代码生成
生成代码、脚手架和模板
infographic-template-updater
antvis
Update template catalogs and UI prompts after adding new infographic templates (src/templates/*.ts), including SKILL.md template list, site gallery template mappings, and the AIPlayground prompt list.
infographic-syntax-creator
antvis
Generate AntV Infographic syntax outputs. Use when asked to turn user content into the Infographic DSL (template selection, data structuring, theme), or to output infographic <template> plain syntax.
infographic-item-creator
antvis
Generate or update infographic Item components for this repo (TypeScript/TSX in src/designs/items). Use when asked to design, implement, or modify data item visuals, layout logic, or registerItem composites.
bulk-rna-seq-differential-expression-with-omicverse
Starlitnightly
Guide Claude through omicverse's bulk RNA-seq DEG pipeline, from gene ID mapping and DESeq2 normalization to statistical testing, visualization, and pathway enrichment. Use when a user has bulk count matrices and needs differential expression analysis in omicverse.
bulktrajblend-trajectory-interpolation
Starlitnightly
Extend scRNA-seq developmental trajectories with BulkTrajBlend by generating intermediate cells from bulk RNA-seq, training beta-VAE and GNN models, and interpolating missing states.
bulk-rna-seq-deconvolution-with-bulk2single
Starlitnightly
Turn bulk RNA-seq cohorts into synthetic single-cell datasets using omicverse's Bulk2Single workflow for cell fraction estimation, beta-VAE generation, and quality control comparisons against reference scRNA-seq.
bulk-wgcna-analysis-with-omicverse
Starlitnightly
Assist Claude in running PyWGCNA through omicverse—preprocessing expression matrices, constructing co-expression modules, visualising eigengenes, and extracting hub genes.
data-viz-plots
Starlitnightly
Create publication-quality plots and visualizations using matplotlib and seaborn. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
skillforge
tripleyak
"Intelligent skill router and creator. Analyzes ANY input to recommend existing skills, improve them, or create new ones. Uses deep iterative analysis with 11 thinking models, regression questioning, evolution lens, and multi-agent synthesis panel. Phase 0 triage ensures you never duplicate existing functionality."
internal-email-composer
OneWave-AI
Casual but professional tone for team communication. Uses company-specific terminology with scannable format.
releasenotes
exceptionless
Generate formatted changelogs from git history since the last release tag. Use when preparing release notes that categorize changes into breaking changes, features, fixes, and other sections.
Backend Testing
exceptionless
Backend testing with xUnit, Foundatio.Xunit, integration tests with AppWebHostFactory, FluentClient, ProxyTimeProvider for time manipulation, and test data builders. Keywords: xUnit, Fact, Theory, integration tests, AppWebHostFactory, FluentClient, ProxyTimeProvider, TimeProvider, Foundatio.Xunit, TestWithLoggingBase, test data builders
upgrade-stripe
exceptionless
Guide for upgrading Stripe API versions and SDKs
Foundatio
exceptionless
Foundatio infrastructure abstractions for caching, queuing, messaging, file storage, locking, jobs, and resilience. Use context7 for complete API documentation. Keywords: Foundatio, ICacheClient, IQueue, IMessageBus, IFileStorage, ILockProvider, IJob, QueueJobBase, resilience, retry, Redis, Elasticsearch
pull-request
MoonshotAI
Create and submit a GitHub Pull Request.
gen-changelog
MoonshotAI
Generate changelog entries for code changes.
release
MoonshotAI
Execute the release workflow for Kimi Code CLI packages.
schema-designer
clidey
Help design database schemas, create tables, and plan data models. Activates when users ask to create tables, design schemas, or model data relationships.
excalidraw
ooiyeefei
Generate architecture diagrams as .excalidraw files from codebase analysis, with optional PNG/SVG export. Use when the user asks to create architecture diagrams, system diagrams, visualize codebase structure, generate excalidraw files, export excalidraw diagrams to PNG or SVG, or convert .excalidraw files to image formats.
Amethyst Builder Skill
vitorpamplona
Direct download: Host on any web server
scaffold-new-command
ruby-git
"Generates a production-ready Git::Commands::* class with unit tests, integration tests, and YARD docs using the Base architecture. Use when creating a new command from scratch."
make-skill-template
ruby-git
'Create new Agent Skills for GitHub Copilot from user requests or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL.md files with proper frontmatter, directory structure, and optional scripts/references/assets folders.'
pr-readiness-review
ruby-git
"Performs a comprehensive pre-PR readiness review covering tests, code quality, security, and commit conventions. Use at the end of implementation before submitting a pull request."
rust-tests-guidelines
RediSearch
Guidelines for writing Rust tests. Use this when you want to write Rust tests.