Agent Skills by simplysmartai
Showing 82 vetted skills indexed across 1 GitHub repositories.
simplysmartaismb-automation
Automate SMB workflows for sales-to-invoice pipelines, inventory, and shipping.
simplysmartaikpi-dashboard-design
Design KPI dashboards with metric selection and visualization frameworks.
simplysmartaidata-storytelling
Transform raw data into persuasive narratives with visualization and structure.
simplysmartailangchain-architecture
Design LLM applications with LangChain agents, chains, memory, and tool integration.
simplysmartaisimilarity-search-patterns
Implement similarity search patterns with Pinecone, Qdrant, pgvector, and Weaviate.
simplysmartaihybrid-search-implementation
Combines vector similarity and keyword retrieval with Reciprocal Rank Fusion for hybrid search systems.
simplysmartaiembedding-strategies
Select and optimize embedding models for semantic search and RAG applications.
simplysmartaiprompt-engineering-patterns
Apply few-shot learning and chain-of-thought patterns to optimize LLM prompts.
simplysmartaillm-evaluation
Evaluate LLM applications with automated metrics, human feedback, and LLM-as-judge patterns.
simplysmartairag-implementation
Integrate vector databases and semantic search to build RAG systems for LLM applications.
simplysmartaivector-index-tuning
Tune HNSW parameters and select quantization strategies for vector index performance.
simplysmartaimarket-sizing-analysis
Calculate TAM, SAM, and SOM using top-down, bottom-up, and value theory methodologies.
simplysmartaistartup-financial-modeling
Generate 3-5 year startup financial models with revenue, costs, and cash flow.
simplysmartaistartup-metrics-framework
Calculate and optimize startup metrics like MRR, CAC, and LTV.
simplysmartaicompetitive_landscape
Analyze industry competition using Porter's Five Forces and positioning maps.
simplysmartaiteam-composition-analysis
Design startup team structures, hiring plans, compensation, and equity allocation from pre-seed to Series A.
simplysmartaitailwind-design-system
Build Tailwind CSS design systems with design tokens and CVA components.
simplysmartainextjs-app-router-patterns
Implement Next.js 14+ App Router patterns for Server Components and Actions.
simplysmartaireact-state-management
Guide React state management with Redux Toolkit, Zustand, Jotai, and React Query.
simplysmartaireact-native-architecture
Establish React Native app architecture with Expo, Expo Router, and React Query.
simplysmartaipython-performance-optimization
Profile and optimize Python code using cProfile, memory_profiler, and line_profiler.
simplysmartaiasync-python-patterns
Implement asynchronous Python patterns with `asyncio.gather` for concurrent task execution.
simplysmartaiuv-package-manager
Manage Python dependencies and virtual environments with uv.
simplysmartaipython_packaging
Create Python packages with pyproject.toml and publish to PyPI or TestPyPI.