agent-interop SKILL.md skillA

agent-interop from ssheleg/agent-stack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ssheleg/agent-stack/agent-interop@git:20261028.52b0584

Pins git:20261028.52b0584 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ssheleg/agent-stack
Path
plugins/agent-stack/skills/agent-interop/SKILL.md
Versions recorded
5
Latest version
git:20261028.52b0584, committed Oct 28, 2026
First version recorded
Oct 11, 2026
Size
15,369 bytes
Repository stars
4
License
MIT

Use when an agent speaks MCP, A2A or a gateway beyond its process: MCP server or client, agent cards, MCP Registry, delegated calls. Triggers: "MCP server" / "MCP-сервер", "A2A", "шлюз для агентов". Not for one server's tool design (agent-harness) or skill construction (make-skill).

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

# Agent interop — the protocols an agent speaks outside its own process

`agent-orchestrator` builds the loop. `agent-evals` proves it behaves. This skill covers
everything the loop reaches that is **not in its process**: a tool server, a peer agent, a
registry, and the gateway between them.

---

## Triggers

"MCP client", "agent interoperability", "server.json", "agentgateway", "tool federation", "интероперабельность агентов", "реестр MCP", "delegation token", "токен делегирования".

Moved here from the description in 0.31.3: "карточка агента".

## Rule zero — a protocol claim without a date is a guess

Every one of these specifications moved in the twelve months before **2026-08-13** — the
date every reference below was read — and each moved in a way that silently breaks code
written against the previous revision. Concretely, and each one measured on that date
against the live specification rather than recalled:

- MCP replaced the `initialize` handshake with `server/discover` and made the protocol
  **stateless**; a client that opens with `initialize` is speaking a revision that is on its
  way out.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ssheleg/agent-stack/agent-interop@sha256:bc6a69e54c89a368

The line at the top of this page pins the label git:20261028.52b0584, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ub5n4qhwbjgsyk4b.svg)](https://markdownregistry.com/a/art_ub5n4qhwbjgsyk4b)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Oct 11, 2026 and Oct 28, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261028.52b0584 latest2026-10-28 52b0584 15,369 BA view · diff
git:20261025.28a03032026-10-25 28a0303 15,385 BA view · diff
git:20261020.672d5ff2026-10-20 672d5ff 15,393 BA view · diff
git:20261012.96ed0f82026-10-12 96ed0f8 15,786 BA view · diff
git:20261011.25ff9cb2026-10-11 25ff9cb 15,159 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15369 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

GitHub

ssheleg/agent-stack · 4 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ub5n4qhwbjgsyk4b
GET https://markdownregistry.com/api/v1/resolve?ref=ssheleg/agent-stack/agent-interop
GET https://markdownregistry.com/api/v1/blob/bc6a69e54c89a3686c86f7e1d83b22c90213df444a445971c2471e9dfe43510b

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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from ssheleg/agent-stack

agent-evals SKILL.md skill
ssheleg/agent-stack · plugins/agent-stack/skills/agent-evals/SKILL.md · Use when measuring whether an agent works: eval suites, trajectory judging, traces as regression fixtures, a calibrated…
git:20261025.28a0303 · audit A · 4 stars
agent-harness SKILL.md skill
ssheleg/agent-stack · plugins/agent-stack/skills/agent-harness/SKILL.md · Use when deciding an agent's system prompt and tools, not how its loop is wired: system prompt, tool choice, workflow…
git:20261028.52b0584 · audit A · 4 stars
agent-orchestrator SKILL.md skill
ssheleg/agent-stack · plugins/agent-stack/skills/agent-orchestrator/SKILL.md · Use when building an agent system (orchestrator, pipeline) or metering LLM spend. Triggers: "agent system" / "агентная…
git:20261025.28a0303 · audit A · 4 stars

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