Improve coherence in drafts through a five-pass sub-agent workflow: resolve cross-draft argument conflicts, fix within-paragraph logic (self-contradictions, sudden topic jumps, disconnects, unsignaled pivots), smooth section transitions, smooth…
Write, review, and critique marketing copy using proven copywriting frameworks. Use when the user asks to write or generate sales copy, headlines, bullet points, email teasers, email sequences, sales letters, sales pages, landing page copy, social media ad…
Design, build, and manipulate xarray data structures for highly linked, multi-dimensional data where measurements, derived estimates, and model outputs share coordinates and must stay synchronized. Use when: structuring laboratory/experimental/multi-assay…
Break long-lived pull request branches into a mergeable stack of small PRs with clear dependency order and story flow. Use when a branch has grown too large, when the user asks to split a PR into stacked PRs, or when each PR must be reviewable in about 5…
Build an awesome marimo notebook that brings a research paper or dataset to life — for competitions, tutorials, demos, or blog companions. Use when asked to "make an awesome marimo notebook," "build a notebook for this paper," "create a competition…
Break unstaged or mixed changes into small, atomic, logical git commits with Conventional Commit messages. Use when the user asks to commit, stage, or split changes — e.g. 'help me commit', 'commit my changes', 'break these into logical commits', 'what should…
Use GitHub CLI (gh) for common operations like creating PRs, viewing GitHub Actions logs, managing issues, reviewing PRs, and more. Use this when you need to interact with GitHub repositories directly from the command line.
Guide for authoring Agent Skills with strong YAML `description` triggers, progressive disclosure, and bundled resources. Use when creating or updating a skill, running init_skill.py or package_skill.py, or improving a bland skill description so agents load…