Claude Code multi-agent

Pilotfish

Multi-model orchestration layer for Claude Code — the frontier model plans, cheaper models execute, verification guards quality. One-prompt install.

714 stars 45 forksMulti-agent & worktrees Plugin marketplace Source

Install

Inside Claude Code
/plugin marketplace add Nanako0129/pilotfish

Found in the project README. Check it for setup steps after installing.

From source
git clone https://github.com/Nanako0129/pilotfish.git

From the README

pilotfish 🐟
Small, fast role agents handle volume work while the frontier main session
keeps planning, approval, integration, and final judgment.

pilotfish is a multi-model orchestration policy for
Claude Code. The macOS and Linux Plugin
adds hook-based ambient activation; the global configuration install remains a
legacy alternative. The policy uses the opus family for the main session,
Sonnet for bounded execution, Haiku for reconnaissance, and fresh Opus contexts
for risk-triggered review.

繁體中文

Contents

- Why
- How it works
- Install
- Operate
- Documentation
- Project

Why

Most coding-session tokens are spent on search, repetitive edits, tests, and
documentation rather than frontier judgment. pilotfish routes those bounded
paths to cheaper roles while keeping the main session accountable and using
fresh-context reviewers at material acceptance boundaries.

New installs default to the opus alias; Fable remains an explicit
/model fable choice. This is a cost-aware default, not a claim that one model
wins every task. The rationale and measurements live in
research, the design notes, and
23.

How it works

The Plugin packages the policy and namespaced roles under Claude Code's
native Plugin lifecycle. The legacy global install uses these direct targets:

If CLAUDE_CONFIG_DIR is set, all ~/.claude/ paths above move under that
configuration root.

Each role's effort is a recommended default, not a fixed setting. The policy asks
the main session to pass the Agent tool's effort (Claude Code 2.1.292 or newer)
for each delegation, chosen from the task's difficulty, ambiguity and cost of
error: a lookup can stay at low while a hard investigation runs at high. The
reviewers have a floor at their defaults: verifier and plan-verifier never
below medium, security-reviewer…
Read the full README on GitHub

Details

Language
Python
License
MIT
Last updated
9 October 2026
Topics
ai-agentsanthropicclaudeclaude-codemulti-agentorchestration

FAQ

What is Pilotfish?

Multi-model orchestration layer for Claude Code — the frontier model plans, cheaper models execute, verification guards quality. One-prompt install. It is a multi-agent for Claude Code, from Nanako0129/pilotfish on GitHub.

How do I install Pilotfish?

Run /plugin marketplace add Nanako0129/pilotfish inside Claude Code, then follow the setup in the README.

Is Pilotfish popular?

Nanako0129/pilotfish has 714 GitHub stars and 45 forks, and is included in 1 curated Claude Code list. It was last updated on 9 October 2026.

More multi-agent & worktrees

Browse the most popular Claude Code mods, all multi-agent & worktrees, or the skills and MCP server directories.