loop-orchestration SKILL.md skillA
loop-orchestration from runxhq/runx is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add runxhq/runx/loop-orchestration@git:20261013.a7dee96Pins git:20261013.a7dee96 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- runxhq/runx
- Path
examples/loop-orchestration/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261013.a7dee96, committed Oct 13, 2026
- First version recorded
- Jun 13, 2026
- Size
- 3,036 bytes
- Repository stars
- 105
- License
- Apache-2.0
Reference loop-orchestration example; a local loop host chains governed runx runs through receipts, budgets, context, and stop policy.
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
# Loop Orchestration This example shows the runx pattern for long-running agent work: 1. An outer loop host decides whether work should continue. 2. Each iteration submits one normal governed runx run. 3. Each turn seals a receipt before the loop can advance. 4. The next turn consumes only explicit inputs, projection state, and receipt summaries. Nothing in this example adds a loop engine to `runx-core`. The loop host is just an application script. In production it could be a hosted service, Temporal workflow, LangGraph app, n8n workflow, or another orchestrator. ## Run It ```sh sh examples/loop-orchestration/run.sh ``` The script runs three demonstrations: - **success:** two governed turns complete a tiny build-review loop; - **refusal:** a requested tool is outside the loop policy, so the loop stops before another turn is submitted; - **context gate:** an agent turn pauses with digest-bound skill context and explicit `allowed_tools`, showing what a host or managed provider would receive without requiring a model key. The output prints each run id, receipt id, decision, and next-turn reason. ## Check The Harness …
Read the whole file at its exact version.
How to install
mdr add runxhq/runx/loop-orchestration@sha256:f485d84cf4d9dc0fThe line at the top of this page pins the label git:20261013.a7dee96, 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_wzhvliqh2wlklzy7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jun 13, 2026 and Oct 13, 2026, about one every 20 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261013.a7dee96 latest | 2026-10-13 | a7dee96 | 3,036 B | A | view · diff |
| git:20261011.ea063e1 | 2026-10-11 | ea063e1 | 3,040 B | A | view · diff |
| git:20261011.957a390 | 2026-10-11 | 957a390 | 3,277 B | A | view · diff |
| git:20261008.1a28e75 | 2026-10-08 | 1a28e75 | 3,259 B | A | view · diff |
| git:20260723.6e5370b | 2026-07-23 | 6e5370b | 3,264 B | A | view · diff |
| git:20260613.8154121 | 2026-06-13 | 8154121 | 3,016 B | A | view · diff |
| git:20260613.a22966d | 2026-06-13 | a22966d | 2,514 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3036 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
runxhq/runx · 105 stars · license Apache-2.0 · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wzhvliqh2wlklzy7 GET https://markdownregistry.com/api/v1/resolve?ref=runxhq/runx/loop-orchestration GET https://markdownregistry.com/api/v1/blob/f485d84cf4d9dc0f17583bb2032f92e2305ac9f14c73f101b9944dfb1aa3e9b0
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.