loopy
A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent workflows.
Loopy is an AI agent skill that enables assistants to find, create, and execute repeatable workflow loops with built-in feedback cycles. It provides agents with structured methods to discover recurring work patterns, adapt published loops from a public catalog, craft new bounded workflows through guided interviews, and run them with clear stopping conditions. The skill helps agents move beyond one-shot prompts to iterative, self-checking workflows for tasks like fixing production errors, improving test coverage, and keeping documentation current. Loopy integrates with Codex, Cursor, and Claude Code, giving agents access to a live loop library and nine distinct workflow paths for managing repeatable tasks.
Key Features
Use Cases
- 01Converting repeated maintenance scripts or CI workflows into reliable, self-checking loops
- 02Finding and adapting proven loops for keeping documentation synchronized with code
- 03Creating feedback-driven workflows for improving test coverage incrementally
- 04Running bounded iterations to fix production errors with clear success verification
- 05Analyzing coding history to identify and automate frequently repeated engineering tasks
- 06Building reusable project loops for customer feedback triage and verified fixes
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loopy — FAQ
What is Loopy and what does it do?+
Loopy is an installable AI agent skill that helps agents discover, adapt, craft, run, and save repeatable workflow loops with built-in feedback and stopping conditions. It gives agents structured access to a public loop library and nine workflow paths for managing iterative tasks that require checking progress and deciding next steps.
How do I install Loopy?+
Install Loopy using npx with the skills add command, specifying your agent platform (Codex, Cursor, or Claude Code). For example, run 'npx skills add Forward-Future/loopy --skill loopy --agent cursor -g -y' to install globally for Cursor. The -g flag makes it available in all projects; omit it for project-only installation.
Which AI clients work with Loopy?+
Loopy works with Codex, Cursor, and Claude Code. In Codex, invoke it with /skills or $loopy; in Cursor, use /loopy in Agent chat; in Claude Code, type /loopy followed by your request.
Does Loopy require API keys or special permissions?+
Loopy requires Node.js and npx to install. It accesses the public Loop Library catalog without requiring API keys. The skill can only inspect repositories and coding threads that your agent already has access to.
Is Loopy free to use?+
Yes, Loopy is open source and available under the MIT License. Both the skill and the public Loop Library catalog are free to use.
How does Loopy invoke and run loops safely?+
Loopy runs loops in bounded passes with clear stopping conditions and requires explicit approval before taking actions like deployment, scheduling, publishing, or sending messages. Each run produces an evidence-backed receipt showing what happened and why it stopped, ensuring loops never run indefinitely.
How do I install loopy?+
Open the source repository on GitHub and follow its README. loopy is a skill — MCP Agents Market links you directly to the official repo.
Is loopy free?+
loopy is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.