agent-orchestration SKILL.md skillA

agent-orchestration from codeaholicguy/ai-devkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add codeaholicguy/ai-devkit/agent-orchestration@git:20261023.5dc438c

Pins git:20261023.5dc438c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
codeaholicguy/ai-devkit
Path
skills/agent-orchestration/SKILL.md
Versions recorded
6
Latest version
git:20261023.5dc438c, committed Oct 23, 2026
First version recorded
Apr 3, 2026
Size
1,894 bytes
Repository stars
1,656
License
Apache-2.0

AI DevKit · Supervise multi-agent workflows over repeated passes: poll progress, unblock waiting agents, coordinate dependencies, relay outputs, resolve conflicts, and verify completion. Use only for ongoing multi-agent coordination, not one-off list/detail/send/start/kill actions.

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 Orchestration

Use only for multi-agent supervision: coordinating dependencies, polling progress, unblocking waiting agents, relaying outputs, resolving conflicts, and verifying completion across agents. For one-off list/detail/send/start/kill work, use `agent-management` or `agent-communication`.

Use `agent-management` for safe agent selection and lifecycle actions. Use `agent-communication` for list/detail/send mechanics. Use `verify` before accepting any agent's completion claim.

## Rules

- Own the loop until assigned work is complete, blocked, or stopped.
- Run `agent list --json` before each pass; never assume names/statuses.
- Inspect waiting, idle, unknown, missing, or stale agents before acting.
- Send self-contained instructions and avoid duplicate follow-ups.
- Sequence agents that touch the same files; relay only relevant upstream output.
- Escalate only for repeated failures, unresolved conflicts, product/business decisions, or destructive/shared/production/security-sensitive actions.

## Loop

If the goal or agent ownership is unclear, run one scan/detail pass. Ask the user once only if context is still insufficient.

1. Scan agents.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add codeaholicguy/ai-devkit/agent-orchestration@sha256:76ba7c8a87f6d41c

The line at the top of this page pins the label git:20261023.5dc438c, 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_iw54pueo3qzxk4bk.svg)](https://markdownregistry.com/a/art_iw54pueo3qzxk4bk)

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

Versions

The registry has recorded 6 versions of this file, between Apr 3, 2026 and Oct 23, 2026, about one every 41 days.

versioncommittedcommitsizeaudit
git:20261023.5dc438c latest2026-10-23 5dc438c 1,894 BA view · diff
git:20260726.15b09d22026-07-26 15b09d2 1,899 BA view · diff
git:20260626.997ef2d2026-06-26 997ef2d 1,897 BA view · diff
git:20260509.950097b2026-05-09 950097b 6,552 BA view · diff
git:20260403.43eb83c2026-04-03 43eb83c 6,539 BA view · diff
git:20260403.34794782026-04-03 3479478 6,500 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 (1894 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

codeaholicguy/ai-devkit · 1,656 stars · license Apache-2.0 · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_iw54pueo3qzxk4bk
GET https://markdownregistry.com/api/v1/resolve?ref=codeaholicguy/ai-devkit/agent-orchestration
GET https://markdownregistry.com/api/v1/blob/76ba7c8a87f6d41c8ae2967af678fd41b3a0248ae048ebf2e50d042a9287572b

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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