cybernetic-loop SKILL.md skillA
cybernetic-loop from outlinedriven/outline-driven-development is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add outlinedriven/outline-driven-development/cybernetic-loop@git:20260905.1f63894Pins 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/cybernetic-loop/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260905.1f63894, committed Sep 5, 2026
- First version recorded
- Sep 2, 2026
- Size
- 6,612 bytes
- Repository stars
- 55
- License
- Apache-2.0
Use when the caller supplies a falsifiable out-of-happy-path invariant and a finite budget. Restores via bounded patches or reverts. Not for normal feature delivery or universal retries.
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
# Cybernetic loop ## Contract | Field | Bound contract | |---|---| | Trigger | Use only when the caller names one falsifiable invariant outside the prior happy path, such as reorganization, peer-to-peer behavior, or index recovery, together with one finite patch budget. Do not use this workflow for normal feature delivery or as a universal retry loop. | | Authority | Reversible local: writes only budgeted candidate patches within the bounded local working-tree scope recorded before mutation; rollback is restoring the pre-run checkpoint byte-for-byte, including any pre-existing state. No remote mutation. | | Side effect | Mutates the working tree only through candidate patches applied after the checkpoint. Keep a candidate only when the full frozen check set shows that at least one failing check now passes and no previously passing check fails; otherwise revert that candidate. On non-convergence, revert every retained candidate to the checkpoint. | …
Read the whole file at its exact version.
How to install
mdr add outlinedriven/outline-driven-development/cybernetic-loop@sha256:4679a4e9213b8161The 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.
[](https://markdownregistry.com/a/art_aezfjebyry5ilzkq)
4 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.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.1f63894 latest | 2026-09-05 | 1f63894 | 6,612 B | A | view · diff |
| git:20260902.1fe14a3 | 2026-09-02 | 1fe14a3 | 6,681 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6612 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
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_aezfjebyry5ilzkq GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/outline-driven-development/cybernetic-loop GET https://markdownregistry.com/api/v1/blob/4679a4e9213b81611adea465069ebca8386f1ebfb59cf3c9b3499d8306c9531f
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.