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bioinformatics
943

bulk-wgcna-analysis-with-omicverse

WGCNA co-expression network: soft-threshold, module detection, eigengenes, hub genes, and trait correlation in OmicVerse.

Starlitnightly
Starlitnightly
research
open
machine-learning
943

single-popv-annotation

PopV population-level cell annotation: 10 algorithms (SCVI, SCANVI, CellTypist, OnClass, RF, SVM, XGBoost, BBKNN, HARMONY, SCANORAMA), consensus voting, pretrained hub models.

Starlitnightly
Starlitnightly
data-ai
open
testing
942

tdesign-test-component

This skill should be used when writing or maintaining unit tests for TDesign React components. It provides testing patterns, best practices, and SOP for Vitest-based component testing including snapshot tests.

Tencent
Tencent
testing-security
open
automation-tools
941

cicd-diagnostics

Use when a GitHub Actions workflow fails, PR build breaks, merge queue rejects, nightly reports failures, or user mentions CI/CD test failures in dotCMS/core. Also use for "check build", "diagnose run", "why did CI fail", "flaky test", "merge queue blocked".

dotCMS
dotCMS
tools
open
git-workflows
941

triage

Triage GitHub issues using the AI triage pipeline. Fetches the next issue from the "Needs Triage" project column (or a specific issue), creates an agent team to validate completeness, detect duplicates, and research the codebase in parallel, then presents a triage proposal for human approval before posting anything to GitHub.

dotCMS
dotCMS
devops
open
technical-docs
940

lat-md

Writing and maintaining lat.md documentation files — structured markdown that describes a project's architecture, design decisions, and test specs. Use when creating, editing, or reviewing files in the lat.md/ directory.

1st1
1st1
documentation
open
nosql-databases
937

redis-js

Work with the Upstash Redis JavaScript/TypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search (querying, filtering, aggregating with @upstash/redis search extension), and all Redis data structures. Supports automatic serialization/deserialization of JavaScript types. Search also available via @upstash/search-redis and @upstash/search-ioredis adapters for TCP clients.

upstash
upstash
databases
open
cms-platforms
936

create-plugin

Create new sidecar plugins implementing the plugin.Plugin interface, rendering views with Bubble Tea, handling keyboard input via keymap contexts, and integrating with the app shell (footer hints, event bus, adapters). Use when creating a new plugin, modifying plugin architecture, or debugging plugin rendering/lifecycle issues. See references/ for sidebar list and fixed footer layout details.

marcus
marcus
development
open
technical-docs
936

sidecar-website

Writing and maintaining the Sidecar Docusaurus documentation site, including page structure, doc authoring, blog posts, styling, images, and deployment workflow. Use when writing documentation, updating the docs site, adding pages or blog posts, or working with Docusaurus configuration.

marcus
marcus
documentation
open
cms-platforms
935

model-registry-maintainer

Guide for maintaining the MassGen model and backend registry. This skill should be used when adding new models, updating model information (release dates, pricing, context windows), or ensuring the registry stays current with provider releases. Covers both the capabilities registry and the pricing/token manager.

massgen
massgen
development
open
automation-tools
935

massgen-release-documenter

Guide for following MassGen's release documentation workflow. This skill should be used when preparing release documentation, updating changelogs, writing case studies, or maintaining project documentation across releases.

massgen
massgen
tools
open
knowledge-base
935

evolving-skill-creator

Guide for creating evolving skills - detailed workflow plans that capture what you'll do, what tools you'll create, and learnings from execution. Use this when starting a new task that could benefit from a reusable workflow.

massgen
massgen
documentation
open
design
935

image-generation

Guide to image generation and editing in MassGen. Use when creating images, editing existing images, iterating on image designs, or choosing between image backends (OpenAI, Google Gemini/Imagen, Grok, OpenRouter).

massgen
massgen
content-media
open
documents
935

document

Regenerate documentation (NAMESPACE and Rd files) then format the code with air.

ThinkR-open
ThinkR-open
content-media
open
technical-docs
935

video-generation

Guide to video generation in MassGen. Use when creating videos from text prompts or images across Grok, Google Veo, and OpenAI Sora backends.

massgen
massgen
documentation
open
data-analysis
934

performance-reporter

Generate SEO/GEO dashboards: rankings, traffic, backlinks, AI visibility for stakeholders. SEO报告/绩效仪表盘

aaron-he-zhu
aaron-he-zhu
data-ai
open
llm-ai
934

ai-model-wechat

Use this skill when developing WeChat Mini Programs (小程序, 企业微信小程序, wx.cloud-based apps) that need AI capabilities. Features text generation (generateText) and streaming (streamText) with callback support (onText, onEvent, onFinish) via wx.cloud.extend.AI. Built-in models include Hunyuan (hunyuan-2.0-instruct-20251111 recommended) and DeepSeek (deepseek-v3.2 recommended). API differs from JS/Node SDK - streamText requires data wrapper, generateText returns raw response. NOT for browser/Web apps (use ai-model-web), Node.js backend (use ai-model-nodejs), or image generation (not supported).

TencentCloudBase
TencentCloudBase
data-ai
open
productivity-tools
934

ai-model-cloudbase

Complete guide for calling AI models with CloudBase - covers JS/Node SDK and WeChat Mini Program. Text generation, streaming, and image generation.

TencentCloudBase
TencentCloudBase
tools
open
llm-ai
934

ai-model-nodejs

Use this skill when developing Node.js backend services or CloudBase cloud functions (Express/Koa/NestJS, serverless, backend APIs) that need AI capabilities. Features text generation (generateText), streaming (streamText), AND image generation (generateImage) via @cloudbase/node-sdk ≥3.16.0. Built-in models include Hunyuan (hunyuan-2.0-instruct-20251111 recommended), DeepSeek (deepseek-v3.2 recommended), and hunyuan-image for images. This is the ONLY SDK that supports image generation. NOT for browser/Web apps (use ai-model-web) or WeChat Mini Program (use ai-model-wechat).

TencentCloudBase
TencentCloudBase
data-ai
open
llm-ai
934

ai-model-web

Use this skill when developing browser/Web applications (React/Vue/Angular, static websites, SPAs) that need AI capabilities. Features text generation (generateText) and streaming (streamText) via @cloudbase/js-sdk. Built-in models include Hunyuan (hunyuan-2.0-instruct-20251111 recommended) and DeepSeek (deepseek-v3.2 recommended). NOT for Node.js backend (use ai-model-nodejs), WeChat Mini Program (use ai-model-wechat), or image generation (Node SDK only).

TencentCloudBase
TencentCloudBase
data-ai
open
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