Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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datagrok-logging
Guide for logging errors, warnings, and info messages in Datagrok packages. Use when code needs error handling, user notifications, or server-side logging.
majiayu000/claude-skill-registry 163
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Debugging Expert
Systematic troubleshooting using the Scientific Method (Observe, Hypothesize, Experiment, Fix).
majiayu000/claude-skill-registry 163
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ralph-plan
Decompose PRD stories into implementation subtasks using the Planner agent
majiayu000/claude-skill-registry 163
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clarify-scope
Classify request as small/medium/large. Adjust workflow depth accordingly.
majiayu000/claude-skill-registry 163
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Regression Modeling
Build predictive models using linear regression, polynomial regression, and regularized regression for continuous prediction, trend forecasting, and relationship quantification
majiayu000/claude-skill-registry 163
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mobile-security-defconxt-cipher
majiayu000/claude-skill-registry 163
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visme-automation
Automate Visme tasks via Rube MCP (Composio). Always search tools first for current schemas.
majiayu000/claude-skill-registry 163
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icon-set-generator
Generate cohesive, project-specific SVG icon sets for websites and applications. Use this skill whenever the user needs custom icons, an icon set for a website or app, icons for a client project, or mentions needing SVG icons that look consistent together. Also trigger when the user describes a project and icons would naturally be part of the deliverable — e.g. "I'm building a site for a plumber" implies they'll need service icons. Trigger on: "icons for", "icon set", "custom icons", "SVG icons", "make me icons", "I need icons", "website icons", "project icons", or any request for consistent visual assets for a web project. This skill produces individual SVG files with a consistent style engine, not generic icon library lookups.
majiayu000/claude-skill-registry 163
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crosspost
Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Never posts identical content cross-platform. Use when the user wants to distribute content across social platforms.
majiayu000/claude-skill-registry 163
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beachhead-segment
Identify the first beachhead market segment for a product launch. Evaluates segments against burning pain, willingness to pay, winnable market share, and referral potential. Use when choosing a first market, targeting an initial customer segment, or planning market entry strategy.
majiayu000/claude-skill-registry 163
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gsd-migrate
Migrates existing projects to GSD structure without rewriting history. Activates when user mentions "migrate to GSD", "adopt GSD", "convert project", "brownfield GSD", or wants to add GSD to existing work.
majiayu000/claude-skill-registry 163
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dream
Private overnight operator mode. Routes interactive Dream requests to the shared `ao overnight` engine for setup, bedtime runs, and morning reports. Triggers: "$dream", "overnight", "bedtime run", "morning report", "dream setup", "dream report", "dream council", "dreamscape".
majiayu000/claude-skill-registry 163
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ads-management
Activate for paid advertising campaigns on Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads. Includes ad copywriting, audience targeting, budget optimization, A/B testing, and ROAS tracking. Used by ads-specialist and campaign-manager agents.
majiayu000/claude-skill-registry 163
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kube-medic
Kubernetes Cluster Triage & Diagnostics — instant AI-powered incident triage via kubectl
majiayu000/claude-skill-registry 163
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clawvault
majiayu000/claude-skill-registry 163
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terraform-azurerm-set-diff-analyzer
Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terraform plan output for Azure resources like Application Gateway, Load Balancer, Firewall, Front Door, NSG, and other resources with Set-type attributes that cause spurious diffs due to internal ordering changes.
majiayu000/claude-skill-registry 163
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p2p-networking
Peer-to-peer networking skill for NAT punch-through and relay servers.
majiayu000/claude-skill-registry 163
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architecture-design
Use ONLY when creating NEW registrable components in ML projects that require Factory/Registry patterns.
✅ USE when:
- Creating a new Dataset class (needs @register_dataset)
- Creating a new Model class (needs @register_model)
- Creating a new module directory with __init__.py factory
- Initializing a new ML project structure from scratch
- Adding new component types (Augmentation, CollateFunction, Metrics)
❌ DO NOT USE when:
- Modifying existing functions or methods
- Fixing bugs in existing code
- Adding helper functions or utilities
- Refactoring without adding new registrable components
- Simple code changes to a single file
- Modifying configuration files
- Reading or understanding existing code
Key indicator: Does the task require @register_* decorator or Factory pattern? If no, skip this skill.
majiayu000/claude-skill-registry 163
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AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
majiayu000/claude-skill-registry 163
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Linux Production Shell Scripts
This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production shell scripts". It provides ready-to-use shell script templates for system administration.
majiayu000/claude-skill-registry 163
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bmad-wds-workflow-discuss
Creative dialog for page design — discuss what each page needs, then visualize and specify.
majiayu000/claude-skill-registry 163
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project-architecture-init
This skill should be used after the requirement-analysis and tech-stack-confirmation skills have been completed (PRD, technology stack decisions, and ADRs already exist). It reads existing artifacts and produces three deliverables: (1) a detailed architecture design document defining package structure, module boundaries, and dependency rules, (2) a runnable walking skeleton that validates all technology integrations, and (3) automated safeguards including unit tests, integration tests, architecture fitness functions, and CI pipeline configuration. Triggers on requests like 'initialize project architecture', 'scaffold project', 'set up project structure', 'create walking skeleton', 'generate design document from tech stack', or 'bootstrap project from PRD'.
majiayu000/claude-skill-registry 163
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next-upgrade
Upgrade Next.js to the latest version following official migration guides and codemods
majiayu000/claude-skill-registry 163
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incident-response-patterns
Production incident response patterns: severity classification (SEV1-4), incident roles, SLO/SLI framework, error budget policy, and blameless culture principles. Use when designing incident response processes, writing runbooks, defining SLOs, creating post-mortems, or reviewing incident readiness. Do NOT use for code bug investigation (use bug-investigation instead).
majiayu000/claude-skill-registry 163