Topic: anthropic
9,221 skills in this topic.
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htmx-frontend
pyramidheadshark/claude-scaffold 4
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langgraph-patterns
pyramidheadshark/claude-scaffold 4
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fastapi-patterns
pyramidheadshark/claude-scaffold 4
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data-validation
pyramidheadshark/claude-scaffold 4
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test-first-patterns
pyramidheadshark/claude-scaffold 4
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database-migration-safety
pyramidheadshark/claude-scaffold 4
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windows-developer
pyramidheadshark/claude-scaffold 4
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fastapi-patterns
pyramidheadshark/claude-scaffold 4
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rag-vector-db
pyramidheadshark/claude-scaffold 4
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supply-chain-auditor
pyramidheadshark/claude-scaffold 4
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design-doc-creator
pyramidheadshark/claude-scaffold 4
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building-multiagent-systems
This skill should be used when designing or implementing systems with multiple AI agents that coordinate to accomplish tasks. Triggers on "multi-agent", "orchestrator", "sub-agent", "coordination", "delegation", "parallel agents", "sequential pipeline", "fan-out", "map-reduce", "spawn agents", "agent hierarchy".
2389-research/building-multiagent-systems 4
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familiar-help
Use familiar companion tools for creative buddy/companion interactions. Handles fortunes, code roasts, haiku, stats, mood, lore, focus timers, and personality changes. Triggers when user addresses their companion by any name — "buddy" (Anthropic's UI label), "familiar", "companion", or whatever name the user uses for their companion — or by companion-specific intent: "tell me a fortune", "roast my code", "write a haiku", "show stats", "start a focus timer", "pomodoro", "be like Marvin", "change personality", "who are you", "what can you do". Do NOT use for normal code review, debugging, general coding help, or questions directed at Claude itself rather than the companion.
yaniv-golan/claude-familiar
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providing-performance-optimization-advice
Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottlenecks or seeking improvement strategies. Trigger with phrases like "optimize performance", "improve speed", or "performance recommendations".
foryourhealth111-pixel/Vibe-Skills 1,415
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hypothesis-generation
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.
foryourhealth111-pixel/Vibe-Skills 1,415
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skypilot-multi-cloud-orchestration
Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs across providers.
foryourhealth111-pixel/Vibe-Skills 1,415
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kegg-database
Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.
foryourhealth111-pixel/Vibe-Skills 1,415
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flowio
Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.
foryourhealth111-pixel/Vibe-Skills 1,415
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cobrapy
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
foryourhealth111-pixel/Vibe-Skills 1,415
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docx-comment-reply
Reply to comments (批注) in Word .docx/.doc files: extract comment context, draft replies, write threaded replies back, and validate OOXML.
foryourhealth111-pixel/Vibe-Skills 1,415
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aios-analyst
Business Analyst (Atlas). Use for market research, competitive analysis, user research, brainstorming session facilitation, structured ideation workshops, feasibility studies, i...
foryourhealth111-pixel/Vibe-Skills 1,415
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explaining-machine-learning-models
Build this skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
foryourhealth111-pixel/Vibe-Skills 1,415
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scanpy
Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker genes, cell type annotation, trajectory, for scRNA-seq analysis.
foryourhealth111-pixel/Vibe-Skills 1,415
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speckit-constitution
Create or update project governing principles and development guidelines. Use at project start to establish code quality, testing standards, and architectural constraints that guide all development.
foryourhealth111-pixel/Vibe-Skills 1,415