Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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scvi-tools
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and other single-cell modalities. Use this skill for probabilistic modeling, batch correction, dimensionality reduction, differential expression, cell type annotation, multimodal integration, and spatial analysis tasks.
majiayu000/claude-skill-registry 163
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compliance-evidence-pack
Assemble compliance evidence, logs, and audit artifacts.
majiayu000/claude-skill-registry 163
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linear
Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.
majiayu000/claude-skill-registry 163
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refactor-project
Run project-wide refactoring with code-simplifier
majiayu000/claude-skill-registry 163
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ralph-init
Initialize a PRD (Product Requirements Document) for structured ralph-loop execution
majiayu000/claude-skill-registry 163
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feedback-recall
Query past feedback by topic, source, or theme
majiayu000/claude-skill-registry 163
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init
Initialize your job search project. Imports your resume(s), creates the Resume Corpus, and sets up directory structure.
majiayu000/claude-skill-registry 163
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self-improvement
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects the agent ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) The agent realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
majiayu000/claude-skill-registry 163
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standard-out-setup
Add console output and logging to make errors visible to agents. Standard out is a critical leverage point - without it, agents cannot see errors or understand application state. Use when agents fail silently, when debugging agentic workflows, or when setting up a new codebase for agentic coding.
majiayu000/claude-skill-registry 163
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color-system-designer
Creates color palettes and color systems for applications. Defines primary, secondary, neutral colors, and semantic colors (success, error, warning, info). Ensures accessibility compliance and provides usage guidelines.
majiayu000/claude-skill-registry 163
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capability-mapping
Business capability modeling using BABOK Business Capability Analysis. Creates hierarchical capability maps (L1-L3) linking strategy to architecture with Mermaid visualization.
majiayu000/claude-skill-registry 163
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middleware-patterns-vassovass-scl-v3-7de7fb46
majiayu000/claude-skill-registry 163
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dotnet-aspire-starter
Creates production-ready .NET 10 Aspire projects with ASP.NET MVC + Razor + TypeScript frontend, REST API backend, Entity Framework, OpenTelemetry observability, and Polly resilience. Use when asked to create a new .NET web application, scaffold a .NET Aspire project, set up a full-stack .NET solution with frontend and API, configure OpenTelemetry for .NET, add Polly resilience patterns, or start a new C# project with modern best practices. Supports OIDC authentication preparation and Grafana-ready telemetry.
majiayu000/claude-skill-registry 163
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conversion-optimization
Optimize sales page architecture, offer positioning, pricing strategy, urgency mechanics, and checkout flow for maximum conversion.
majiayu000/claude-skill-registry 163
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run
Build and launch GridRacer in the iOS Simulator
majiayu000/claude-skill-registry 163
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mock-prediction
Mock prediction skill for 4-layer thinking test. Calls Task subagent.
majiayu000/claude-skill-registry 163
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pytorch-quantization
Techniques for model size reduction and inference acceleration using INT8 quantization, including Post-Training Quantization (PTQ) and Quantization Aware Training (QAT). (quantization, int8, qat, fbgemm, qnnpack, ptq, dequantize)
majiayu000/claude-skill-registry 163
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pm-manager
PM Manager Agent. 프로젝트 관리, 일정 조율, 리소스 관리를 담당합니다. 일정, 스케줄, 마일스톤, 프로젝트 관리 관련 요청 시 사용됩니다.
majiayu000/claude-skill-registry 163
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microservices-expert
Expert-level microservices architecture, patterns, service mesh, and distributed systems
majiayu000/claude-skill-registry 163
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schema-validate-resume
Validate resume payloads using strict Pydantic models. Ensures that the resume JSON conforms to the required structure before processing.
majiayu000/claude-skill-registry 163
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multi-tenant
Multi-tenant architecture patterns including org_id claim management, JWT token structure with organization context, database isolation strategies for MongoDB and PostgreSQL, theme switching per organization, tenant provisioning workflows, data isolation patterns, and cross-tenant security. Activate for multi-tenancy implementation, tenant isolation, and organization-scoped data access.
majiayu000/claude-skill-registry 163
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contact-discovery-from-documents
When the agent needs to find specific contact information or responsible personnel for a particular domain or system. This skill searches through available documents (PDFs, config files, emails) to locate relevant contact details, organizational charts, or responsibility assignments. It can parse structured documents for contact tables, search for role-based keywords, and extract email addresses and names associated with specific responsibilities. Triggers include 'find contact', 'responsible person', 'team member', 'who manages', 'email address', 'contact information', 'PDF analysis', 'document search', 'role-based lookup'.
majiayu000/claude-skill-registry 163
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memory-search
PROACTIVELY search conversation history when receiving user instructions. Find previous discussions, decisions, and context BEFORE starting new work. Your memory is valuable - use it.
majiayu000/claude-skill-registry 163
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design-preferences
Gather user design preferences before building UI.
Use when: starting a project with visual interface (Web App, Mobile, Browser Extension).
Triggers: "design preferences", "visual style", "choose theme", "design step".
majiayu000/claude-skill-registry 163