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pr-genius

Workflow Updated 2026.08.26

Run the following command in DeepSeek Harness:

dsh plugin install zsxh1990/pr-genius

Paste the following prompt into your AI chat to install this plugin:

In DeepSeek Harness, you can install this plugin using the command `dsh plugin install zsxh1990/pr-genius`, or visit the full source repository at https://github.com/zsxh1990/pr-genius for more details.

About this plugin

In open-source contribution, submitting PRs to other repos often brings uncertainty: Does your PR align with repo policies? When should you fix CI, retry, or abandon it? Many contributors face PR closures due to misunderstanding maintainer preferences. PR Genius solves this as an Outbound PR CRM, focused on managing PRs you submit to external repos. Through data-driven analysis, it runs a daily status heartbeat, automatically detecting PR states (like needing rebase, CI failure, or stale reviews), and uses 1355 structured patterns (including success and anti-patterns) to estimate merge probability and suggest specific actions. This helps contributors avoid common pitfalls such as breaking changes or unmet repo-specific requirements, optimizing submission strategies. It's ideal for professional contributors frequently submitting PRs to large projects like React or Kubernetes, and for AI agents automating PR management workflows, boosting contribution efficiency and success rates.

Use Cases

  • Analyze merge probability and risks before submitting a PR
  • Track real-time status of PRs across multiple repos
  • Avoid common anti-patterns that lead to PR closures

Best For

  • Professional contributors frequently submitting PRs to large open-source projects
  • Developers using AI agents to automate contribution workflows
  • Maintainers needing to manage cross-repo PR lifecycles