Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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ml-system-design
End-to-end ML system design for production. Use when designing ML pipelines, feature stores, model training infrastructure, or serving systems. Covers the complete lifecycle from data ingestion to model deployment and monitoring.
majiayu000/claude-skill-registry 163
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violetconnect-patterns
Code patterns for implementing VioletConnect features - Redux, axiosWrapper, AppContext, API routes
majiayu000/claude-skill-registry 163
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db-anti-patterns
Detection rules and grep patterns for database performance anti-patterns. Use when scanning codebase for N+1 queries, sequential queries, or connection pool issues.
majiayu000/claude-skill-registry 163
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thinking-leverage-points
Identify where small changes can have large effects using Donella Meadows' hierarchy of system intervention points. Use for strategic decisions, system optimization, and choosing where to focus engineering effort.
majiayu000/claude-skill-registry 163
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qr-barcode-reader
Use when asked to scan, decode, read, or extract data from QR codes or barcodes in images.
majiayu000/claude-skill-registry 163
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binding-characterization
Guidance for SPR and BLI binding characterization experiments. Use when: (1) Planning binding kinetics experiments, (2) Troubleshooting poor/no binding signal, (3) Interpreting kinetic data artifacts, (4) Choosing between SPR vs BLI platforms.
majiayu000/claude-skill-registry 163
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push-to-github
Commit changes and push to GitHub following Spaarke git conventions
majiayu000/claude-skill-registry 163
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automation-validator
Validates automation workflow JSON before deployment for Power Automate, n8n, Make, Zapier and other platforms. Checks syntax, structure, best practices, and potential issues. Analyzes workflow JSON files for platform compliance, missing error handling, performance issues, and security concerns. Use when user wants to validate, review, or check a workflow before deployment/import.
majiayu000/claude-skill-registry 163
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notify-file-watcher
Cross-platform file system watching with the notify crate
majiayu000/claude-skill-registry 163
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alfworld-object-storer
This skill places an object into a selected storage receptacle after confirming its suitability. It should be triggered when the agent has identified an appropriate storage location and is ready to complete the storage task. The skill takes the object and target receptacle as inputs and results in the object being stored.
majiayu000/claude-skill-registry 163
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flux-gitops
Flux GitOps patterns for the homelab Kubernetes platform using ResourceSets.
Use when: (1) Adding new Helm releases or applications to the platform, (2) Deploying a new service to Kubernetes,
(3) Debugging Flux reconciliation issues or sync problems, (4) Understanding ResourceSet patterns,
(5) Configuring Kustomizations and variable substitution, (6) Questions about helm-charts.yaml or platform structure,
(7) GitOps workflow questions.
Triggers: "add helm release", "deploy to kubernetes", "add new service", "add application",
"flux resourceset", "flux reconciliation", "flux not syncing", "flux stuck", "gitops",
"helm-charts.yaml", "platform values", "flux debug", "HelmRelease not ready", "kustomization",
"helmrelease", "add chart", "deploy helm chart"
majiayu000/claude-skill-registry 163
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microsim-utils
Utility tools for MicroSim management including quality validation, screenshot capture, icon management, and index page generation. Routes to the appropriate utility based on the task needed.
majiayu000/claude-skill-registry 163
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Override Mechanisms
Implementing human override capabilities for AI decisions with proper tracking, auditing, and feedback loops.
majiayu000/claude-skill-registry 163
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vercel-ai-sdk-v5
Expert-level Vercel AI SDK v5 patterns for production chatbots. Use for: (1) Chat persistence with Drizzle/PostgreSQL, (2) Generative UI with typed tool parts, (3) Human-in-the-loop tool confirmations, (4) Custom data streaming with reconciliation, (5) Anthropic provider with extended thinking/reasoning, (6) Type-safe message metadata with token tracking. Covers advanced patterns only - assumes basic AI SDK knowledge. NOT for AI SDK v6.
majiayu000/claude-skill-registry 163
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auto-rollback-triggers
Error rate monitoring, SLO detection, and notification webhooks for automated rollback triggers. Use when setting up automated deployment rollback, monitoring error rates, configuring SLO thresholds, implementing deployment safety nets, setting up alerting webhooks, or when user mentions automated rollback, error rate monitoring, SLO violations, deployment safety, or rollback automation.
majiayu000/claude-skill-registry 163
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code-refactoring
Guide for refactoring duplicate code in the Orient. Use when extracting shared logic, consolidating services, or improving code organization. Covers tool-calling extraction, database unification, and monorepo migration patterns.
majiayu000/claude-skill-registry 163
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planning-base
Framework for planning at any time scale (daily, weekly, monthly, quarterly, yearly). Trigger with "plan my day", "weekly planning", "monthly planning", "[month] planning" (e.g., "january planning", "december planning"), "plan for [period]", or "let's plan [period]". Identifies constraints FIRST, then suggests priorities. Uses Level 0-3 success framework. Inputs vary by scale - daily uses yesterday summary, weekly uses weekly retro, monthly uses monthly retro, etc.
majiayu000/claude-skill-registry 163
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s-audit
Comprehensive quality analysis for WoW addons. Combines security, complexity, deprecation, and dead code analysis into a single audit workflow. Triggers: audit, quality, analysis, review, check, scan.
majiayu000/claude-skill-registry 163
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parallel-prompt-generator
Generate agent-ready prompts from existing task specification files. Use when regenerating prompts after editing tasks, updating prompt templates, or preparing tasks for cpo execution.
majiayu000/claude-skill-registry 163
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audit-logging
Implement comprehensive audit logging for all admin actions, capturing user ID, action type, entity changes, IP address, and user agent. Use when tracking system activities or adding audit trails.
majiayu000/claude-skill-registry 163
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cfn-loop-orchestration-v2
CFN Loop coordination and orchestration - gate checks, validation, consensus, coordination patterns. Use when orchestrating multi-agent workflows, managing iteration cycles, or coordinating Loop 2/Loop 3 dependencies.
majiayu000/claude-skill-registry 163
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bio-reporting-automated-qc-reports
Generates standardized quality control reports by aggregating metrics from FastQC, alignment, and other tools using MultiQC. Use when summarizing QC metrics across samples, creating shareable quality reports, or building automated QC pipelines.
majiayu000/claude-skill-registry 163
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docstring-generator
Generate language-specific docstrings for C#, Java, Python, and TypeScript following industry standards (PEP 257, Javadoc, JSDoc, XML documentation)
majiayu000/claude-skill-registry 163
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gsd:reference:continuation-format
Continuation format reference for GSD sessions
majiayu000/claude-skill-registry 163