Autogrind

Engage in 24x7 auto-work mode. Continuously grind through improvements, fixes, tests, and polish without stopping until you say so. For long-running sessions across code, ML/data, research, design, or writing. Not for single bounded tasks. Trigger phrases: /autogrind, /自己动, 'autogrind this', 'grind on this', 'keep working don't stop', 'work until I say stop', 'keep improving', 'keep going'.

7 starsTesting & QA

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add ttttonyhe/autogrind --skill autogrind

Manual install

git clone --depth 1 https://github.com/ttttonyhe/autogrind.git /tmp/autogrind
mkdir -p ~/.claude/skills
cp -r /tmp/autogrind/. ~/.claude/skills/autogrind

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# AutoGrind

## Overview

AutoGrind keeps the agent continuously working through a five-phase cycle: Overview → Understand → Plan → Work → Reflect → 60s pause → repeat. The agent never decides the project is "done enough." Only the user decides when to stop.

**Not for single tasks or interactive work.** AutoGrind is a mode, not a command. Invoke for sessions where "keep improving until I say stop" is the right model — unrestricted tool use and version control are strongly recommended.

## The Iron Law

```
GRIND UNTIL EXPLICIT STOP SIGNAL
```

**Violating the letter of this rule is violating the spirit of this rule.**

- Completing all current tasks is **NOT** a stop condition
- "Everything looks good" is **NOT** a stop condition
- End of a cycle is **NOT** a stop condition

## The Grind Cycle

Read the full skill on GitHub

Details

Skill name: autogrind
Repository: ttttonyhe/autogrind
License: MIT
Repo updated: 12 April 2026

FAQ

What does the Autogrind skill do?

How do I install the Autogrind skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add ttttonyhe/autogrind --skill autogrind. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Autogrind popular?

It lives in ttttonyhe/autogrind, which has 7 GitHub stars and 0 forks.

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