Processing
Data transformation and parsing
nextjs-15
by prowler-cloud
Next.js 15 App Router patterns. Trigger: When working in Next.js App Router (app/), Server Components vs Client Components, Server Actions, Route Handlers, caching/revalidation, and streaming/Suspense.
react-19
by prowler-cloud
React 19 patterns with React Compiler. Trigger: When writing React 19 components/hooks in .tsx (React Compiler rules, hook patterns, refs as props). If using Next.js App Router/Server Actions, also use nextjs-15.
kreuzberg
by kreuzberg-dev
Extract text, tables, metadata, and images from 75+ document formats (PDF, Office, images, HTML, email, archives, academic) using Kreuzberg. Use when writing code that calls Kreuzberg APIs in Python, Node.js/TypeScript, Rust, or CLI. Covers installation, extraction (sync/async), configuration (OCR, chunking, output format), batch processing, error handling, and plugins.
m14-mental-model
by actionbook
"Use when learning Rust concepts. Keywords: mental model, how to think about ownership, understanding borrow checker, visualizing memory layout, analogy, misconception, explaining ownership, why does Rust, help me understand, confused about, learning Rust, explain like I'm, ELI5, intuition for, coming from Java, coming from Python, 心智模型, 如何理解所有权, 学习 Rust, Rust 入门, 为什么 Rust"
consult-zai
by centminmod
Compare z.ai GLM 4.7 and code-searcher responses for comprehensive dual-AI code analysis. Use when you need multiple AI perspectives on code questions.
api-design-patterns
by rohitg00
REST API design with resource naming, pagination, versioning, and OpenAPI spec generation
redis-patterns
by rohitg00
Redis patterns including caching strategies, pub/sub, streams for event processing, Lua scripts, and data structures
bunny
by mrgoonie
Integrate Bunny.net services (CDN, Storage, Stream, DNS, Edge Scripting, Shield, Magic Containers, Optimizer, Database). Use when building with Bunny.net APIs, deploying to Bunny CDN, uploading files to Edge Storage, managing video streaming, configuring DNS zones, writing edge scripts, setting up WAF/DDoS protection, deploying containers, or optimizing images. Triggers on "bunny", "bunnycdn", "b-cdn", "pull zone", "edge storage", "bunny stream".
react-patterns
by rohitg00
React 19 patterns including Server Components, Actions, Suspense, hooks, and component composition
cli
by posit-dev
Comprehensive R package for command-line interface styling, semantic messaging, and user communication. Use this skill when working with R code that needs to: (1) Format console output with inline markup and colors, (2) Display errors, warnings, or messages with cli_abort/cli_warn/cli_inform, (3) Show progress indicators for long-running operations, (4) Create semantic CLI elements (headers, lists, alerts, code blocks), (5) Apply themes and customize output styling, (6) Handle pluralization in user-facing text, (7) Work with ANSI strings, hyperlinks, or custom containers. Also use when migrating from base R message/warning/stop, debugging cli code, or improving existing cli usage.
golang-patterns
by xu-xiang
Go 语言惯用模式、最佳实践以及构建健壮、高效且可维护 Go 应用程序的规范。
packageJson
by forcedotcom
Guidelines for package.json files in packages
gus-cli
by forcedotcom
Interact with the Gus Salesforce org via CLI (sf). Query, create, update work items; query team epics. Use when user mentions Gus, work items, epics, or GUS/Git2Gus workflows.
tsdown
by dinerojs
Bundle TypeScript and JavaScript libraries with blazing-fast speed powered by Rolldown. Use when building libraries, generating type declarations, bundling for multiple formats, or migrating from tsup.
ln-110-project-docs-coordinator
by levnikolaevich
Coordinates project documentation creation. Gathers context once, detects project type, delegates to 5 L3 workers (ln-111-115). L2 Coordinator invoked by ln-100.
tsdown
by rolldown
Bundle TypeScript and JavaScript libraries with blazing-fast speed powered by Rolldown. Use when building libraries, generating type declarations, bundling for multiple formats, or migrating from tsup.
rust-systems
by rohitg00
Rust systems programming patterns including ownership, traits, async runtime, error handling, and unsafe guidelines
nextjs-15
by Gentleman-Programming
Next.js 15 App Router patterns. Trigger: When working with Next.js - routing, Server Actions, data fetching.
single2spatial-spatial-mapping
by Starlitnightly
Map scRNA-seq atlases onto spatial transcriptomics slides using omicverse's Single2Spatial workflow for deep-forest training, spot-level assessment, and marker visualisation.
bulk-wgcna-analysis-with-omicverse
by Starlitnightly
Assist Claude in running PyWGCNA through omicverse—preprocessing expression matrices, constructing co-expression modules, visualising eigengenes, and extracting hub genes.
omicverse-visualization-for-bulk-color-systems-and-single-cell-d
by Starlitnightly
Guide users through OmicVerse plotting utilities showcased in the bulk, color system, and single-cell visualization tutorials, including venn/volcano charts, palette selection, and advanced embedding layouts.
bulk-rna-seq-deseq2-analysis-with-omicverse
by Starlitnightly
Walk Claude through PyDESeq2-based differential expression, including ID mapping, DE testing, fold-change thresholding, and enrichment visualisation.
spatial-transcriptomics-tutorials-with-omicverse
by Starlitnightly
Guide users through omicverse's spatial transcriptomics tutorials covering preprocessing, deconvolution, and downstream modelling workflows across Visium, Visium HD, Stereo-seq, and Slide-seq datasets.
single-cell-cellphonedb-communication-mapping
by Starlitnightly
Run omicverse's CellPhoneDB v5 wrapper on annotated single-cell data to infer ligand-receptor networks and produce CellChat-style visualisations.