TAKT

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TAKT Agent Koordination Topology — Orchestrate multiple AI agents with structured review loops, managed prompts, and guardrails.

Talk to AI to define what you want, queue it as a task, and run it with takt run. Planning, implementation, review, and fix loops are defined in YAML workflow files, so the process is not left to the agent's discretion. TAKT coordinates Claude Code, Codex, OpenCode, Cursor, and GitHub Copilot CLI as agents with different roles, permissions, and context.

TAKT is built primarily for AI coding workflows, but the same model applies beyond coding: any task where multiple AI agents need to coordinate, or where review, judgment, and feedback loops can improve task quality.

TAKT is built with TAKT itself (dogfooding).

Why TAKT

AI coding agents are powerful, but they do not automatically create a stable development process. In long-running work, they forget instructions, accumulate polluted context, blur implementation and review responsibilities, and often force humans to repeat the same feedback again and again. That wears people down.

Adding more rules to prompts, CLAUDE.md, or skills can help, but it cannot enforce the process. Whether the rules are followed is still left to the agent's behavior.

TAKT treats AI agents as something to be controlled from the outside, not simply trusted.

Workflows define the phases, and each step receives its own persona, policy, knowledge, instruction, and output contract. TAKT manages implementation, review, fix, and re-review flows declaratively. By separating responsibilities, knowledge, and constraints, then giving each agent only what it needs for the current step, TAKT improves task quality without bloating context.

Reviews cannot be silently skipped. Findings route work back to fix steps, and human judgment can be requested when needed. Tasks run in isolated worktrees, and each step leaves logs and reports so the path from task to PR remains traceable.

At its core, TAKT runs reusable agent processes built from roles, phases, judgments, and feedback loops.

The goal is simple: make development processes reusable, reviewable, and reproducible without depending on constant human intervention.

Requirements

The provider you choose determines whether you need to install an external CLI or can run on Node.js alone via a TypeScript SDK.

These providers run via SDK (no CLI required, Node.js only):

• claude-sdk — @anthropic-ai/claude-agent-sdk
• codex — @openai/codex-sdk
• opencode — @opencode-ai/sdk

These providers require an external CLI:

• claude — Claude Code
• claude-terminal — Claude Code driven in an interactive terminal session (also requires tmux)
• copilot — GitHub Copilot CLI
• cursor — Cursor Agent

Optional:

• GitHub CLI (gh) — for takt #N (GitHub Issue tasks)
• GitLab CLI (glab) — for GitLab Issue/MR integration (auto-detected from remote URL)

OAuth usage: Whether OAuth is permitted varies by provider and use case. Check each provider's terms of service before using TAKT.

Quick Start

Install

npm install -g takt

Talk to AI and queue tasks

$ takt

Select workflow:
  ❯ 🎼 default (current)
    📁 🚀 Quick Start/
    📁 🎨 Frontend/
    📁 ⚙️ Backend/

> Add user authentication with JWT

[AI clarifies requirements and organizes the task]

> /go

Proposed task:
  ...

What would you like to do?
    Execute now
    Create GitHub Issue
  ❯ Queue as task          # ← normal flow
    Continue conversation

Choosing "Queue as task" saves the task to .takt/tasks/. Run takt run to execute — TAKT creates an isolated worktree, runs the workflow (plan → implement → review → fix loop), and offers to create a PR when done.

# Execute queued tasks
takt run

# You can also queue from GitHub Issues
takt add #6
takt add #12

# Execute all pending tasks
takt run

"Execute now" runs the workflow directly in your current directory without worktree isolation. Useful for quick experiments, but note that changes go straight into your working tree.

Manage results

# List task branches — merge, retry, requeue, force-fail, or delete
takt list

How It Works

The name TAKT comes from the German word for "beat" or "baton stroke," used in conducting to keep an orchestra in time. TAKT uses workflow and step consistently in both user-facing and implementation-facing terminology.

A workflow is defined by a sequence of steps. Use steps, initial_step, and max_steps. Each step specifies a persona (who), permissions (what's allowed), and rules (what happens next). Here's a minimal example:

name: plan-implement-review
initial_step: plan
max_steps: 10

steps:
  - name: plan
    persona: planner
    edit: false
    rules:
      - condition: Planning complete
        next: implement

  - name: implement
    persona: coder
    edit: true
    required_permission_mode: edit
    rules:
      - condition: Implementation complete
        next: review

  - name: review
    persona: reviewer
    edit: false
    rules:
      - condition: Approved
        next: COMPLETE
      - condition: Needs fix
        next: implement    # ← fix loop

Rules determine the next step. COMPLETE ends the workflow successfully, ABORT ends with failure. See the Workflow Guide for the full schema, parallel steps, and rule condition types.

Workflow files live in workflows/ as the official directory name.

When the same workflow name exists in multiple locations, TAKT resolves in this order: .takt/workflows/ → ~/.takt/workflows/ → builtins.

