Individual skill

cybernetic-loop

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.

.devin/skills/cybernetic-loop/SKILL.md

Read pinned source

Source commit b0e8ce89a19fac880251dc3ea1babfeb4503a4fe

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Not checked yet
Last checked
Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
55
Repository last updated
Sep 28, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# 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. |
| Done | Return exactly one terminal status: `already-holds` when the full frozen check set passes before mutation; `restored` when all frozen checks pass together in one run within budget; or `non-converged` after restoring the checkpoint and returning the run transcript. |

## Inputs

- Exactly one caller-supplied invariant stated so a check can falsify it. It must describe behavior outside the prior happy path.