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KubeSphere DevOps CI/CD Management Guide

kubesphere-devops-overview

kubesphere/kubesphere

This guide provides a comprehensive overview of KubeSphere's DevOps capabilities, covering CI/CD pipeline setup, Jenkins integration, and GitOps deployment using ArgoCD. Learn how to automate builds, testing, and multi-cluster deployments within a Kubernetes environment, making it essential for managing modern software release pipelines and troubleshooting complex DevOps workflows.

KubeSphere CI/CD Pipeline Management

kubesphere-devops-pipeline

kubesphere/kubesphere

This skill guides the management of CI/CD pipelines within KubeSphere DevOps. It utilizes Kubernetes Custom Resources (CRs) to define, trigger, and monitor complex build workflows, seamlessly integrating with Jenkins concepts in a cloud-native manner. Use it for automating build, test, and deployment processes for applications running on Kubernetes.

Communicate And Collaborate With Agents

chat-with-agent

agentscope-ai/QwenPaw

This skill is designed to facilitate communication and collaboration between different AI agents. Use it when you need to consult an expert agent, request a plan, seek a review, or continue a context-aware conversation with a specialized agent. It handles both real-time foreground chat and asynchronous background task submission, ensuring robust multi-agent workflows.

Operating KubeSphere DevOps as a Tenant

kubesphere-devops-tenant

kubesphere/kubesphere

This guide details the operational workflow for namespace-scoped tenants within KubeSphere DevOps. It outlines how users without cluster-admin privileges can securely perform DevOps operations by strictly utilizing KubeSphere's dedicated APIs (`/kapis/`) and authenticating via OAuth tokens, ensuring strict resource isolation and access control within their designated namespace.

Progressive AI Literacy and ML Coach

02-ai-ml-learning

24kchengYe/human-skill-tree

This coach guides users through a progressive mastery of AI, structured across three layers: AI User (prompting), AI-Enhanced Worker (workflow integration), and AI Builder (ML foundations). It uses Socratic questioning, layered scaffolding, and spaced repetition to build genuine, transferable AI literacy, moving beyond simple copy-pasting prompts to deep conceptual understanding of models, transformers, and RAG.

Semantic Skill Search and Retrieval

lsdefine/GenericAgent

A powerful utility for performing semantic searches across a large knowledge base of 105K+ skill cards. It allows users to find the most relevant skills based on natural language queries, supporting both Python API integration and Command Line Interface (CLI). This tool is zero-dependency and highly efficient for skill discovery and knowledge retrieval in development workflows.

Adaptyv Bio Foundry API

K-Dense-AI/scientific-agent-skills

Guides use of the Adaptyv Bio Foundry API and Python SDK to design protein experiments, submit sequences, automate workflows, and fetch BLI/SPR or thermostability assay results via authenticated requests for lab-ready studies.

Annotated Data Matrix

K-Dense-AI/scientific-agent-skills

AnnData supplies a Python-native container for annotated matrices, letting researchers store measurements alongside rich metadata, read/write h5ad/zarr/loom/10X files, and integrate with the scverse tools when building single-cell or related data workflows.

Benchling Integration Toolkit

benchling-integration

K-Dense-AI/scientific-agent-skills

Automate Benchling lab data workflows via the Python SDK or REST API: manage registry entities (DNA, proteins), inventory, ELN entries, workflows, and Data Warehouse queries for syncing and analytics.

Biopython Molecular Toolkit

K-Dense-AI/scientific-agent-skills

Biopython provides Python APIs for sequence manipulation, database access, BLAST automation, structural bioinformatics, and phylogenetics, making it ideal for scripting custom pipelines and batch processing in computational molecular biology workflows.

BioServices Cross-DB API

K-Dense-AI/scientific-agent-skills

BioServices provides Python wrappers for 40+ bioinformatics services, allowing cross-database queries, identifier mapping, pathway exploration, and sequence or compound research within consistent workflows.

Cellxgene Census Explorer

cellxgene-census

K-Dense-AI/scientific-agent-skills

Provides programmatic access to the CZ CELLxGENE Census (61M+ cells) for querying standardized single-cell expression, metadata, embeddings, and stats across tissues and diseases, supporting scanpy and ML workflows.

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