autonomous-loop

Manage autonomous iterative development loops with checkpointing, cost tracking, and safety limits.

Updated Jan 5, 2026

Search Tags:#automation #safety #iteration #checkpoint #loop #cost-tracking

One-click install

npx skills add https://github.com/nbarthelemy/simdeck --skill autonomous-loop

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: autonomous-loop
Source: https://github.com/nbarthelemy/simdeck/tree/main/.claude/skills/autonomous-loop
Command: npx skills add https://github.com/nbarthelemy/simdeck --skill autonomous-loop

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill manages autonomous iterative development loops that continue until completion conditions are met, with checkpointing, cost tracking, and safety limits.

Core Features & Use Cases

Multiple loop modes: Standard loop, Test-Driven Loop, Verification Loop, and Refinement Loop.
Checkpointing & progress: Auto-checkpoints at milestones and tracks iterations and costs.
Safety controls: Time, iteration, and cost limits with self-termination on success or failure.

Quick Start

/loop "Build a REST API with tests" --until "All tests passing" --max 10