Automating Pull Request Workflows with Claude Task Master

Claude Task Master (CLI claudetm ) is an autonomous task orchestration system built on the Claude Agent SDK. It keeps Claude working until a goal is achieved by planning, executing, opening pull requests, handling CI failures, addressing review comments, and merging when everything passes. This article explains how the tool works, how to install it, and how to integrate it into existing development pipelines.

Manual pull request management consumes a lot of developer time. After a feature is implemented, engineers must push commits, open a PR, monitor CI, fix failures, respond to reviewer comments, and finally merge. Each of these steps can be automated, allowing developers to focus on higher-level design decisions. Claude Task Master provides a hands-off experience: give it a goal, and it drives the entire process to completion.

Claude Task Master can be installed with uv, pip, or Docker. The simplest method is using uv:

uv tool install claude-task-master Enter fullscreen mode Exit fullscreen mode Alternatively, use pip:

pip install claude-task-master Enter fullscreen mode Exit fullscreen mode Docker users can pull the official image:

docker pull developerz-ai/claude-task-master Enter fullscreen mode Exit fullscreen mode Make sure you are authenticated with Claude Code before running any tasks:

claude login Enter fullscreen mode Exit fullscreen mode First-Step Example Navigate to your project directory and start a task with a clear goal:

cd your-project claudetm start "Add user authentication with tests" Enter fullscreen mode Exit fullscreen mode The CLI will:

All progress is saved, so if the CLI is stopped or the network drops, it will resume from the last step when restarted.

Claude Task Master supports isolated profiles that keep separate Claude Code credentials. This is useful for teams that run multiple Claude subscriptions.

Create a profile with an OAuth configuration:

claudetm profile create oauth myteam Enter fullscreen mode Exit fullscreen mode Or use an API key profile for direct Anthropic or OpenRouter endpoints:

claudetm profile create api-key myteam --key $ANTHROPIC_API_KEY --url $ANTHROPIC_BASE_URL Enter fullscreen mode Exit fullscreen mode Each profile stores its configuration under ~/.claudetm/profiles/<name>/, preventing credential clashes.

The CLI exposes a mailbox API that other systems can use to dispatch tasks and monitor progress. For example, a CI pipeline can trigger a new task via a POST request:

POST /tasks Content-Type: application/json { "goal": "Refactor payment module", "profile": "myteam" } Enter fullscreen mode Exit fullscreen mode The MCP server can be started with:

claudetm mcp start Enter fullscreen mode Exit fullscreen mode Webhooks can be configured to receive events such as PR creation, CI failure, or merge completion, enabling custom notifications or downstream actions.

claudetm merge-pr 147 Enter fullscreen mode Exit fullscreen mode This command takes ownership of the PR lifecycle, fixing CI failures and merging when ready.

Claude Task Master offers a complete, autonomous solution for managing pull request workflows. By persisting state, handling CI, and supporting multiple profiles, it reduces the manual overhead of code integration. The open source project is MIT licensed and can be installed via PyPI or Docker. Give it a goal and let the tool take care of the rest.

For more details and to contribute, visit the repository at https://github.com/developerz-ai/claude-task-master.