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llm-self-loop

Use when a button click, dashboard check, or human verdict sits inside an iteration loop and needs an autonomous gate. Not for remote, credential, publish, deploy, or irreversible changes.

.devin/skills/llm-self-loop/SKILL.md

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# LLM self loop

## Contract

| Field | Bound contract |
|---|---|
| Trigger | A human explicitly invokes this skill for a task whose iteration loop depends on a button click, dashboard check, terminal or web interaction, screenshot inspection, copy-paste, secret entry, or human verdict. |
| Authority | Reversible local: writes only named local harness artifacts; rollback is undo. No remote mutation. |
| Side effect | Replace inner-loop human gates with local CLI triggers, file outputs, structured logs, or contract assertions, limited to the workflow and local artifacts named by the human. |
| Done | The loop reaches its asserted completion condition without an inner-loop human action, or every step that cannot be automated is removed from the inner loop and represented as one outer-loop approval or a discrete human handoff. |

## Inputs

Required: the workflow or local harness to restructure; the command, click, observation, or verdict that currently requires a human; and the loop's intended completion condition.