Create PR

Complete workflow for creating pull requests following project standards.

When explicitly invoked with extra text, treat that text as additional context for branch naming, commit context, and PR title and body generation. Compress it into a short plain-language branch name rather than copying the full text.

Process

1. Preferred execution

   • If subagents are available, use github-dev:pr-creator for the full workflow.
   • Pass along any extra invocation text plus session findings and motivation as additional context.
   • Otherwise follow the manual steps below.

2. Verify staged changes exist with git diff --cached --name-only

3. Branch setup

   • If on main/master, create a short branch first: feature/short-topic, fix/short-topic, or docs/short-topic
   • Keep the branch suffix to 2-4 short words
   • Avoid long, overly specific, or sentence-like branch names
   • Use github-dev:commit-creator subagent to handle staged changes if needed, and pass session findings and motivation into the commit context

4. Documentation check

   • Update README.md or docs based on changes compared to target branch
   • For config/API changes, use mcp__tavily__tavily_search to verify info and include sources

5. Analyze all commits

   • Use git diff <base-branch>...HEAD to review complete changeset
   • PR message must describe all commits, not just latest
   • Focus on what changed from reviewer perspective

6. Create PR

   • Use gh for GitHub operations and git only for local branch management
   • Use github-dev:pr-creator or gh pr create with parameters:
     • -t (title): Start with capital letter, use verb, NO "fix:" or "feat:" prefix Use plain language. Avoid jargon and internal shorthand unless a command or tool name is needed.
     • -b (body): Brief summary + bullet points with inline markdown links
     • -a @me (self-assign)
     • -r <reviewer>: Only add if the user explicitly asks OR recent PRs by this author have reviewers. Check with: gh pr list --repo <owner>/<repo> --author @me --limit 5 --json reviewRequests If recent PRs have no reviewers, skip -r entirely.

7. PR Body Guidelines

   • Single section, no headers if possible. Very concise
   • Use plain language. Avoid jargon and buzzwords unless an exact command or tool name is needed.
   • Few bullet points + 1 CLI/usage snippet or simple before/after snippet
   • No test plans, no changed file lists, no line-number links

Examples

CLI snippet:

Add compare command for side-by-side model comparison

- Run multiple models on same images with `--models` and `--phrases` flags
- Horizontal panel concatenation with model name headers

`ultrannotate compare --source ./images --models sam3.pt,yoloe-26x-seg.pt --phrases "person,car"`

Before/after:

Inline single-use variables in compare_models

- xyxy2xywhn handles empty arrays, guard unnecessary
- Use function reference for draw dispatch

Before: `boxes = result.get(...); ops.xyxy2xywhn(boxes, ...)`
After: `ops.xyxy2xywhn(result.get(...), ...)`