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/tugrulguner/intpot/agents-mdgit clone --depth 1 https://github.com/tugrulguner/intpotWrote 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/tugrulguner/intpot/agents-md)<a href="https://agentmods.dev/instructions/tugrulguner/intpot/agents-md"><img src="https://agentmods.dev/badge/instructions/tugrulguner/intpot/agents-md.svg" alt="Measured on agentmods" 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 | $0.01383 | $0.01383 |
| Opus 5 | $0.00691 | $0.00691 |
| Sonnet 5 | $0.00277 | $0.00277 |
| Haiku 4.5 | $0.00138 | $0.00138 |
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 2d 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 — 109 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|apireads 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.
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.
- 2d ago Changed · +3 lines · +46 tokens per session 157d604bbba3
- 6d ago First seen · 106 lines · 1,337 tokens per session scan A 534b0f53c248
intpot AGENTS.md is an instructions file published in the GitHub repository tugrulguner/intpot (12 stars, last pushed 3d ago), licensed MIT. It adds 1,383 tokens to every session, about $0.0069 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 2026-08-30.
Other instructions, from other repositories
substack-gateway-oss CLAUDE.md
Claude Code instructions for jakub-k-slys/substack-gateway-oss, covering claude.md, commands, install dependencies (dev included, all workspace members), run the server (dev mode with reload) and lint.
cpf-validador CLAUDE.md
Claude Code instructions for opastorello/cpf-validador, covering claude.md, comandos, rodar localmente (fastapi + fastmcp na porta 8000), docker (porta 8002 conforme docker-compose.yaml) and arquitetura.
substack-gateway-oss AGENTS.md
AGENTS.md instructions for jakub-k-slys/substack-gateway-oss, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.
aifolimizer CLAUDE.md
Claude Code instructions for tusharagg1/aifolimizer, covering aifolimizer - project context, session startup (read every new session), what this is, architecture and how to start.
aifolimizer AGENTS.md
AGENTS.md instructions for tusharagg1/aifolimizer, covering aifolimizer - agent context, entry points, important folders, commands and backend (windows).
gitee-mcp AGENTS.md
AGENTS.md instructions for sandraschi/gitee-mcp, covering gitee-mcp, reading order, directory map, entry points and key rules.