Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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quality-auditor
Comprehensive quality auditing and evaluation of tools, frameworks, and systems against industry best practices with detailed scoring across 12 critical dimensions
majiayu000/claude-skill-registry 163
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model-trainer
This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.
majiayu000/claude-skill-registry 163
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route-tester
Test authenticated routes in the your project using cookie-based authentication. Use this skill when testing API endpoints, validating route functionality, or debugging authentication issues. Includes patterns for using test-auth-route.js and mock authentication.
majiayu000/claude-skill-registry 163
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fabric-rti-mcp
Expert guidance for Microsoft Fabric Real-Time Intelligence (RTI) using the Fabric RTI MCP Server. Execute KQL queries on Eventhouse, manage Eventstreams for real-time data processing, create Activator triggers for alerting, and manage Map items. Use when working with Fabric RTI, KQL, real-time analytics, streaming data, or event-driven applications.
majiayu000/claude-skill-registry 163
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guide-updater
将对话中新产生的可复用写作洞见实时沉淀到项目指南文件，保持术语口径一致、结构稳定、可检验与可复现。调用时必须指定指南文件路径。用于用户要求"更新项目指南/同步指南/沉淀洞见到指南"等场景。
majiayu000/claude-skill-registry 163
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stakeholder-docs
Executive documentation from technical living docs - business summaries, progress dashboards, feature status reports. Use for stakeholder communication.
majiayu000/claude-skill-registry 163
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canonical-format-checker
This skill should be used when content teaches patterns (skills, subagents, ADRs, PHRs, specifications) that have canonical sources elsewhere. Prevents format drift by ensuring content references and follows the authoritative format from canonical sources. Use before implementing lessons that teach platform patterns, or when reviewing content for format consistency.
majiayu000/claude-skill-registry 163
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axiom-extensions-widgets-ref
Use when implementing widgets, Live Activities, Control Center controls, or app extensions - comprehensive API reference for WidgetKit, ActivityKit, App Groups, and extension lifecycle for iOS 14+
majiayu000/claude-skill-registry 163
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cloud-azure-storage
Provides comprehensive guidance for Azure Storage including blob storage, file shares, queues, and storage account management. Use when the user asks about Azure Storage, needs to store data in Azure, configure Azure Storage, or work with Azure storage services.
majiayu000/claude-skill-registry 163
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esm-cjs-interop
Handle ESM/CJS module interoperability in the Orient monorepo. Use when encountering import errors, circular dependencies, module resolution issues, or "does not provide an export named" errors. Covers import patterns, re-export strategies, and avoiding circular dependency chains.
majiayu000/claude-skill-registry 163
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routing-wpf-events
Implements WPF routed events including Bubbling, Tunneling, and Direct strategies. Use when creating custom routed events, handling event propagation, or understanding Preview events.
majiayu000/claude-skill-registry 163
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peft-fine-tuning
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.
majiayu000/claude-skill-registry 163
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draft-issue
Draft GitHub issues for i-am-bee/agentstack. Use when the user wants to report a bug, request a feature, or draft a general GitHub issue.
majiayu000/claude-skill-registry 163
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performance-diff
変更前後のパフォーマンスを比較し、リグレッションを検出
majiayu000/claude-skill-registry 163
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cloud-aws-lambda
Provides comprehensive guidance for AWS Lambda including function creation, triggers, configuration, and serverless development. Use when the user asks about AWS Lambda, needs to create Lambda functions, implement serverless functions, or work with AWS serverless computing.
majiayu000/claude-skill-registry 163
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constraints-principle
Limita acciones posibles para prevenir errores. Use cuando diseñe formularios, flujos críticos, o sistemas donde los errores son costosos.
majiayu000/claude-skill-registry 163
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statsmodels
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.
majiayu000/claude-skill-registry 163
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load-skills
Bootstrap skill loader for instance startup. Pulls fresh skills from plurigrid/asi and loads GF(3)-balanced startup triads. MUST run at beginning of every new instance.
majiayu000/claude-skill-registry 163
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umbraco-tiptap-extension
Implement Tiptap extensions for Umbraco rich text editor using official docs
majiayu000/claude-skill-registry 163
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agent-refactoring-specialist
Expert refactoring specialist mastering safe code transformation techniques and design pattern application. Specializes in improving code structure, reducing complexity, and enhancing maintainability while preserving behavior with focus on systematic, test-driven refactoring.
majiayu000/claude-skill-registry 163
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merge-openapi-specs
Use when combining multiple OpenAPI specs, or have microservices with separate spec files
majiayu000/claude-skill-registry 163
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tldr-router
Route to appropriate tldr analysis depth based on query
majiayu000/claude-skill-registry 163
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devsecops-practices
DevSecOps methodology guidance covering shift-left security, SAST/DAST/IAST integration, security gates in CI/CD pipelines, vulnerability management workflows, and security champions programs.
majiayu000/claude-skill-registry 163
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websocket-engineer
Use when building real-time communication systems with WebSockets or Socket.IO. Invoke for bidirectional messaging, horizontal scaling with Redis, presence tracking, room management.
majiayu000/claude-skill-registry 163