Stop That Shit

Stop That Shit is a set of skill and hook guard tools that prevents AI coding agents from scope creep and generating unnecessary output.

This tool provides a framework for AI coding agents to maintain specific task boundaries, preventing issues like scope creep, task thrashing, and the generation of unnecessary files or hashes. It uses a "Stop Ladder" method to force the identification of evidence for each agent action, ensuring that every step is necessary for the current task. Users declare authorized actions, files, and dependencies, which the system then validates via hook guards. It functions through adapters for various agents and includes a specialized writing skill for auditing and rewriting text outputs. The tool requires Node.js 18+ and relies on explicit user declarations to audit agent behavior against defined constraints.

Stop That Shit at a glance

Best for: Software engineer
Runs on: Codex, Claude Code, OpenCode, Hermes Agent CLI, CLI
Pricing: Free
Released: August 2026
Category: AI coding tool
Website: take-a-deep-breath0.com

Key features

Stop Ladder logic for evidence-based task validation
Hook-based guard rails for agent actions
Task mode declarations including review and change
Adapter support for multiple AI coding agents
STSS writing skill for auditing text outputs
Boundary verification for files, hashes, and subagents

Use it for

Preventing AI agents from creating unneeded output files
Stopping scope creep during coding sessions
Verifying the necessity of agent actions before execution
Auditing generated content for unnecessary disclaimers

Alternatives to Stop That Shit

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Knock — It reduces token usage and provides codebase memory across agent sessions.
Anti Samcheonpo — Catches redundant AI tasks and blocks wasted agent spending.
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Destructive Command Guard — It prevents AI agents from accidentally running commands that destroy work.
Paveo — Enforces deterministic rules on AI agents to prevent destructive actions.

All Stop That Shit alternatives