Guide Butterfly CLI server, session, and log operations for developers.
npx skills add https://github.com/dannyxiaocn/butterfly-agent --skill butterfly
Please help me install this Agent Skill. Skill: butterfly Source: https://github.com/dannyxiaocn/butterfly-agent/tree/main/skillhub/butterfly Command: npx skills add https://github.com/dannyxiaocn/butterfly-agent --skill butterfly
Butterfly CLI usage and development guidance helps users operate the Butterfly agent-runtime and contribute to its codebase, streamlining both operational use and code-level collaboration.
Start the Butterfly server and begin a chat session to observe the runtime, sessions, and prompts in action.
High-intent search queries and answers about installing and using this skill.
To run an agent runtime with the Butterfly CLI, launch the server and begin a chat session to observe the session lifecycle, prompts, and tooling in action.
The Butterfly agent runtime manages sessions and prompts using a Python-based, filesystem-driven architecture to handle the session lifecycle, create entities, and execute tooling workflows.
Yes, you can use the Butterfly CLI to view logs and set up entities within the filesystem-driven architecture to manage agent operations and tooling workflows.
To contribute to the Butterfly codebase and skill engine, use the developer-focused guidance to modify the runtime providers and tool engine, then submit improvements to docs and tests.
The best way to set up tools and skills in a filesystem-driven agent architecture is to create entities and prompts directly within the filesystem to execute tooling workflows.
MakisuoInstall and configure a local ClickHouse environment with clickhousectl.
slowman2084Analyze prompt histories to detect anti-patterns and generate retrospective reports.
BrennonTWilliamsCreate project issues from natural language input or conversation context.
caobingshengDesign autonomous AI agent systems with tool integration and memory management.
