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Testing & security AI Skills

Discover Testing & security skills, compare source repositories and read the instructions for each workflow.

Categories: Testing & security

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GitHub

llm-application-patterns

jayteealao

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...

GitHub

openai-agents-architect

HafizFasih

A definitive guide to building multi-agent systems using the `openai-agents` SDK, enforcing live documentation retrieval via Context7.

GitHub

rag-patterns

pascalvanderheiden

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...

GitHub

programmatic-claude

WebSmartTeam

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...

GitHub

nano-banana-imager

CodedBiijay

Use this skill to generate high-quality images, icons, and assets for frontend web development using Gemini 3 Pro.

GitHub

frontend-tables-tanstack-table

kk0ga

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

GitHub

dashboard-design

profmikegreene

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.

GitHub

notebooks-front-end

data-desk-eco

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...

GitHub

success-criteria-definition

profmikegreene

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...

GitHub

chartjs-graphs

carlos-ASG

Chart.js integration patterns for creating interactive statistical graphs in Django templates. Covers HTML setup, data injection, and JavaScript chart rendering with datalabels plugin.

GitHub

ha-mushroom-cards

dawiddutoit

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...

GitHub

value-realization-analysis

profmikegreene

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...

GitHub

weekly-email-team-instructions

edmundbogen

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...

GitHub

ha-conditional-cards

dawiddutoit

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...

GitHub

textual-data-display

dawiddutoit

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,...

GitHub

econ-statistics

shapiraniv

Econometric analysis, statistical inference, and empirical economics. Use for regression, causal inference, IV, DID, RDD, time series, panel data, or hypothesis testing.

GitHub

data-exploration

profmikegreene

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...

GitHub

clickhouse-query-optimization

dawiddutoit

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...

GitHub

kafka-schema-management

dawiddutoit

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...

GitHub

data-pipeline-engineering

profmikegreene

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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