---
name: stop-slop
description: Enforce high-quality, slop-free output in all Claude responses. MANDATORY AUTOMATIC INVOCATION: This skill is always active. It governs how Claude writes text, code comments, commit messages, documentation, and any other output. Detects and eliminates generic AI filler, hollow phrases, unnecessary verbosity, and performative enthusiasm. Applies to all output — conversation, code, docs, and generated content.
---

**Grok skill.** This maps to the shared skill in `.claude/skills/stop-slop/SKILL.md`.

Read the source (GrepAI-first) and follow it for output quality enforcement. For Grok, apply the same slop-free rules in responses, code, docs, commits. Use it to critique and fix generated content.

The rules and detection for high-quality output are in `.claude/skills/stop-slop/SKILL.md`.

MANDATORY for quality in all Grok output too (even though named for Claude, the harness applies).

See also: .grok/README.md , CLAUDE.md coding guidelines.
