENTS.mdgit clone --depth 1 https://github.com/cardosofelipe/pragma-stackWrote 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/cardosofelipe/pragma-stack/agents-md)<a href="https://agentmods.dev/instructions/cardosofelipe/pragma-stack/agents-md"><img src="https://agentmods.dev/badge/instructions/cardosofelipe/pragma-stack/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/cardosofelipe/pragma-stack/agents-md"><img src="https://agentmods.dev/badge/instructions/cardosofelipe/pragma-stack/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 | $0.02927 | $0.02927 |
| Opus 5.5 | $0.01171 | $0.01171 |
| Sonnet 5.5 | $0.00585 | $0.00585 |
| Haiku 4.5 | $0.00293 | $0.00293 |
Grade A, and why
pragma-stack 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 — 316 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
AI coding assistant context for FastAPI + Next.js Full-Stack Template.
Quick Start
# Backend (Python with uv)
cd backend
make install-dev # Install dependencies
make test # Run tests
uv run uvicorn app.main:app --reload # Start dev server
# Frontend (Node.js)
cd frontend
bun install # Install dependencies
bun run dev # Start dev server
bun run generate:api # Generate API client from OpenAPI
bun run test:e2e # Run E2E tests
Access points:
- Frontend: http://localhost:3000
- Backend API: http://localhost:8000
- API Docs: http://localhost:8000/docs
Default superuser (change in production):
- Email:
[email protected] - Password:
admin123
Project Architecture
Full-stack TypeScript/Python application:
├── backend/ # FastAPI backend
│ ├── app/
│ │ ├── api/ # API routes (auth, users, organizations, admin)
│ │ ├── core/ # Core functionality (auth, config, database)
│ │ ├── repositories/ # Repository pattern (database operations)
│ │ ├── models/ # SQLAlchemy ORM models
│ │ ├── schemas/ # Pydantic request/response schemas
│ │ ├── services/ # Business logic layer
│ │ └── utils/ # Utilities (security, device detection)
│ ├── tests/ # 96% coverage, 987 tests
│ └── alembic/ # Database migrations
│
└── frontend/ # Next.js 16 frontend
├── src/
│ ├── app/ # App Router pages (Next.js 16)
│ ├── components/ # React components
│ ├── lib/
│ │ ├── api/ # Auto-generated API client
│ │ └── stores/ # Zustand state management
│ └── hooks/ # Custom React hooks
└── e2e/ # Playwright E2E tests (56 passing)
Critical Implementation Notes
Authentication Flow
- JWT-based: Access tokens (15 min) + refresh tokens (7 days)
- OAuth/Social Login: Google and GitHub with PKCE support
- Session tracking: Database-backed with device info, IP, user agent
- Token refresh: Validates JTI in database, not just JWT signature
- Authorization: FastAPI dependencies in
api/dependencies/auth.pyget_current_user: Requires valid access tokenget_current_active_user: Requires active accountget_optional_current_user: Accepts authenticated or anonymousget_current_superuser: Requires superuser flag
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 · 316 lines · 2,927 tokens per session scan A 95b87df88923
pragma-stack AGENTS.md is an instructions file published in the GitHub repository cardosofelipe/pragma-stack (11 stars, last pushed 8mo ago), licensed MIT. It adds 2,927 tokens to every session, about $0.0117 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.
pragma-stack AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pragma-stack AGENTS.mdcardosofelipe/pragma-stack | Instructions file | 11 | 8mo ago | MIT | A | 2,927 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode ai-customization.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 1,907 | GitHub Copilot |