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Integrate gitStream with Claude Code

Automation Examples

Automatically Label Claude Code-Assisted PRs

Automatically apply labels to PRs that are assisted by Claude Code. You can apply labels based on a known list of Claude Code users, PR tags, or by prompting the PR author to indicate if they used Claude Code.

Prompt PR authors to indicate if they used Claude Code for the PR and automatically label the PR if they did. This requires two separate automation files to handle posting the prompt and labeling accordingly.

Label Claude Code by Prompt

Configuration Description

Conditions:

  • A PR is created

Automation Actions:

  • Post a comment prompting the author to indicate if Claude Code assisted the author with writing the code in the PR.

Ask the PR author about Claude Code usage.

-*- mode: yaml -*-

manifest:
  version: 1.0

on:
  - pr_created

automations:
  comment_claude_code_prompt:
    if:
      - true
    run:
      - action: add-comment@v1
        args:
          comment: |
            Please mark whether you used Claude Code to assist coding in this PR

            - [ ] Claude Code Assisted
            - [ ] Not Claude Code Assisted
Download this example as a CM file.

Configuration Description

Conditions:

  • A PR is updated or merged where the author indicates they used Claude Code via a prompt.

Automation Actions:

  • Apply a 🤖 Claude Code label to the PR

Label PRs where the user indicated Claude Code usage

-*- mode: yaml -*-

manifest:
  version: 1.0

automations:
  label_claude_code_pr:
    if:
      - {{ pr.comments | filter(attr='commenter', term='gitstream-cm') | filter (attr='content', regex=r/\- \[x\] Claude Code Assisted/) | some}}
    run:
      - action: add-label@v1
        args:
          label: '🤖 Claude Code'
Download this example as a CM file.

Automatically apply labels to PRs that are created by known users of generative AI coding tools.

Label by Contributors

Configuration Description

Conditions:

  • The PR author is one of a specified list of contributors

Automation Actions:

  • Apply a 🤖 Claude Code label to the PR

Label by Contributors

# -*- mode: yaml -*-

manifest:
  version: 1.0

automations:
  label_claude_code_contributors:
    if:
      - {{ pr.author | match(list=claude_code_contributors) | some }}
    run:
      - action: add-label@v1
        args:
          label: '🤖 Claude Code'

claude_code_contributors:
  - username1
  - username2
  - etc
Download this example as a CM file.

Look for a specific tag in the PR title, description, comments or commit messages and if found add a label to the PR

Label Claude Code by Tag

Configuration Description

Conditions:

  • The #claude_code# tag is found in any of the PR title, description, comments or commit messages for commits in the PR

Automation Actions:

  • Apply a 🤖 Claude Code label to the PR

Label Claude Code by Tag

# -*- mode: yaml -*-

manifest:
  version: 1.0

on:
  - comment_added
  - commit
  - pr_created

automations:
  label_claude_code:
    if:
      - {{ claude_code_tag.pr_title or claude_code_tag.pr_desc or claude_code_tag.pr_comments or claude_code_tag.commit_messages }}
    run:
      - action: add-label@v1
        args:
          label: '🤖 Claude Code'

claude_code_tag:
  pr_title: {{ pr.title | includes(regex=r/#claude_code#/) }}
  pr_desc: {{pr.description | includes(regex=r/#claude_code#/) }}
  pr_comments: {{ pr.comments | map(attr='content') | match(regex=r/#claude_code#/) | some }}
  commit_messages: {{ branch.commits.messages | match(regex=r/#claude_code#/) | some }}
Download this example as a CM file.

📈 Track the Business Impact

By labeling PRs assisted by Claude Code, you can measure:

  • Time savings (via Cycle Time, Review Time)
  • PR risk (via Refactor Rate, CFR)
  • Productivity lift from AI tools

Additional Resources

gitStream is a workflow automation tool that enables you to use YAML configuration files to optimize your code review process. Add context to PRs, find code experts for reviews, and automate the merge process to maximize developer productivity.

Learn More about how gitStream Works.

More Automations can be found on the Automation Library and Integrations pages.