Rayfin is a managed Backend-as-a-Service platform that creates and operates application backends from data models defined with TypeScript decorators. It provides databases, authentication, APIs, storage, and hosting for teams building applications. Its catalogue skill and plugin help coding agents create and work with Rayfin projects.
Borrowing it
Nothing to install: this file belongs to microsoft/rayfin. 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/microsoft/rayfin/main/.github/instructions/rayfin-cli.instructions.mdgit clone --depth 1 https://github.com/microsoft/rayfinWrote 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/microsoft/rayfin/rayfin-cli)<a href="https://agentmods.dev/instructions/microsoft/rayfin/rayfin-cli"><img src="https://agentmods.dev/badge/instructions/microsoft/rayfin/rayfin-cli/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/microsoft/rayfin/rayfin-cli"><img src="https://agentmods.dev/badge/instructions/microsoft/rayfin/rayfin-cli.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 | $0.02048 | $0.02048 |
| Opus 5.5 | $0.00819 | $0.00819 |
| Sonnet 5.5 | $0.00410 | $0.00410 |
| Haiku 4.5 | $0.00205 | $0.00205 |
Grade A, and why
rayfin rayfin-cli.instructions.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 8d 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 — 289 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Rayfin CLI Package Instructions
This document provides guidance for developing and testing the Rayfin CLI package (@microsoft/rayfin-cli).
Package Overview
The Rayfin CLI is the command-line interface for the Rayfin platform, providing tools for project initialization, development, and deployment operations.
Location: packages/tools/cli/
Key Commands:
rayfin init- Initialize a new Rayfin projectrayfin dev- Development server and local operations (requiresRAYFIN_FEATURE_FLAGS=docker-local-dev; includes db, storage, watch subcommands)rayfin up- Deploy to cloud services (includes db, storage subcommands)rayfin docs- Query version-locked docs from Rayfin packages installed in the current projectrayfin init ai-files install- Install or refresh Rayfin agent files (AGENTS.md,.mcp.json,.agents/skills/)rayfin init ai-files status- Report managed Rayfin agent-file state
Assets Folder and Template System
Assets Directory Structure
The CLI uses an assets folder for template files and static resources:
packages/tools/cli/
├── assets/
│ ├── .gitignore.template # Git ignore template
│ ├── docker-compose.yml # Docker compose configuration
│ └── agent-files/ # AGENTS.md, .mcp.json entry, and Rayfin skill assets
├── src/
│ └── commands/
│ └── init.ts # Contains template loading logic
└── dist/ # Compiled output
Template File Conventions
File Naming:
- Use
.templateextension for template files (e.g.,.gitignore.template) - Use descriptive names that match their target files
- For files without extensions, use the full filename (e.g.,
docker-compose.yml)
Template Loading Pattern:
async function createContentFromTemplate(): Promise<string> {
const assetsDir = resolve(__dirname, '..', '..', 'assets');
const templatePath = join(assetsDir, 'template-file.template');
try {
const templateContent = await readFile(templatePath, 'utf8');
return templateContent;
} catch (error) {
console.warn(
'⚠️ Warning: Could not read template, using fallback content'
);
// Provide minimal fallback content
return 'fallback content';
}
}
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.
- 8d ago First seen · 289 lines · 2,048 tokens per session scan A 8552bf1371b8
rayfin rayfin-cli.instructions.md is an instructions file published in the GitHub repository microsoft/rayfin (641 stars, last pushed 3d ago), licensed MIT. It adds 2,048 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 2026-10-09.
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