Handle open dependabot PRs automatically. Finds the oldest open dependabot PR, classifies it, applies the version bump to the branch, merges main to eliminate conflicts, and posts a summary comment. Merging is left to the maintainer. Use this skill whenever the user says "handle dependabot PRs", "take care of dependabot", "process dependabot updates", "triage dependabot", "deal with dependabot", or anything similar about pending dependabot pull requests.
Monitor arXiv for new papers relevant to the GLIDE project (prediction-powered inference, active statistical inference, LLM evaluation debiasing, proxy annotation bias correction). Use whenever the user says "watch arXiv", "check for new PPI papers", "any new papers this week", "run the arXiv monitor", "what's new on arXiv", or invokes /watch with an optional time window like "3 days" or "1 week". Also triggers on "arXiv scan", "literature watch", "new papers on prediction-powered inference".
Drafts the monthly GLIDE LinkedIn newsletter. Use this skill whenever the user asks to write, draft, or prepare the monthly newsletter, the LinkedIn issue, or the next GLIDE newsletter — even if phrased informally ("let's do the newsletter", "time for the monthly post", "draft this month's issue").
Automates the GLIDE release process end-to-end: bumps the version, edits CHANGELOG, opens a release PR, triggers TestPyPI, creates the git tag, and creates the GitHub release. Use whenever the user says "make a release", "release a new version", "ship a new version", "publish a release", "publish to PyPI", or invokes /release with an optional bump type (major/minor/patch).
Writes a developer-ready GitHub ticket for the GLIDE dev team, from any input: research paper (arXiv, PDF, screenshots, reference implementation), refactoring request, documentation task, or repository maintenance work. Always use this skill when the user says "write a ticket", "create a ticket", "make a ticket for", or describes something they want the dev team to implement, refactor, document, or clean up. The skill explores the GLIDE codebase, proposes architecture choices, writes concrete pseudocode, and produces a markdown file in tickets/. Invoke even when the request is informal or partial.
Opens a pull request for the current branch on the GLIDE repository. Use this skill whenever the user says "create a PR", "open a PR", "submit this for review", "make a pull request", or asks to push and PR a branch — even if they haven't finished working on it yet. The skill pushes the branch if needed, fills in the PR template from the diff and user inputs, updates CHANGELOG if required, attaches the right labels, ticks the appropriate checklist boxes, and creates the PR via gh. Invoke even when the request is casual ("can you open the PR for me?").