Conductor Plugin
Measure twice, code once.
Conductor is a plugin for AI coding agents (including Antigravity and Claude
Code) that enables Spec-Driven Development. It turns your agent into a
proactive project manager that follows a strict protocol to specify, plan, and
implement software features and bug fixes.
Instead of just writing code, Conductor ensures a consistent, high-quality
lifecycle for every task: Context -> Spec & Plan -> Implement.
The philosophy behind Conductor is simple: control your code. By treating
context as a managed artifact alongside your code, you transform your repository
into a single source of truth that drives every agent interaction with deep,
persistent project awareness.
🛠 Installation Guide
Conductor is packaged as a standard agent plugin, compatible across modern AI
coding agents. Choose the installation method for your environment below.
1. Antigravity
A. End-User Installation (Recommended)
Install directly from GitHub in a single command:
agy plugins install https://github.com/gemini-cli-extensions/conductor
B. Developer Installation (Live-Sync Global Link)
If you are a developer or contributor who wants to fork the repository, write
custom skills, or modify rule configurations, clone the repository locally and
link it:
Clone the repository:
git clone https://github.com/gemini-cli-extensions/conductor.git
cd conductor
Link globally for Antigravity:
mkdir -p ~/.gemini/config/plugins/ && ln -sfn "$(pwd)" ~/.gemini/config/plugins/conductor
Why this method? Creating a symlink acts as a live development link. Any edits
you make in your local Git branch are instantly loaded in real-time without
reinstalling!
C. Workspace-Level Isolation
If you want to isolate Conductor strictly inside a specific Git project:
Create the local plugins directory in your target project's root:
mkdir -p .agents/plugins/
Link Conductor to your local project:
ln -sfn /absolute/path/to/cloned/conductor .agents/plugins/conductor
2. Claude Code
End-User Installation
Register the marketplace repository and install the Conductor plugin directly in
your Claude Code session:
/plugin marketplace add gemini-cli-extensions/conductor
/plugin install conductor
🔄 Uninstallation
To safely remove Conductor from your environment:
- Antigravity:
- CLI Installation: Run
agy plugins uninstall conductor
- Global Link: Run
rm -f ~/.gemini/config/plugins/conductor
- Workspace Link: Run
rm -f .agents/plugins/conductor
- Claude Code: Run
/plugin remove conductor and /plugin marketplace remove gemini-cli-extensions/conductor
🚀 Features
- Plan before you build: Create specs and plans that guide the agent for
new and existing codebases.
- Maintain context: Ensure AI follows style guides, tech stack choices,
and product goals.
- Iterate safely: Review plans before code is written, keeping you firmly
in the loop.
- Work as a team: Set project-level context for your product, tech stack,
and workflow preferences that become a shared foundation for your team.
- Build on existing projects: Intelligent initialization for both new
(Greenfield) and existing (Brownfield) projects.
- Smart revert: A git-aware revert command that understands logical units
of work (tracks, phases, tasks) rather than just commit hashes.
🎨 Adaptive User Experience (UX Layer)
Conductor natively adapts its user interface to match the specific visual
capabilities of your active developer environment (IDE chat box, terminal
console, or web editor).
This is powered by the integrated View Layer UX Adapter:
- Interactive GUI Modals: If your host editor supports visual interactive
dialog elements, Conductor will automatically capture selections, decision
interviews, and track options as native graphical modal dialog windows.
rules/: Custom adapter rules tailored for visual IDE environments
(like Antigravity).
- Graceful CLI Fallback: If you are operating in a plain text terminal
console (such as Claude Code), Conductor automatically detects the console
environment and adapts all interactive steps into clean, structured
text-based choice menus with bracketed numbers (e.g.,
[1] Option A, [2] Option B).
This dynamic, semantic adaptation occurs natively behind the scenes with zero
configuration required, ensuring the optimal developer experience regardless
of your chosen workflow environment.
📖 Usage & Lifecycle
Conductor manages the entire lifecycle of your development tasks through
namespace-grouped commands.
[!NOTE] Note on Token Consumption: Conductor's spec-driven approach
involves reading and analyzing your project's context, specifications, and
plans. This can lead to increased token consumption, especially in larger
projects or during extensive planning and implementation phases. You can check
the token consumption in the current session by running /stats model (in
compatible clients).
1. Set Up the Project (Run Once)
When you run /conductor:conductor-setup, Conductor helps you define the core
components of your project context. This context is then used for building new
components or features by you or anyone on your team.
- Product: Define project context (e.g. users, product goals, high-level
features).
- Product guidelines: Define standards (e.g. prose style, brand messaging,
visual identity).
- Tech stack: Configure technical preferences (e.g. language, database,
frameworks).
