What is an autonomous loop project?

A loop refers to a multi-session agentic workflow where Claude or another AI agent performs complex, long-running tasks iteratively until a set of goals is met.

Does this skill implement the code itself?

No, this is a planning and visioning skill. it creates the VISION.md artifact which serves as the authoritative guide for implementation skills to follow.

Why does the skill use both Japanese and English?

The skill is designed to allow Japanese-speaking developers to define requirements naturally via interactive dialogue while generating standardized English VISION.md files for global compatibility.

How does the Codex review integration work?

The skill automatically delegates a review of your draft vision to a specialized sub-agent to ensure the goals are truly verifiable and the constraints are technically sound.

What makes a goal 'verifiable' in this skill?

A verifiable goal includes a concrete Acceptance field with a specific pass/fail condition, such as a command exiting with code 0 or the existence of a specific export in a file.

Soda Loop Vision

Name: Soda Loop Vision
Author: whatasoda

bywhatasoda

0•

生产力与工作流

Defines structured project visions and verifiable goals for autonomous multi-session agent loops.

Soda Loop Vision is a specialized workflow skill designed to bridge the gap between high-level project ideas and concrete implementation plans. It facilitates an interactive, iterative dialogue to uncover hidden requirements, identify technical constraints, and decompose complex projects into a series of 3-10 verifiable goals. By generating a standardized VISION.md file and setting up dedicated loop directories, it provides autonomous agents with a clear, machine-verifiable roadmap for long-running tasks. This skill is particularly effective for developers using agentic workflows who need to ensure project scope is well-defined and success criteria are measurable before execution begins.

主要功能

01Interactive requirements discovery with iterative clarifying questions

02Decomposes project descriptions into concrete, verifiable goals with pass/fail conditions

03Automated loop directory management and slugified branch naming

04Support for importing existing plan files as seeds for goal elicitation

05Integrated Codex review for validating goal verifiability and constraint clarity

060 GitHub stars

使用场景

01Defining the strategic blueprint for a complex multi-session coding task

02Translating vague project requirements into actionable, verifiable outcomes

03Establishing technical boundaries and scope for autonomous agent loops

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add whatasoda/agent-extensions soda-loop-vision

For use in Claude.ai and ChatGPT

Download Skill