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docs/modules/usage/how-to/gitlab-runner.md
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docs/modules/usage/how-to/gitlab-runner.md
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# Using GitLab CI Runners
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# OpenHands Github & Gitlab Issue Resolver 🙌
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# OpenHands GitHub & GitLab Issue Resolver 🙌
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Need help resolving a GitHub issue but don't have the time to do it yourself? Let an AI agent help you out!
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Need help resolving GitHub or GitLab issues? Let an AI agent help you out!
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This tool allows you to use open-source AI agents based on [OpenHands](https://github.com/all-hands-ai/openhands)
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to attempt to resolve GitHub issues automatically. While it can handle multiple issues, it's primarily designed
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to help you resolve one issue at a time with high quality.
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This tool uses [OpenHands](https://github.com/all-hands-ai/openhands) AI agents to automatically resolve issues in your repositories. It's designed to handle one issue at a time with high quality.
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Getting started is simple - just follow the instructions below.
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## 1. Setting Up for GitHub (Action Workflow)
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## Using the GitHub Actions Workflow
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### Prerequisites
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This repository includes a GitHub Actions workflow that can automatically attempt to fix individual issues labeled with 'fix-me'.
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Follow these steps to use this workflow in your own repository:
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- [Create a personal access token](https://github.com/settings/tokens?type=beta) with read/write scope for
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1. [Create a personal access token](https://github.com/settings/tokens?type=beta) with read/write scope for "contents", "issues", "pull requests", and "workflows"
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- "contents"
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- "issues"
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- "pull requests"
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- "workflows"
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Note: If you're working with an organizational repository, you may need to configure the organization's personal access token policy first. See [Setting a personal access token policy for your organization](https://docs.github.com/en/organizations/managing-programmatic-access-to-your-organization/setting-a-personal-access-token-policy-for-your-organization) for details.
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- Create an LLM API key (e,g [Claude API](https://www.anthropic.com/api))
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2. Create an API key for the [Claude API](https://www.anthropic.com/api) (recommended) or another supported LLM service
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### Installation
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3. Copy `examples/openhands-resolver.yml` to your repository's `.github/workflows/` directory
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1. Copy `examples/openhands-resolver.yml` to your repository's `.github/workflows/` directory
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4. Configure repository permissions:
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- Go to `Settings -> Actions -> General -> Workflow permissions`
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- Select "Read and write permissions"
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- Enable "Allow Github Actions to create and approve pull requests"
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2. Configure repository permissions:
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Note: If the "Read and write permissions" option is greyed out:
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- First check if permissions need to be set at the organization level
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- If still greyed out at the organization level, permissions need to be set in the [Enterprise policy settings](https://docs.github.com/en/enterprise-cloud@latest/admin/enforcing-policies/enforcing-policies-for-your-enterprise/enforcing-policies-for-github-actions-in-your-enterprise#enforcing-a-policy-for-workflow-permissions-in-your-enterprise)
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- Go to `Settings -> Actions -> General -> Workflow permissions`
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- Select **Read and write permissions**
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- Enable **Allow Github Actions to create and approve pull requests**
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> If "Read and write permissions" is greyed out:
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>
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> - Check organization settings first
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> - Otherwise, permissions might need to be set in [Enterprise policy settings](https://docs.github.com/en/enterprise-cloud@latest/admin/enforcing-policies/enforcing-policies-for-your-enterprise/enforcing-policies-for-github-actions-in-your-enterprise#enforcing-a-policy-for-workflow-permissions-in-your-enterprise)
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3. Set up [GitHub secrets](https://docs.github.com/en/actions/security-for-github-actions/security-guides/using-secrets-in-github-actions):
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5. Set up [GitHub secrets](https://docs.github.com/en/actions/security-for-github-actions/security-guides/using-secrets-in-github-actions):
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- Required:
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- `LLM_API_KEY`: Your LLM API key
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- `LLM_API_KEY`: Your LLM API key
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- Optional:
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- `PAT_USERNAME`: GitHub username for the personal access token
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- `PAT_TOKEN`: The personal access token
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- `LLM_BASE_URL`: Base URL for LLM API (only if using a proxy)
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- [See how to customize more configurations](https://docs.all-hands.dev/modules/usage/how-to/github-action#custom-configurations)
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Note: You can set these secrets at the organization level to use across multiple repositories.
