What is intpot AGENTS.md?

Project guidance for intpot, a Python tool that can run functions as live command-line, MCP, or web API services and convert apps between those forms.

Use it when modifying intpot's runtime, conversion tools, templates, tests, or documentation.

It gives coding agents the project's architecture, file layout, coding rules, and workflow so changes fit the shared data model and existing design.

How tugrulguner/intpot configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to tugrulguner/intpot. 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/tugrulguner/intpot/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/tugrulguner/intpot

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/tugrulguner/intpot/agents-md/github.svg)](https://agentmods.dev/instructions/tugrulguner/intpot/agents-md)

Your own site

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

Per session 3,132 This file is loaded in full into every session.

When invoked 3,132 The same file — it is already loaded in full.

Security scan A 0 findings. 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	$0.03132	$0.03132
Opus 5.5	$0.01253	$0.01253
Sonnet 5.5	$0.00626	$0.00626
Haiku 4.5	$0.00313	$0.00313

Measured yesterday against content hash 7fe6016cfff0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

intpot 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 yesterday.

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.

AGENTS.md · 155 lines

How it starts

The opening of the file, as written. The whole thing — 155 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md

Guidance for coding agents working on intpot. If you want intpot's skills for your own project instead, run intpot add skills.

What intpot is

Two halves that meet at one schema:

Runtime — @app.tool() registers a function; App.serve() builds a live Typer / FastAPI / FastMCP instance, App.eject() returns standalone source.
Converter — intpot to cli|mcp|api reads an existing Typer / FastMCP / FastAPI app and generates the equivalent in another framework.

Both compile an immutable ApplicationSchema (src/intpot/core/models.py) containing ToolSchema and ParameterSchema records. Inspectors and registrations still create mutable ToolInfo compatibility models at the edges; projection and generation consume the canonical schema directly. When you add a capability, ask which side of that boundary it belongs on.

   @app.tool()                    source .py file
        |                    DETECT -> INSPECT
        +-----> ApplicationSchema <----+
                     ToolSchema[]
              |                  |
     live framework          GENERATE
       instance            (Jinja template)

Layout

Path	What's there
`core/models.py`	Canonical `ApplicationSchema`/`ToolSchema`/`ParameterSchema` plus compatibility models
`core/detector.py`	Identifies the framework; imports the source file to do it
`core/inspectors/`	Framework → `ToolInfo`
`core/generators/` + `templates/*.j2`	`ApplicationSchema` (or legacy `ToolInfo`) → source code
`core/transforms.py`	Rewrites bodies and return types between frameworks
`runtime.py`, `runtime_builders.py`	The `App` class and live instance builders
`commands/`	One module per CLI command; `cli.py` wires them together
`templates/skills/`	Shipped to users by `intpot add skills`

Coding guidelines

Rules for changing intpot source — including the ones that each cost a real bug — and the architectural contracts a change has to keep live in src/intpot/AGENTS.md. Agents read the nearest file in the directory tree, so editing source picks them up automatically.

Read the full file on GitHub · 155 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.

yesterday Changed · +10 lines · +147 tokens per session 7fe6016cfff0
3d ago Changed · +6 lines · +86 tokens per session 167c9f3dbad6
6d ago Changed · +12 lines · +279 tokens per session 4c062fab8766
6d ago Changed · +2 lines · +148 tokens per session 5c79a6c47c70
7d ago Changed · +2 lines · +218 tokens per session 89df9cef167d
8d ago Changed · +4 lines · +243 tokens per session 703e31a1d442
9d ago Changed · +2 lines · +121 tokens per session ba4ac1f66743
10d ago Changed · +2 lines · +124 tokens per session 013a6493c431
11d ago Changed · +49 tokens per session b2dc097c3568
15d ago First seen · 115 lines · 1,717 tokens per session scan A d9835b2b29f8

Subscribe to this mod's changes

intpot AGENTS.md is an instructions file published in the GitHub repository tugrulguner/intpot (13 stars, last pushed yesterday), licensed MIT. It adds 3,132 tokens to every session, about $0.0125 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.

Code Generation cli converter developer-tools fastapi fastmcp

intpot AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
intpot AGENTS.mdtugrulguner/intpot	Instructions file	13	yesterday	MIT	A	3,132	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	yesterday	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

intpot: Instructions file for Codex