cloud-task-orchestrator SKILL.md skillA

cloud-task-orchestrator from outlinedriven/outline-driven-development is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add outlinedriven/outline-driven-development/cloud-task-orchestrator@git:20260905.1f63894

Pins git:20260905.1f63894 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
outlinedriven/outline-driven-development
Path
.devin/skills/cloud-task-orchestrator/SKILL.md
Versions recorded
2
Latest version
git:20260905.1f63894, committed Sep 5, 2026
First version recorded
Sep 2, 2026
Size
6,356 bytes
Repository stars
55
License
Apache-2.0

Use when a human explicitly runs /cloud-task-orchestrator for a large task across cloud agents to drain a verified task graph. Not for local subagent coordination: use orchestration-patterns.

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

# Cloud task orchestrator

## Contract

| Field | Bound contract |
|---|---|
| Trigger | A human explicitly runs /cloud-task-orchestrator for a large task across cloud agents. |
| Authority | Remote: creates or changes only the previewed remote agents, branches, and merges needed for the bounded task graph; requires explicit human invocation. Preview every remote target and consequence before using credentials, spawning agents or branches, writing orchestration state, or coordinating merges. |
| Side effect | Write only the approved orchestration state and create or change only the previewed remote agents, branches, and merges needed for the bounded task graph. |
| Done | The task graph is drained: every node has a verified handoff and a recorded terminal state, with approved merges coordinated or a truthful blocked or failed terminal result. |

## Inputs
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add outlinedriven/outline-driven-development/cloud-task-orchestrator@sha256:a24a37d66aba7eec

The line at the top of this page pins the label git:20260905.1f63894, 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_tjnm53sty5mrp4dx.svg)](https://markdownregistry.com/a/art_tjnm53sty5mrp4dx)

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

Versions

The registry has recorded 2 versions of this file, between Sep 2, 2026 and Sep 5, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20260905.1f63894 latest2026-09-05 1f63894 6,356 BA view · diff
git:20260902.1fe14a32026-09-02 1fe14a3 6,247 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 (6356 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

outlinedriven/outline-driven-development · 55 stars · license Apache-2.0 · pushed 2026-09-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tjnm53sty5mrp4dx
GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/outline-driven-development/cloud-task-orchestrator
GET https://markdownregistry.com/api/v1/blob/a24a37d66aba7eec3fc4473962cf34a98f1ea2684c9c211dc6ba28df26011251

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.

More from outlinedriven/outline-driven-development

abi-and-calling-conventions SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/abi-and-calling-conventions/SKILL.md · Use when explaining System V AMD64, ARM AAPCS, RISC-V psABI, stack frames, variadic calls, or FFI register rules. Not…
git:20260905.e0ca87e · audit A · 55 stars
abstract-well SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/abstract-well/SKILL.md · Use when the user wants to classify abstractions as useful, bad, or busy and keep one shallow level. Not for tasks…
git:20260905.1f63894 · audit A · 55 stars
adc-dac-baremetal SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/adc-dac-baremetal/SKILL.md · Use when configuring ADC sampling time, DMA-driven ADC, calibration, or DAC channel setup on bare-metal MCUs. Not for…
git:20260912.5c5b759 · audit A · 55 stars
address-sanitizer SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/address-sanitizer/SKILL.md · Use when building or running native code under AddressSanitizer, interpreting an existing ASan report, or debugging a…
git:20260905.1f63894 · audit A · 55 stars
af-xdp SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/af-xdp/SKILL.md · Use when creating AF_XDP sockets, configuring UMEM and XSK rings, writing an XDP redirect program, or choosing copy…
git:20260912.07a8a1b · audit A · 55 stars
agent-environment-retrospective SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/agent-environment-retrospective/SKILL.md · Use when a completed session needs an agent-environment retrospective. Not for an engineering retrospective from…
git:20260905.1f63894 · audit A · 55 stars
agent-surface-forge SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/agent-surface-forge/SKILL.md · Use when asked to audit or repair agent surfaces (plugins, agents, skills, CLAUDE.md/AGENTS.md, docs, prompts…
git:20260905.1f63894 · audit A · 55 stars
agent-transcript SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/agent-transcript/SKILL.md · Use when a redacted, trimmed agent transcript must be appended to a GitHub PR or issue body, with human approval and…
git:20260905.1f63894 · audit A · 55 stars
agents-md SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/agents-md/SKILL.md · Use when a repo needs agent setup, AGENTS.md added or made lean, CLAUDE.md audited, or agent instructions scored or…
git:20260905.1f63894 · audit A · 55 stars
ai-collab-protocols SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/ai-collab-protocols/SKILL.md · Use when the user describes an AI workflow gap or uses an ambiguous cross-session reference such as ''the PR Bob…
git:20260912.5c5b759 · audit A · 55 stars
all-scenarios-storm SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/all-scenarios-storm/SKILL.md · Use when a user wants to enumerate plausible designs, configurations, scenarios, and paths and diagram the field before…
git:20260905.1f63894 · audit A · 55 stars
analysis-artifacts SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/analysis-artifacts/SKILL.md · Use when the user requests a deep dive, exploratory analysis, or data analysis on BigQuery. Not for credential…
git:20260912.5c5b759 · audit A · 55 stars

Every file in outlinedriven/outline-driven-development

Browse by kind, by grade A, or by owner.