Pullfrog can automatically respond to new issues — creating plans, starting builds, or applying labels. Configure these in the Issues section of the console.
Enrich new issues
When enabled, Pullfrog automatically kicks off an agent run whenever a new issue is opened. You choose what it does:
- Plan — analyze the issue and post an implementation plan as a comment
- Build — jump straight into implementation (creates a PR)
- Custom — provide your own instructions for how to handle new issues
Options
- Include issues from non-collaborators (public repos) — auto-respond to community-filed issues without giving non-collaborators access to other triggers
If you’d rather let authors decide when to involve Pullfrog, set issues to Quick Links mode instead. Pullfrog will post a comment with one-click Make a plan and Build this buttons instead of auto-triggering.
Auto-label issues
Independently of issue enrichment, Pullfrog can automatically label new issues based on their content. It reads the title and body, picks from your repository’s existing label set, and applies the best matches.
You can customize labeling behavior with Labeling instructions in the console (e.g., “Prefer specific labels over generic ones. Use at most 3 labels.”).
Plan instructions
The Plan instructions field in the Modes section of the console guides how Pullfrog writes implementation plans. These apply whenever Pullfrog runs in Plan mode — whether triggered by issue enrichment, Quick Links, or a direct @pullfrog mention. 
