orchestrate SKILL.md skillA

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

Install it, pinned
mdr add lamngockhuong/aiteamkit/orchestrate@git:20261106.96eea03

Pins git:20261106.96eea03 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lamngockhuong/aiteamkit
Path
plugins/atk/skills/orchestrate/SKILL.md
Versions recorded
7
Latest version
git:20261106.96eea03, committed Nov 6, 2026
First version recorded
Oct 15, 2026
Size
20,488 bytes
Repository stars
12
License
MIT

Carry one or several pieces of team work through the atk lifecycle: read how far each has come, from a client's raw request to a ready plan, propose the atk skills each still needs as jobs with the agent, the way it runs, and the person who answers it, and after the team approves the proposal, run the jobs side by side, each piece in its own git worktree, relaying every question and approval to the named person and ending code at a local commit with an `atk:review` report. Use when a team has…

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

# Carry Pieces of Work Through the Kit (`atk:orchestrate`)

Today a person carries every piece of work through the kit by hand, one skill and one piece at a
time: a raw request through `atk:intake`, an approved requirement through `atk:design-doc` or
`atk:plan`, a plan through `atk:implement`. This skill is the coordinator for one or several of them. It
reads where each piece stands, proposes the jobs each still needs, and once a person approves, runs
them side by side.

It coordinates and decides nothing a role owns. Every question a job's skill asks reaches the person
it is for, word for word; every artifact a job writes stops at the state its skill gives it and waits
for its approver; and code ends at a local commit. Push, pull request and merge stay with a person.

## Scope

Handles: turning requests, tickets, an epic, a defect report, or a requirement, design, breakdown or
plan path into pieces of work; reading how far each piece has come; proposing a chain of `atk` jobs
per piece, with the agent and the way each runs; running the approved jobs, several pieces at a
time, each in its own worktree; relaying questions and approvals; reviewing each committed code job
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lamngockhuong/aiteamkit/orchestrate@sha256:55d556dee4d840d8

The line at the top of this page pins the label git:20261106.96eea03, 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_vshxa32qpghjcg7u.svg)](https://markdownregistry.com/a/art_vshxa32qpghjcg7u)

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

Versions

The registry has recorded 7 versions of this file, between Oct 15, 2026 and Nov 6, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261106.96eea03 latest2026-11-06 96eea03 20,488 BA view · diff
git:20261023.77f95362026-10-23 77f9536 20,720 BA view · diff
git:20261022.a5e6ec12026-10-22 a5e6ec1 20,409 BA view · diff
git:20261021.ae774f42026-10-21 ae774f4 20,331 BA view · diff
git:20261016.777cfa82026-10-16 777cfa8 20,241 BA view · diff
git:20261016.3370eb52026-10-16 3370eb5 20,248 BA view · diff
git:20261015.10f30b12026-10-15 10f30b1 20,095 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 (20488 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

lamngockhuong/aiteamkit · 12 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vshxa32qpghjcg7u
GET https://markdownregistry.com/api/v1/resolve?ref=lamngockhuong/aiteamkit/orchestrate
GET https://markdownregistry.com/api/v1/blob/55d556dee4d840d8e2866f867bb491a5e859f57cae438d79149823be068d94e9

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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