Agent skills

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions…

Build and evaluate a research-literature corpus for a scientific landscape, attribution or priority question, version comparison, source…

Use when a repository produces measurements, benchmarks or experiments that need writing up as research rather than as a guide, or when…

Create publication figures with matplotlib/seaborn/plotly.

Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA)…

Automates social engagement on Xiaohongshu by performing comments, replies, likes, and favorites via a dedicated CLI.

Decomposes scope into Epics, Stories, and RICE priorities.

Deepen a feature or spec by adding missing flows, rules, operations, risks, tests and agent guidance from verified sources.

Expert workflow for designing and building high-converting quiz funnels in ScoreApp — including scoring logic, result-page routing…

Web scraping from Go with the Scrapfly SDK (`github.com/scrapfly/go-scrapfly`).

Use the Scrapfly CLI (`scrapfly`) to scrape web pages, capture screenshots, extract structured data with AI, crawl entire sites, and drive…

Compaction-resilient session notepad. Save working context that survives long conversations. Three tiers — pinned (always loaded), working…

Build an evidence-backed screen policy map as a single self-contained HTML explorer with a left menu tree and a right detail pane.

Guide for using screenenv (Playwright-based) for interactive demo script development in Kubernetes.

Monorepo script commands and conventions for this codebase.

RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions…

Deep learning for single-cell analysis using scvi-tools.

SDFormat/SDF model and world authoring, validation, and simulator handoff.

Work with Pulp's SDF / MSDF / PSDF glyph atlases — building, sampling via SkSL, and the shared text-layout helpers.

Main entry point for Prowler development - quick reference for all components.

Design production-ready SDKs with retry logic, error handling, pagination, and multi-language support.