- Workflow: Set team preferences (e.g. TDD, commit strategy). Uses
workflow.md as a customizable template.
Generated Artifacts:
conductor/product.mdconductor/product-guidelines.mdconductor/tech-stack.mdconductor/workflow.mdconductor/code_styleguides/conductor/tracks.md
/conductor:conductor-setup
2. Start a New Track (Feature or Bug)
When you’re ready to take on a new feature or bug fix, run
/conductor:conductor-new-track. This initializes a track — a high-level
unit of work. Conductor helps you generate two critical artifacts:
- Specs: The detailed requirements for the specific job. What are we
building and why?
- Plan: An actionable to-do list containing phases, tasks, and sub-tasks.
Generated Artifacts:
conductor/tracks/<track_id>/spec.mdconductor/tracks/<track_id>/plan.mdconductor/tracks/<track_id>/metadata.json
/conductor:conductor-new-track
# OR with a description
/conductor:conductor-new-track "Add a dark mode toggle to the settings page"
3. Implement the Track
Once you approve the plan, run /conductor:conductor-implement. Your coding
agent then works through the plan.md file, checking off tasks as it completes
them.
Updated Artifacts:
conductor/tracks.md (Status updates)conductor/tracks/<track_id>/plan.md (Status updates)- Project context files (Synchronized on completion)
/conductor:conductor-implement
During implementation, you can also monitor, revert, or review work using the
following commands:
Check status: Get a high-level overview of your project's progress.
/conductor:conductor-status
Revert work: Safely undo a feature, phase, or a specific task.
/conductor:conductor-revert
Review work: Review completed work against guidelines and the plan.
/conductor:conductor-review
📋 Commands Reference
| Command |
Description |
Generated Artifacts |
/conductor:conductor-setup |
Scaffolds the project and sets up the Conductor environment. Run this once per project. |
conductor/product.md
conductor/product-guidelines.md
conductor/tech-stack.md
conductor/workflow.md
conductor/tracks.md |
/conductor:conductor-new-track |
Starts a new feature or bug track. Generates spec.md and plan.md. |
conductor/tracks/<id>/spec.md
conductor/tracks/<id>/plan.md
conductor/tracks.md |
/conductor:conductor-implement |
Executes the tasks defined in the current track's plan. |
conductor/tracks.md
conductor/tracks/<id>/plan.md |
/conductor:conductor-status |
Displays the current progress of the tracks file and active tracks. |
Reads conductor/tracks.md |
/conductor:conductor-revert |
Reverts a track, phase, or task by analyzing git history. |
Reverts git history |
/conductor:conductor-review |
Reviews completed work against guidelines and the plan. |
Reads plan.md, product-guidelines.md |
💡 Best Practices for Task Corrections
When a task or phase in your Conductor project wasn't completed correctly, you
have three native recovery flows:
- Agile In-Flight Corrections: If you notice an implementation gap while
the agent is actively coding, specify the fix directly in the chat. The
agent will natively adapt its coding loop and verify the fix before
finalizing the task.
- Review Corrections (
/conductor:conductor-review): If issues are caught
after a task/phase is marked completed, run the review command. The review
agent will audit changes, verify style guides, execute tests, and append a
Review Fixes tracking phase to plan.md to resolve them.
- Safe State Reversions (
/conductor:conductor-revert): If a task
implementation is fundamentally flawed and needs a complete reset, run the
revert command. This rolls back specific Git commits safely and resets the
task state back to pending [ ] so you can prompt a fresh approach.
🚂 Getting Started (Natural Language Triggering)
Once Conductor is installed in your environment, you don't need to memorize
slash commands. You can interact with Conductor natively using natural language.
Your active agent will dynamically recognize your intent and execute the
corresponding Conductor protocol in the background:
- To Scaffold a Project: > "Let's create a new Conductor project" or
"Run setup for Conductor"
- To Plan a Feature: > "Let's start a new track to add a login screen"
or "Create a plan for the dark mode track"
- To Execute the Plan: > "Start implementing the active plan" or
"Proceed with the implementation"
- To Check Progress: > "How is our track progress going?" or "Show the
current project status"
- To Revert or Fix a Task: > "Revert the last completed task" or "Let's
review the completed phase"
📂 Repository Structure
/skills: The protocol logic (SKILL.md) for each command./rules: Platform-specific operational rules files.
🎓 Resources
⚖ License
Conductor 是面向 Antigravity 和 Claude Code 等 AI 编程智能体的插件，支持规格驱动开发（Spec-Driven Development），把智能体变成一个主动的项目经理，对每个功能或缺陷修复都遵循 Context -> Spec & Plan -> Implement 的工作流。