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## 2. Setting up GitLab (CI Runner)
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6. Set up any [custom configurations required](https://docs.all-hands.dev/modules/usage/how-to/github-action#custom-configurations)
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### Prerequisites
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7. Usage:
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There are two ways to trigger the OpenHands agent:
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Create a GitLab Personal Access Token with API, read/write access
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a. Using the 'fix-me' label:
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- Add the 'fix-me' label to any issue you want the AI to resolve
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- The agent will consider all comments in the issue thread when resolving
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- The workflow will:
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1. Attempt to resolve the issue using OpenHands
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2. Create a draft PR if successful, or push a branch if unsuccessful
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3. Comment on the issue with the results
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4. Remove the 'fix-me' label once processed
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### Installation
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b. Using `@openhands-agent` mention:
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- Create a new comment containing `@openhands-agent` in any issue
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- The agent will only consider the comment where it's mentioned
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- The workflow will:
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1. Attempt to resolve the issue based on the specific comment
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2. Create a draft PR if successful, or push a branch if unsuccessful
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3. Comment on the issue with the results
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## 3. Triggering OpenHands Agent
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Need help? Feel free to [open an issue](https://github.com/all-hands-ai/openhands/issues) or email us at [contact@all-hands.dev](mailto:contact@all-hands.dev).
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You can trigger OpenHands in two shared ways (works for both GitHub and GitLab):
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## Manual Installation
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Using the 'fix-me' label:
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If you prefer to run the resolver programmatically instead of using GitHub Actions, follow these steps:
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- Add the 'fix-me' label to any issue you want the AI to resolve
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- The agent will consider all comments in the issue thread when resolving
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1. Install the package:
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Using `@openhands-agent` in an issue/pr comment:
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- Create a new comment containing `@openhands-agent`
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- The agent will only consider the comment + comment thread where it's mentioned
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## 4. Running Locally
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### Installation
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```bash
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pip install openhands-ai
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```
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2. Create a GitHub or GitLab access token:
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- Create a GitHub acces token
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- Visit [GitHub's token settings](https://github.com/settings/personal-access-tokens/new)
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- Create a fine-grained token with these scopes:
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- "Content"
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- "Pull requests"
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- "Issues"
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- "Workflows"
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- If you don't have push access to the target repo, you can fork it first
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### Setup
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- Create a GitLab acces token
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- Visit [GitLab's token settings](https://gitlab.com/-/user_settings/personal_access_tokens)
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- Create a fine-grained token with these scopes:
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- 'api'
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- 'read_api'
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- 'read_user'
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- 'read_repository'
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- 'write_repository'
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Create a GitHub or GitLab access token with appropriate permissions
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3. Set up environment variables:
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Set up environment variables:
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```bash
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# GitHub credentials
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export GITHUB_TOKEN="your-github-token"
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export GIT_USERNAME="your-github-username" # Optional, defaults to token owner
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# GitLab credentials if you're using GitLab repo
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export GIT_USERNAME="your-github-username"
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# GitLab credentials (if using GitLab)
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export GITLAB_TOKEN="your-gitlab-token"
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export GIT_USERNAME="your-gitlab-username" # Optional, defaults to token owner
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export GIT_USERNAME="your-gitlab-username"
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# LLM configuration
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export LLM_MODEL="anthropic/claude-3-5-sonnet-20241022" # Recommended
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export LLM_MODEL="anthropic/claude-3-5-sonnet-20241022"
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export LLM_API_KEY="your-llm-api-key"
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export LLM_BASE_URL="your-api-url" # Optional, for API proxies
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export LLM_BASE_URL="your-api-url" # Optional
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```
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Note: OpenHands works best with powerful models like Anthropic's Claude or OpenAI's GPT-4. While other models are supported, they may not perform as well for complex issue resolution.
