pydantic_schema_registry
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Updated 11-02 00:09
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The English introduction is being prepared.
Sharding horizontal para escalar Redis más allá de un nodo
Segment a SKU portfolio on value (ABC) and demand variability (XYZ), produce the 9-box with a planning policy per cell, and reallocate planner attention…
Build production-ready Bright Data integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code,…
Creates and manages Cloud SQL instances for MySQL, PostgreSQL, and SQL Server. Handles backups, high availability, and secure connectivity for relational…
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google…
Triggered when refactoring involves field mapping (dataIndex, enum mapping, type conversion). Prevents incorrect field name guessing and ensures the correctness of field mapping.
Triggered when refactoring involves field mapping (dataIndex, enum mapping, type conversion). Prevents incorrect field name inference and ensures the correctness of field mapping.
MUST USE when reviewing ClickHouse schemas, queries, or configurations. Contains 28 rules that MUST be checked before providing recommendations. Always read…
Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so the results will…
Build, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user mentions Nextflow, nf-core, .nf files, nextflow.config,…
Run pathway and gene-set enrichment analysis on gene lists or ranked gene data, then interpret the results. Use whenever the user has a set of genes…
Embed Omni Analytics dashboards in external applications — URL signing, custom themes, iframe events, entity workspaces, and permission-aware content — using…
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas,…
Explains data fetching strategies including fetch on render, fetch then render, render as you fetch, and server-side data fetching. Use when implementing data…
Real-time quotes, K-line history, intraday minutes, stock search, sector ranking, and whole-market breadth for A-shares, HK stocks, US stocks, indices, and…
Experimental Firecrawl commands that are in preview. Use when the user asks about experimental features, preview commands, or specifically requests "download"…
Clean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize dates, remove duplicates, and flag…
Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data. Use whenever the user asks to "update the…
Use when loading data into BigQuery from CSV, JSON, Avro, Parquet files, Cloud Storage, or local files. Covers bq load command, source formats, schema…
Expert in SQLite, libSQL, and Turso database development for desktop and web applications with focus on SQL injection prevention, migrations, FTS search, edge…
Expert Obsidian assistance covering local markdown knowledge bases, frontmatter YAML schema, Dataview plugin queries, Canvas workflows, and community plugin…
Expert pandas assistance covering DataFrames, indexing, grouping, merging, time series, and vectorized transformations. Use when cleaning, transforming, and…
Expert SQL assistance covering ANSI SQL, CTEs, Window Functions, aggregation, indexing, and query optimization. Use when writing complex analytical queries,…