Individual skill

feedback-loop-positive-vs-negative

Use this skill when designing system architecture or product mechanics that involve feedback loops at a higher level than UI state — recommendation engines, gamification, growth mechanics, engagement systems, or any system where one user action affects subsequent actions in compounding or stabilizing ways. Trigger when designing growth loops, retention features, or system dynamics; when reviewing a feature for unintended consequences; when discussing engagement vs. wellbeing tradeoffs. Sub-aspect of `feedback-loop`; read that first.

plugins/interaction-and-control-principles/skills/feedback-loop-positive-vs-negative/SKILL.md

Source commit 09b9858fc983fe917b7fedae67a9625d9e6655a6

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

Yes

Repository scan complete

No

Skill scan complete

Yes

Observed behavior

Instructions only

Last checked

Nov 6, 2026

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

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