automatic-cybernetic-flow-design SKILL.md skillA

automatic-cybernetic-flow-design 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/automatic-cybernetic-flow-design@git:20260912.5c5b759

Pins git:20260912.5c5b759 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/automatic-cybernetic-flow-design/SKILL.md
Versions recorded
3
Latest version
git:20260912.5c5b759, committed Sep 12, 2026
First version recorded
Sep 2, 2026
Size
4,367 bytes
Repository stars
55
License
Apache-2.0

Use when the user wants a cybernetic flow design document for an interactive system. Not for implementing or deploying the system.

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

# Automatic cybernetic flow design

## Contract

| Field | Bound contract |
|---|---|
| Trigger | User wants a cybernetic flow design document specifying sensors, actuators, feedback paths, delays, and oscillation risk for an interactive system. |
| Authority | Reversible local: writes only the single named local design document; rollback is deleting or overwriting that file. No remote mutation. |
| Side effect | A cybernetic flow design document at the named local path. No source code, runtime, or remote mutation. |
| Done | A design document with sections for sensors, actuators, feedback, delay, oscillation, a wiring diagram, and a dynamic-routing note, written to the named local file. |

## Inputs

Required:
- The interactive system description: what state it controls, what it observes, and what actions it can take.
- The primary control objective: the state the system tries to hold or steer.
- Observable signals (sensors) and available actions (actuators).
- Per-path delay classifications: fixed, variable, or bounded with the bound.
- The named local output file path.

Optional:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add outlinedriven/outline-driven-development/automatic-cybernetic-flow-design@sha256:2fed9ac09f9e9e8d

The line at the top of this page pins the label git:20260912.5c5b759, 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_alefqpriak37y7sb.svg)](https://markdownregistry.com/a/art_alefqpriak37y7sb)

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

Versions

The registry has recorded 3 versions of this file, between Sep 2, 2026 and Sep 12, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20260912.5c5b759 latest2026-09-12 5c5b759 4,367 BA view · diff
git:20260905.1f638942026-09-05 1f63894 4,336 BA view · diff
git:20260902.1fe14a32026-09-02 1fe14a3 4,464 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 (4367 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_alefqpriak37y7sb
GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/outline-driven-development/automatic-cybernetic-flow-design
GET https://markdownregistry.com/api/v1/blob/2fed9ac09f9e9e8d6a00058b6b3f4d0f94fda8446af19eb8a43e8f264a8ddce1

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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