tempestai-dev/tempest — Run Claude Code, Codex, Gemini and any other CLI Agent with 64% fewer tokens and 54% fewer tool call…

Description and use

**Project Summary:**

Tempest is an open-source project that enables developers to run various AI CLI agents, such as Claude Code, Codex, and Gemini, with reduced token usage and tool calls. This tool helps streamline the development process by providing a pre-configured model stack, making it easier to prototype AI features and build RAG or agent workflows. With its recent activity, adoption, and strong ecosystem signals, Tempest is a promising candidate for serious piloting.

**Value Proposition:**

The primary value of Tempest lies in its ability to simplify the development process by providing a pre-configured model stack, allowing developers to focus on building AI features without starting from scratch. This reduces the time and effort required to prototype AI features, making it an attractive option for developers looking to integrate AI capabilities into their projects.

**Practical Adoption Path:**

To adopt Tempest, developers can follow these steps:

1. Evaluate the project's implementation signals, such as API/SDK/CLI, language metadata, and focused topics.
2. Review the project's documentation and tutorials to understand how to integrate Tempest with their existing projects.
3. Assess the project's production readiness, including its recent activity, adoption, and ecosystem signals.
4. Consider the potential risks, such as license, security

Problem

tempestai-dev/tempest helps add AI capability without starting from a blank model stack.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

Run Claude Code, Codex, Gemini and any other CLI Agent with 64% fewer tokens and 54% fewer tool calls

Source