serve SKILL.md skillA

serve from trevhud/rote is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add trevhud/rote/serve@git:20261020.86c6641

Pins git:20261020.86c6641 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
trevhud/rote
Path
plugin/skills/serve/SKILL.md
Versions recorded
4
Latest version
git:20261020.86c6641, committed Oct 20, 2026
First version recorded
Jul 3, 2026
Size
4,454 bytes
Repository stars
8
License
Apache-2.0

Wire a compiled rote pipeline up as an MCP tool so Claude can trigger the deployed workflow directly. Use when the user says "register my compiled pipeline", "serve my pipelines over MCP", "trigger the workflow from Claude", "hook the pipeline up to Claude", or asks what to do after `rote compile` and deployment. Covers `rote register` and `rote serve` plus the `claude mcp add` wiring.

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

# Serve compiled pipelines as MCP tools

`rote serve` is one MCP server exposing every registered pipeline as a
callable tool. The flow:

```
rote compile → deploy the runtime → rote register → rote serve → call from Claude
```

`rote serve` **triggers deployed workflows; it does not host them.**
MCP triggering supports the `dbos` (default), `temporal`, and
`cloudflare` runtimes.

The CLI ships on PyPI as `rote-cli` with an executable named `rote`,
so every invocation is `uvx --from rote-cli rote <args>` (never
`uvx rote-cli ...`). For unreleased features, substitute the source:
`uvx --from git+https://github.com/trevhud/rote rote <args>`.

## 1. Check preconditions

- A compile output directory exists (contains `compiled/pipeline.yaml`).
- The runtime side is running: for DBOS, the emitted app in worker mode
  (`python main.py --serve` or `dbos start`) against the system
  database you'll register — enqueued runs sit in status `enqueued`
  until that process exists; for Temporal, a worker against the user's
  cluster; for Cloudflare, `wrangler deploy` done. If not, stop and
  help with that first.

## 2. Register the pipeline

```sh
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add trevhud/rote/serve@sha256:ce83b7eff3f0295a

The line at the top of this page pins the label git:20261020.86c6641, 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_gwvg4ugs5tbul7yf.svg)](https://markdownregistry.com/a/art_gwvg4ugs5tbul7yf)

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

Versions

The registry has recorded 4 versions of this file, between Jul 3, 2026 and Oct 20, 2026, about one every 36 days.

versioncommittedcommitsizeaudit
git:20261020.86c6641 latest2026-10-20 86c6641 4,454 BA view · diff
git:20260726.08858a52026-07-26 08858a5 3,991 BA view · diff
git:20260703.dcc8b412026-07-03 dcc8b41 4,000 BA view · diff
git:20260703.0d6021d2026-07-03 0d6021d 3,187 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 (4454 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

trevhud/rote · 8 stars · license Apache-2.0 · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gwvg4ugs5tbul7yf
GET https://markdownregistry.com/api/v1/resolve?ref=trevhud/rote/serve
GET https://markdownregistry.com/api/v1/blob/ce83b7eff3f0295aee7f83ae2a1f16e4e170bacb74d99142ef59d8b1d942c3a9

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.

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