orchestrate SKILL.md skillA

orchestrate from boshu2/agentops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add boshu2/agentops/orchestrate@git:20261031.73cbeae

Pins git:20261031.73cbeae in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
boshu2/agentops
Path
skills/orchestrate/SKILL.md
Versions recorded
11
Latest version
git:20261031.73cbeae, committed Oct 31, 2026
First version recorded
Jun 17, 2026
Size
10,237 bytes
Repository stars
453
License
Apache-2.0

Coordinate several workers: what idle agents do next, which finished work gets checked first, how to recover a dead one. Use when: managing multiple agents.

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

# Orchestrate

Coordinate caller-authorized work through its existing tracker and runtime; a
clear task needs zero mandatory skills. The tracker owns assignments and
dependencies, the runtime owns running contexts and bounds, and repository
policy owns integration and delivery. Orchestrate decides what each worker does
next. [Agent Native](../agent-native/SKILL.md) launches and observes workers;
[Navigate](../navigate/SKILL.md) picks the wave on a bead graph toward frozen
acceptance and records verdicts.

## Before any dispatch

- **Finished is not done.** Exit 0, a pushed branch, a closed tracker item or a
  worker saying "done" makes a candidate. It still owes its checks, integration
  and, when one is owed, a fresh judgment.
- **Drain before starting.** While candidates wait on checks, repair,
  integration or an owed judgment, free capacity goes there first: candidates
  that unblock held dependents, then the oldest. A free slot alone is not a
  dispatch reason; start new implementation with what is left.
- **Judges did not author.** Review or validation of a candidate goes to a
  context that did not write it.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add boshu2/agentops/orchestrate@sha256:0939954749d4a5e4

The line at the top of this page pins the label git:20261031.73cbeae, 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_tjlekabac3gn56c3.svg)](https://markdownregistry.com/a/art_tjlekabac3gn56c3)

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

Versions

The registry has recorded 11 versions of this file, between Jun 17, 2026 and Oct 31, 2026, about one every 14 days.

versioncommittedcommitsizeaudit
git:20261031.73cbeae latest2026-10-31 73cbeae 10,237 BA view · diff
git:20261026.1b5f59a2026-10-26 1b5f59a 10,035 BA view · diff
git:20261025.a3768842026-10-25 a376884 10,166 BA view · diff
git:20261021.71bc1e42026-10-21 71bc1e4 10,768 BA view · diff
git:20261021.933218a2026-10-21 933218a 9,380 BA view · diff
git:20261005.4fda2942026-10-05 4fda294 9,339 BA view · diff
git:20261003.62834b12026-10-03 62834b1 8,983 BA view · diff
git:20260925.833aefb2026-09-25 833aefb 8,470 BA view · diff
git:20260922.5ace6ba2026-09-22 5ace6ba 8,331 BA view · diff
git:20260618.e5d9fc82026-06-18 e5d9fc8 2,150 BA view · diff
git:20260617.daf5c4f2026-06-17 daf5c4f 2,047 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 (10237 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

boshu2/agentops · 453 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tjlekabac3gn56c3
GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/orchestrate
GET https://markdownregistry.com/api/v1/blob/0939954749d4a5e486d9ac47417e30269d2e397d2c93525c62f3ded4e0ea84b1

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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Every file in boshu2/agentops

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