llm-application-patterns
This skill should be used when building production LLM applications in any language. It applies when implementing predictable AI features, creating structured interfaces for LLM operations, configuring language...
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This skill should be used when building production LLM applications in any language. It applies when implementing predictable AI features, creating structured interfaces for LLM operations, configuring language...
A definitive guide to building multi-agent systems using the `openai-agents` SDK, enforcing live documentation retrieval via Context7.
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Implement RAG (Retrieval-Augmented Generation) patterns using Azure AI Search. Covers three retrieval approaches - (1) Agentic Retrieval for complex multi-query LLM-assisted search with knowledge bases, (2) Ful...
Run Claude Code programmatically via CLI (-p flag), Python SDK, or TypeScript SDK. For automation, CI/CD, session chaining, headless execution, and orchestrating multiple Claude instances. Triggers: programmati...
Use this skill to generate high-quality images, icons, and assets for frontend web development using Gemini 3 Pro.
TanStack Table で勤怠一覧/勤務表を作る。列定義、ソート/フィルタ、ページング、集計行、アクセシビリティ、CSV出力の型を固定する。キーワード: TanStack Table, table, columns, sorting, filtering, CSV
Design and generate visual dashboards to present pilot insights and trends. Use when creating executive summaries, interactive or static dashboard layouts, and report visualizations for stakeholder review.
Use when editing docs/index.html, creating charts with Plot, adding SQL cells, loading data with FileAttachment, or building visualizations. Triggers on any editing of docs/index.html, Observable notebooks, or...
Define measurable success metrics, KPIs, and acceptance criteria aligned to pilot objectives. Use when establishing evaluation frameworks, go/no‑go thresholds, or performance benchmarks based on pilot goals and...
Chart.js integration patterns for creating interactive statistical graphs in Django templates. Covers HTML setup, data injection, and JavaScript chart rendering with datalabels plugin.
Create minimalist, mobile-first Home Assistant dashboards using the Mushroom cards ecosystem (13+ card types) with card-mod styling. Use when building modern HA dashboards, creating compact mobile interfaces, s...
Run accuracy evaluation/tuning for RQ-SCAN and generate reports.
Map pilot outcomes to strategic benefits, ROI estimates, and KPI alignments to demonstrate value realization. Use when quantifying business impact, calculating return on investment, and aligning pilot results w...
Generates The Edmund Bogen Team's weekly market intelligence package: email, article page, dashboard, and community listings pages. Guides team through data collection, validates consistency, and produces all H...
Configure conditional visibility for Home Assistant dashboard cards based on entity states, numeric values, screen size, users, time, and complex logic (and/or). Use when hiding/showing cards dynamically, creat...
Run MOSAIC microsimulation and extract formatted results for paper
Display structured data in Textual using tables, lists, trees, and scrollable containers. Use when rendering data tables, building list views, displaying hierarchical data, scrolling large content, pagination,...
Econometric analysis, statistical inference, and empirical economics. Use for regression, causal inference, IV, DID, RDD, time series, panel data, or hypothesis testing.
Combine outputs from multiple instances into unified view, preserving diversity
Explore and analyze pilot data sets to uncover patterns, anomalies, and initial insights. Use when performing ad-hoc data investigations, validating data quality, or preparing exploratory visualizations for hyp...
Optimize ClickHouse queries for speed and efficiency. Helps with primary key design, sparse indexes, data skipping indexes (minmax, set, bloom filter, ngrambf_v1), partitioning strategies, projections, PREWHERE...
Design and manage Kafka message schemas with type safety and schema evolution. Use when defining event schemas, creating schema validators, managing versions, and generating type-safe Pydantic/msgspec models fr...
Develop and manage data ingestion, processing, and transformation pipelines for pilot projects. Use when automating ETL workflows, integrating new data sources, or building canonical datasets to support downstr...
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