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### Resolving Issues
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## Resolving Issues
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The resolver can automatically attempt to fix a single issue in your repository using the following command:
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Resolve a single issue:
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```bash
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python -m openhands.resolver.resolve_issue --selected-repo [OWNER]/[REPO] --issue-number [NUMBER]
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```
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For instance, if you want to resolve issue #100 in this repo, you would run:
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### Responding to PR Comments
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```bash
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python -m openhands.resolver.resolve_issue --selected-repo all-hands-ai/openhands --issue-number 100
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```
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The output will be written to the `output/` directory.
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If you've installed the package from source using poetry, you can use:
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```bash
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poetry run python openhands/resolver/resolve_issue.py --selected-repo all-hands-ai/openhands --issue-number 100
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```
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## Responding to PR Comments
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The resolver can also respond to comments on pull requests using:
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Respond to comments on pull requests:
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```bash
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python -m openhands.resolver.send_pull_request --issue-number PR_NUMBER --issue-type pr
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```
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This functionality is available both through the GitHub Actions workflow and when running the resolver locally.
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### Visualizing Results
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## Visualizing successful PRs
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To find successful PRs, you can run the following command:
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View successful PRs:
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```bash
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grep '"success":true' output/output.jsonl | sed 's/.*\("number":[0-9]*\).*/\1/g'
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```
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Then you can go through and visualize the ones you'd like.
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Visualize specific PR:
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```bash
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python -m openhands.resolver.visualize_resolver_output --issue-number ISSUE_NUMBER --vis-method json
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```
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## Uploading PRs
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### Uploading PRs
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If you find any PRs that were successful, you can upload them.
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There are three ways you can upload:
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1. `branch` - upload a branch without creating a PR
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2. `draft` - create a draft PR
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3. `ready` - create a non-draft PR that's ready for review
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Upload your changes in one of three ways:
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```bash
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python -m openhands.resolver.send_pull_request --issue-number ISSUE_NUMBER --username YOUR_GITHUB_OR_GITLAB_USERNAME --pr-type draft
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python -m openhands.resolver.send_pull_request --issue-number ISSUE_NUMBER --username YOUR_GITHUB_OR_GITLAB_USERNAME --pr-type [branch|draft|ready]
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```
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If you want to upload to a fork, you can do so by specifying the `fork-owner`:
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## Custom Instructions
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```bash
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python -m openhands.resolver.send_pull_request --issue-number ISSUE_NUMBER --username YOUR_GITHUB_OR_GITLAB_USERNAME --pr-type draft --fork-owner YOUR_GITHUB_OR_GITLAB_USERNAME
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```
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## Providing Custom Instructions
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You can customize how the AI agent approaches issue resolution by adding a repository microagent file at `.openhands/microagents/repo.md` in your repository. This file's contents will be automatically loaded in the prompt when working with your repository. For more information about repository microagents, see [Repository Instructions](https://github.com/All-Hands-AI/OpenHands/tree/main/microagents#2-repository-instructions-private).
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Add repository-specific instructions by creating a file at `.openhands/microagents/repo.md` in your repository. For more information about repository microagents, see [Repository Instructions](https://github.com/All-Hands-AI/OpenHands/tree/main/microagents#2-repository-instructions-private).
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## Troubleshooting
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If you have any issues, please open an issue on this github or gitlab repo, we're happy to help!
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If you have any issues, please open an issue on this github repo, we're happy to help!
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Alternatively, you can [email us](mailto:contact@all-hands.dev) or join the OpenHands Slack workspace (see [the README](/README.md) for an invite link).
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Reference in New Issue
Block a user