AGENTS.mdA
AGENTS.md from tugrulguner/intpot is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add tugrulguner/intpot/AGENTS.md@git:20261106.6469954Pins git:20261106.6469954 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- tugrulguner/intpot
- Path
AGENTS.md- Versions recorded
- 24
- Latest version
- git:20261106.6469954, committed Nov 6, 2026
- First version recorded
- Aug 15, 2026
- Size
- 15,703 bytes
- Repository stars
- 13
- License
- MIT
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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
…Read the whole file at its exact version.
How to install
mdr add tugrulguner/intpot/AGENTS.md@sha256:bbf5c1695ec9aaf3The line at the top of this page pins the label git:20261106.6469954, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_cm7s2eo7ucau2ovl)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 24 versions of this file, between Aug 15, 2026 and Nov 6, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261106.6469954 latest | 2026-11-06 | 6469954 | 15,703 B | A | view · diff |
| git:20261104.ac537b1 | 2026-11-04 | ac537b1 | 15,459 B | A | view · diff |
| git:20261102.f167cd4 | 2026-11-02 | f167cd4 | 14,700 B | A | view · diff |
| git:20261102.8d7f440 | 2026-11-02 | 8d7f440 | 14,446 B | A | view · diff |
| git:20261031.42557c6 | 2026-10-31 | 42557c6 | 14,198 B | A | view · diff |
| git:20261031.8806130 | 2026-10-31 | 8806130 | 13,411 B | A | view · diff |
| git:20261030.141e19a | 2026-10-30 | 141e19a | 12,654 B | A | view · diff |
| git:20261030.470584e | 2026-10-30 | 470584e | 11,840 B | A | view · diff |
| git:20261029.a36a9f0 | 2026-10-29 | a36a9f0 | 11,594 B | A | view · diff |
| git:20261027.3d784e8 | 2026-10-27 | 3d784e8 | 9,331 B | A | view · diff |
| git:20261027.7b8c5ab | 2026-10-27 | 7b8c5ab | 9,334 B | A | view · diff |
| git:20261026.596950e | 2026-10-26 | 596950e | 8,642 B | A | view · diff |
| git:20261026.8ef249f | 2026-10-26 | 8ef249f | 8,617 B | A | view · diff |
| git:20261026.7a23f32 | 2026-10-26 | 7a23f32 | 8,009 B | A | view · diff |
| git:20261022.e6f5277 | 2026-10-22 | e6f5277 | 7,706 B | A | view · diff |
| git:20261021.31103e5 | 2026-10-21 | 31103e5 | 7,352 B | A | view · diff |
| git:20261015.1b8c7d3 | 2026-10-15 | 1b8c7d3 | 7,056 B | A | view · diff |
| git:20261014.10cf462 | 2026-10-14 | 10cf462 | 6,596 B | A | view · diff |
| git:20261009.5143af4 | 2026-10-09 | 5143af4 | 6,161 B | A | view · diff |
| git:20260901.387c864 | 2026-09-01 | 387c864 | 5,723 B | A | view · diff |
| git:20260827.3f95c8a | 2026-08-27 | 3f95c8a | 5,465 B | A | view · diff |
| git:20260820.e8ab7b2 | 2026-08-20 | e8ab7b2 | 5,242 B | A | view · diff |
| git:20260815.c84956c | 2026-08-15 | c84956c | 11,062 B | A | view · diff |
| git:20260815.f01effe | 2026-08-15 | f01effe | 10,879 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (15703 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
tugrulguner/intpot · 13 stars · license MIT · pushed 2026-11-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cm7s2eo7ucau2ovl GET https://markdownregistry.com/api/v1/resolve?ref=tugrulguner/intpot/AGENTS.md GET https://markdownregistry.com/api/v1/blob/bbf5c1695ec9aaf30efc8e40a123c04fca9e47a38ea3d571b42466996dbd3416
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.
More from tugrulguner/intpot
Every file in tugrulguner/intpot