mixedbread-ai

Openclaw Search Subagent — AI skill for Claude Code

AI community

An OpenClaw plugin that turns Mixedbread's Toast-1 model into a local-search subagent.

How to install Openclaw Search Subagent

This entry records only its repository, not the path inside it, so there is no exact command to give. Open mixedbread-ai/openclaw-search-subagent and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Openclaw Search Subagent does

An OpenClaw plugin that turns Mixedbread's Toast-1 model into a local-search subagent.

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README

@mixedbread/openclaw-search-subagent

An [OpenClaw](https://openclaw.ai) plugin that turns [Mixedbread](https://mixedbread.com)'s **Toast-1** model into a local-search subagent. It registers two things:

mixedbread model provider — Toast-1 (mixedbread/toast-1) via the OpenAI-compatible endpoint at https://api.mixedbread.com/v1, with API-key auth (MIXEDBREAD_API_KEY, or openclaw models auth login).
search_subagent agent tool — lets any agent delegate a local file/code search. The tool spawns a subagent session (agent:search:subagent:) running Toast-1, which searches the workspace with ripgrep/grep (read-only) and returns path:line findings inline to the calling agent.

Why: your main agent (e.g. Claude) stays focused while a cheap, fast, search-specialized model does the grepping.

How it works

The tool has two transports and picks automatically:

Gateway runtime (api.runtime.subagent.run) when executing inside the Gateway process.
CLI fallback (openclaw agent --agent search --session-key …) when the tool executes in a bridged process (e.g. the claude-cli / Claude Code MCP bridge), where the in-process subagent runtime is unavailable. A sessions_spawn-style child would inherit the CLI harness's tool ceiling and end up with no callable tools; the CLI turn does not.