Recommended Workflows

| Workflow | Use Case | |-------|----------| | default | Standard development workflow. Test-first with AI antipattern review and parallel review (architecture + supervisor). | | frontend | Frontend development workflow. | | backend | Backend development workflow. | | dual | Combined frontend + backend workflow. | | takt-default | The workflow used to develop TAKT itself. Directly applicable to other CLI tool development. | | *-mini series | Lightweight variants of each workflow (default-mini / frontend-mini / backend-mini / dual-mini). Omits write_tests. |

See the Builtin Catalog for all workflows and personas.

Key Commands

| Command | Description | |---------|-------------| | takt | Talk to AI, refine requirements, execute or queue tasks | | takt run | Execute all pending tasks | | takt list | Manage task branches (merge, retry, requeue, force-fail, instruct, delete) | | takt #N | Execute GitHub Issue as task | | takt eject | Copy builtin workflows/facets for customization | | takt workflow init | Create a new workflow scaffold | | takt workflow doctor | Validate workflow definitions | | takt repertoire add | Install a repertoire package from GitHub |

See the CLI Reference for all commands and options.

Configuration

Minimal ~/.takt/config.yaml:

provider: claude    # claude, claude-sdk, claude-terminal, codex, opencode, cursor, or copilot
model: sonnet       # passed directly to provider
language: en        # en or ja

Or use API keys directly (no CLI installation required for Claude, Codex, OpenCode):

export TAKT_ANTHROPIC_API_KEY=sk-ant-...   # Anthropic (Claude)
export TAKT_OPENAI_API_KEY=sk-...          # OpenAI (Codex)
export TAKT_OPENCODE_API_KEY=...           # OpenCode
export TAKT_CURSOR_API_KEY=...             # Cursor Agent (optional if logged in)
export TAKT_COPILOT_GITHUB_TOKEN=ghp_...   # GitHub Copilot CLI

See the Configuration Guide for all options, provider profiles, and model resolution.

Customization

Custom workflows

takt workflow init my-flow   # Create a new workflow scaffold
takt workflow doctor my-flow # Validate a workflow definition
takt eject default           # Copy builtin workflow to ~/.takt/workflows/ and edit

Custom personas

Create a Markdown file in ~/.takt/personas/:

# ~/.takt/personas/my-reviewer.md
You are a code reviewer specialized in security.

Reference it in your workflow: persona: my-reviewer

See the Workflow Guide for details. The list of builtin personas is in the Builtin Catalog.

CI/CD

TAKT provides takt-action for GitHub Actions:

- uses: nrslib/takt-action@main
  with:
    anthropic_api_key: ${{ secrets.TAKT_ANTHROPIC_API_KEY }}
    github_token: ${{ secrets.GITHUB_TOKEN }}

For other CI systems, use pipeline mode:

takt --pipeline --task "Fix the bug" --auto-pr

See the CI/CD Guide for full setup instructions.

Project Structure

~/.takt/                    # Global config
├── config.yaml             # Provider, model, language, etc.
├── workflows/              # User workflow definitions
├── facets/                 # User facets (personas, policies, knowledge, etc.)
└── repertoire/             # Installed repertoire packages

.takt/                      # Project-level
├── config.yaml             # Project config
├── workflows/              # Project workflow overrides
├── facets/                 # Project facets
├── tasks.yaml              # Pending tasks
├── tasks/                  # Task specifications
└── runs/                   # Execution reports, logs, context

Workflow definitions are stored under workflows/.

Adopting Spec-Driven Development

TAKT enforces phase transitions declaratively as a YAML state machine, formalizes the artifact of each phase with output contracts, and routes deviations back via parallel review and fix loops. This structure is particularly well-suited for users who follow Spec-Driven Development (SDD) and keep the spec at the center of the process. Once the spec is well-defined, the AI cannot silently skip a phase, drop an acceptance criterion, or claim "done" without passing the verification gate.

For users who want to adopt SDD, the community provides j5ik2o/takt-sdd as a ready-made implementation. It ships pieces for Requirements → Gap Analysis → Design → Tasks → Implementation → Validation, plus an OpenSpec-style change-proposal flow. Install in one command:

npx create-takt-sdd

See External Integrations for other community integrations.

Documentation

| Document | Description | |----------|-------------| | CLI Reference | All commands and options | | Configuration | Global and project settings | | Design Philosophy | Why TAKT is built around workflows, facets, feedback loops, and traceability | | Workflow Guide | Creating and customizing workflows | | Builtin Catalog | All builtin workflows and personas | | Faceted Prompting | Prompt design methodology | | Repertoire Packages | Installing and sharing packages | | Task Management | Task queuing, execution, isolation | | CI/CD Integration | GitHub Actions and pipeline mode | | External Integrations | Community examples that extend TAKT without modifying core (audit trails, etc.) | | Changelog (日本語) | Version history |

Sponsors

TAKT is supported by CodeRabbit through its Open Source Support Program.

Community

Join the TAKT Discord for questions, discussions, and updates.

Contributing

See CONTRIBUTING.md for details.

License

MIT — See LICENSE for details.