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53,183
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732
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ai
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knowledge-base
335

aidd-lit

Enforces Lit element authoring best practices. Use when creating Lit elements, binding elements, presentations, DatabaseElement, useObservableValues, or when the user asks about Lit UI patterns, reactive binding, or action callbacks.

paralleldrive
paralleldrive
documentation
open
knowledge-base
335

aidd-log

Document completed epics in a structured changelog with emoji categorization. Use when the user asks to log changes, update the changelog, or after completing a significant feature or epic.

paralleldrive
paralleldrive
documentation
open
technical-docs
335

aidd-javascript

JavaScript and TypeScript best practices and guidance. Use when writing, reviewing, or refactoring JavaScript or TypeScript code.

paralleldrive
paralleldrive
documentation
open
real-estate-legal
334

review-offered-task

Review a task that has been offered to you and decide whether to accept or reject it

desplega-ai
desplega-ai
business
open
academic
334

humanizer

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

atilladeniz
atilladeniz
research
open
mobile
333

frontend-design

Create distinctive, production-grade frontend interfaces. Use when building web components, pages, or applications with React-based frameworks. Includes Tailwind CSS v4, shadcn/ui components, Motion animations, and visual design philosophy for avoiding generic AI aesthetics.

dmmulroy
dmmulroy
development
open
productivity-tools
333

session-export

Update GitHub PR or GitLab MR descriptions with AI session export summaries. Use when user asks to add session summary to PR/MR, document AI assistance in PR/MR, or export conversation summary to PR/MR description.

dmmulroy
dmmulroy
tools
open
productivity-tools
333

agent-browser

Browser automation CLI for AI agents using Playwright

dmmulroy
dmmulroy
tools
open
data-analysis
333

displaying-timelines

Displays chronological events and activity through timelines, activity feeds, Gantt charts, and calendar interfaces. Use when showing historical events, project schedules, social feeds, notifications, audit logs, or time-based data. Provides implementation patterns for vertical/horizontal timelines, interactive visualizations, real-time updates, and responsive designs with accessibility (WCAG/ARIA).

ancoleman
ancoleman
data-ai
open
frontend
333

designing-layouts

Designs layout systems and responsive interfaces including grid systems, flexbox patterns, sidebar layouts, and responsive breakpoints. Use when structuring app layouts, building responsive designs, or creating complex page structures.

ancoleman
ancoleman
development
open
data-analysis
333

visualizing-data

Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics. Provides systematic framework for selecting appropriate visualizations based on data characteristics and analytical purpose. Includes 24+ visualization types organized by purpose (trends, comparisons, distributions, relationships, flows, hierarchies, geospatial), accessibility patterns (WCAG 2.1 AA compliance), colorblind-safe palettes, and performance optimization strategies. Use when creating visualizations, choosing chart types, displaying data graphically, or designing data interfaces.

ancoleman
ancoleman
data-ai
open
data-engineering
333

transforming-data

Transform raw data into analytical assets using ETL/ELT patterns, SQL (dbt), Python (pandas/polars/PySpark), and orchestration (Airflow). Use when building data pipelines, implementing incremental models, migrating from pandas to polars, or orchestrating multi-step transformations with testing and quality checks.

ancoleman
ancoleman
data-ai
open
cms-platforms
333

creating-dashboards

Creates comprehensive dashboard and analytics interfaces that combine data visualization, KPI cards, real-time updates, and interactive layouts. Use this skill when building business intelligence dashboards, monitoring systems, executive reports, or any interface that requires multiple coordinated data displays with filters, metrics, and visualizations working together.

ancoleman
ancoleman
development
open
data-analysis
333

building-tables

Builds tables and data grids for displaying tabular information, from simple HTML tables to complex enterprise data grids. Use when creating tables, implementing sorting/filtering/pagination, handling large datasets (10-1M+ rows), building spreadsheet-like interfaces, or designing data-heavy components. Provides performance optimization strategies, accessibility patterns (WCAG/ARIA), responsive designs, and library recommendations (TanStack Table, AG Grid).

ancoleman
ancoleman
data-ai
open
machine-learning
333

ai-data-engineering

Data pipelines, feature stores, and embedding generation for AI/ML systems. Use when building RAG pipelines, ML feature serving, or data transformations. Covers feature stores (Feast, Tecton), embedding pipelines, chunking strategies, orchestration (Dagster, Prefect, Airflow), dbt transformations, data versioning (LakeFS), and experiment tracking (MLflow, W&B).

ancoleman
ancoleman
data-ai
open
architecture-patterns
333

architecting-data

Strategic guidance for designing modern data platforms, covering storage paradigms (data lake, warehouse, lakehouse), modeling approaches (dimensional, normalized, data vault, wide tables), data mesh principles, and medallion architecture patterns. Use when architecting data platforms, choosing between centralized vs decentralized patterns, selecting table formats (Iceberg, Delta Lake), or designing data governance frameworks.

ancoleman
ancoleman
development
open
cloud
333

deploying-on-gcp

Implement applications using Google Cloud Platform (GCP) services. Use when building on GCP infrastructure, selecting compute/storage/database services, designing data analytics pipelines, implementing ML workflows, or architecting cloud-native applications with BigQuery, Cloud Run, GKE, Vertex AI, and other GCP services.

ancoleman
ancoleman
devops
open
data-engineering
333

ingesting-data

Data ingestion patterns for loading data from cloud storage, APIs, files, and streaming sources into databases. Use when importing CSV/JSON/Parquet files, pulling from S3/GCS buckets, consuming API feeds, or building ETL pipelines.

ancoleman
ancoleman
data-ai
open
sql-databases
333

optimizing-sql

Optimize SQL query performance through EXPLAIN analysis, indexing strategies, and query rewriting for PostgreSQL, MySQL, and SQL Server. Use when debugging slow queries, analyzing execution plans, or improving database performance.

ancoleman
ancoleman
databases
open
data-engineering
333

streaming-data

Build event streaming and real-time data pipelines with Kafka, Pulsar, Redpanda, Flink, and Spark. Covers producer/consumer patterns, stream processing, event sourcing, and CDC across TypeScript, Python, Go, and Java. When building real-time systems, microservices communication, or data integration pipelines.

ancoleman
ancoleman
data-ai
open
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