gemini-cli-orchestrator: Instructions file for Claude Code

CLAUDE.md

gemini-cli-orchestrator CLAUDE.md is an instructions file for Claude Code from dnnyngyen/gemini-cli-orchestrator. It costs 363 tokens per session, scanned A, original, MIT.

Repository instructions for a server that gives AI agents collaboration advice for working with Google's Gemini command-line tool. It returns guidance prompts and does not run commands or manage files.

In plain words
What is it for?
Use them when developing or running the Gemini collaboration MCP server and when understanding its prompt-based design.
Why use it?
They clarify that the project provides strategic instructions only, so agents do not expect it to execute workflows or store their state.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions Gemini CLI.

This is dnnyngyen/gemini-cli-orchestrator's own configuration. It tells Claude Code how to work on gemini-cli-orchestrator itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything gemini-cli-orchestrator configures →

Reuse

Borrowing it

Nothing to install: this file belongs to dnnyngyen/gemini-cli-orchestrator. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/dnnyngyen/gemini-cli-orchestrator/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/dnnyngyen/gemini-cli-orchestrator

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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<a href="https://agentmods.dev/instructions/dnnyngyen/gemini-cli-orchestrator/claude-md"><img src="https://agentmods.dev/badge/instructions/dnnyngyen/gemini-cli-orchestrator/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 363 This file is loaded in full into every session.
When invoked 363 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00363 $0.00363
Opus 5 $0.00181 $0.00181
Sonnet 5 $0.00073 $0.00073
Haiku 4.5 $0.00036 $0.00036

Measured 8d ago against content hash 7e1947bae965, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

gemini-cli-orchestrator CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 36 lines

What it actually says

Gemini CLI Orchestrator - Development Context

Project Overview

This is the gemini-cli-orchestrator project - a pure metaprompting MCP server that guides AI agents on how to collaborate with Google's Gemini AI model. It provides NO execution logic, only intelligent guidance.

Core Philosophy

Metaprompting-First: Don't build intelligence into the system. Build prompts that elicit intelligence from the agent.

Key Components

  • gemini-collaboration-guide.mjs: Pure metaprompting MCP server that teaches collaboration strategies
  • Pure Guidance Tools: Tools that return metaprompts, not execution results
  • Universal Portability: Works anywhere the agent has bash access and gemini CLI installed

Architecture

  • Teacher Model: Provides strategic guidance rather than executing commands
  • No State Management: Stateless guidance system with no workflow storage
  • No File Processing: Agents handle file operations using their own tools
  • No Shell Execution: Agents run gemini commands using their own bash capabilities

Commands

node gemini-collaboration-guide.mjs    # Start pure metaprompting MCP server
npm run mcp                           # Start server
npm test                              # Run tests

How It Works

  1. Agent requests guidance using MCP tools
  2. Server returns rich metaprompts that teach strategic thinking
  3. Agent applies guidance to execute their own bash commands
  4. Agent collaborates with gemini CLI directly using server's teaching

Requirements

  • External gemini CLI must be installed and configured on the agent's system
  • Agent must have bash/shell access for executing gemini commands
  • No server-side authentication or file access required
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 36 lines · 363 tokens per session scan A 7e1947bae965

Subscribe to this mod's changes

gemini-cli-orchestrator CLAUDE.md is an instructions file published in the GitHub repository dnnyngyen/gemini-cli-orchestrator (28 stars, last pushed 1y ago), licensed MIT. It adds 363 tokens to every session, about $0.0018 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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