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loop-engineeringlisted

Use when designing, authoring, or reviewing a closed agent loop (test→fix→retest, audit→fix→re-audit, generate→verify→correct) in this marketplace — the minimum-bar checklist, the ground-truth oracle taxonomy, and the anti-patterns, anchored to /qa:loop as the reference implementation.
AppVerk/av-marketplace · ★ 3 · Code & Development · score 76
Install: claude install-skill AppVerk/av-marketplace
# Loop Engineering ## What a loop is, and when to invoke this skill A closed agent loop is *act → verify → correct → repeat*, bounded by a budget. The **ground-truth oracle** — the signal that decides "correct" — is the load-bearing part; everything else is plumbing. A loop is only as trustworthy as the oracle that gates it. Invoke this skill when authoring or reviewing any closed loop in this marketplace, before it ships. The minimum bar below separates **Universal** items (every loop) from **Conditional** items (only loops that persist state, mutate the workspace, or auto-correct). `/qa:loop` (`plugins/qa/commands/loop.md`) is the reference implementation — it conforms to the whole MUST bar; cite its named anchors when you need a worked example. ## The minimum bar Every closed loop in this marketplace MUST meet the **Universal** items. The **Conditional** items become MUST when the loop **persists state, mutates the workspace, and/or auto-corrects toward a target**. Each Conditional item is gated independently by its own trigger; a loop that does not hit a trigger may mark that item **N/A with a one-line justification affirming it neither persists loop-critical state, mutates the workspace, nor auto-corrects** — never silently. ### Universal (always MUST) 1. **Name the oracle, and state what it cannot verify.** Declare the ground-truth signal *and* its blind spots. An unstated oracle is an unfalsifiable "it passed." → qa:loop's Coverage block reports `"Exercised"`, n