primeline-ai

Auto Run — Development skill for Claude Code

Development community

Autonomous personalized research loop — set a topic, get a quality-gated report.

How to install Auto Run

Installs to ~/.claude/skills/primeline-ai-claude-adaptive-research-auto-run/SKILL.md

Terminal

mkdir -p ~/.claude/skills/primeline-ai-claude-adaptive-research-auto-run && curl -fsSL https://raw.githubusercontent.com/primeline-ai/claude-adaptive-research/HEAD/commands/auto-run.md -o ~/.claude/skills/primeline-ai-claude-adaptive-research-auto-run/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Auto Run does

description: "Autonomous personalized research loop — set a topic, get a quality-gated report" arguments:

name: topic description: "Research topic (free text) or --preset name or --setup for first-time configuration" required: false

/auto-run

Autonomous research loop with quality gate and personalized adaptations.

FIRST RUN CHECK

Check if `_autonomous/config.yaml` exists in the current project directory.

**If NOT exists → run setup automatically:**

Show the user

Alternatives in Development

Ralph Loop — Autonomous coding loop — works through tasks, commits, repeats 14k ★
Ralphy — My Ralph Wiggum setup, an autonomous bash script that runs Claude Code, Codex, OpenCode, Cursor agent, Qwen & 2.8k ★
/autopilot — Autonomous hunt loop with deterministic scope safety and configurable checkpoints 1.2k ★