multi-llm

moebit-tools

A personal Claude Code plugin marketplace hosting multi-llm (cross-model collaboration), project-status (interactive HTML progress tracker), and research-dev-loop (autonomous research → plan → implement → test loop with Codex critique and Obsidian wiki memory).

Plugins & skills

Plugin	Skill	What it does
multi-llm	brainstorm	Multi-turn dialogue between OpenAI and Gemini on a topic; optional --research mode where both models use web search.
project-status	project-status	Generate or update project_status.html — an interactive page showing the main parts of a project, what's shipped, and what's pending. Styled with the ivory/clay/olive palette from thariqs.github.io/html-effectiveness.
research-dev-loop	research-dev-loop	Autonomous research → plan → implement → test loop. Codex critiques the plan and reviews the implementation; every stage is mirrored into an Obsidian wiki for cross-cycle memory; commits after each successful stage. Configurable via references/program.md.

Install

Prerequisites

• For multi-llm: uv — brew install uv or conda install -c conda-forge uv. The brainstorm script declares its dependencies inline and uv run resolves them on first call. Also OPENAI_API_KEY and GEMINI_API_KEY (or GOOGLE_API_KEY) in the shell that runs Claude Code.
• For project-status: nothing beyond Claude Code itself — pure HTML output, no runtime deps.
• For research-dev-loop: the Codex plugin for plan/implementation reviews and the claude-obsidian plugin for wiki mirroring. The skill degrades if either is missing, but the full critique + audit-trail loop needs both.

Install from this repo

moebit-tools is a Claude Code plugin marketplace hosting the two plugins listed above. From inside Claude Code:

/plugin marketplace add moebit/claude
/plugin install multi-llm@moebit-tools
/plugin install project-status@moebit-tools
/plugin install research-dev-loop@moebit-tools

Then run /reload-plugins to activate. The skills become available as /multi-llm:brainstorm, /project-status:project-status, and /research-dev-loop:research-dev-loop (all also auto-invoke from natural-language triggers).

Because the repo is private, gh auth status (or another git credential helper) must be authenticated for the host running Claude Code so the marketplace clone can fetch.

You can also install via the CLI before launching Claude Code:

claude plugin marketplace add moebit/claude
claude plugin install multi-llm@moebit-tools
claude plugin install project-status@moebit-tools
claude plugin install research-dev-loop@moebit-tools

Local development (skip marketplace)

To iterate without committing/pushing:

claude --plugin-dir /path/to/claude

Run /reload-plugins after edits to pick up changes.

multi-llm

Usage

Ask Claude naturally — the skill description triggers it:

"Brainstorm with the other models on how to design a distributed task queue."

Or invoke directly:

/multi-llm:brainstorm how to design a distributed task queue

Add "research it" / "use web search" to engage the --research flag, which turns on web search for both models.

How it works

1. Claude invokes skills/brainstorm/SKILL.md.
2. The skill runs scripts/brainstorm.py via uv run (inline dependency metadata).
3. The script alternates calls to OpenAI (Responses API) and Gemini (google-genai SDK), feeding each model the running transcript.
4. The transcript streams to stdout; Claude reads it back and synthesizes for the user.

Configuration

Variable	Purpose	Default
OPENAI_API_KEY	OpenAI auth	(required)
GEMINI_API_KEY / GOOGLE_API_KEY	Google AI auth	(required)
BRAINSTORM_OPENAI_MODEL	OpenAI model name	gpt-5.5 (gpt-5.5-pro with --pro)
BRAINSTORM_GEMINI_MODEL	Gemini model name	gemini-3.1-flash-lite-preview (gemini-3.1-pro-preview with --pro)

Defaults pick the cheap-but-current tier. Pass --pro (or ask Claude for "the Pro models") to swap both sides to the top tier for the run.

project-status

Usage

Run the skill from any project directory:

/project-status:project-status

…or in natural language: "build a status page for this project", "make a progress tracker", "generate a project board".