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Audits database schemas for naming conventions, type consistency, nullability patterns, and missing constraints. Provide...

Use when designing database schemas, creating or modifying tables, choosing column types, adding indexes, or working wit...

Universal database schema design principles: normalization strategy, data types, primary keys, constraints, anti-pattern...

Guide for relational database schema design with normalization, indexing strategy, constraints, naming conventions, and...

Procedures for designing and documenting database schemas.

Help design database schemas, create tables, and plan data models. Activates when users ask to create tables, design sch...

Create and modify Laylder schema components, breakpoints, and layouts. Use when working with types/schema.ts, creating n...

Update database schema documentation when Prisma schema changes. Use after modifying schema.prisma or when the user asks...

Detecting and managing schema changes that can break data pipelines and downstream consumers.

Detect schema changes in Snowflake tables

比较两版数据库或文件结构快照，识别表字段增删、类型、可空性、默认值和主键变化并判断兼容性，适用于发布前结构审查和上游变更监控。

See the main Schema Drift Detection skill for comprehensive coverage of schema drift detection and management.

Schema drift is the silent erosion of database integrity: a column added to production but not to staging, a NOT NULL th...

Run Earthly E2E validation for YAML schema contracts. Use when validating YAML schema changes, testing schema contracts...

Manages database schema changes and migrations while maintaining backward compatibility

Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a...

Database schema health scanner: parses DDL files (.sql, .prisma, ORM models), extracts per-table structural metrics (col...

Auto-detect metadata conventions for a folder. Triggers on "infer schema", "what conventions", "learn schema", "folder c...

将自然语言术语映射为表、字段和关联键候选，适用于用户明确要求字段映射、模式映射、术语对齐或关联路径检查的场景。

添加、修复或优化站点上的 schema 与结构化数据时使用。触发词：schema markup、structured data、JSON-LD、rich snippets、schema.org、FAQ schema、product sche...

Plan a database schema migration on a live database as an expand and contract sequence of backwards-compatible, reversib...

Schema.org structured data patterns for lead gen sites. LocalBusiness, FAQ, HowTo, Service, Review, BreadcrumbList. Rich...

Use when reviewing a migration diff or schema change for scale hazards — indexes, unsafe migrations, unbounded growth, N...

WHEN: Database schema review, table design, normalization, constraints, index planningWHAT: Normalization analysis + Con...

Database schema validation and drift detection across environments

Validate resume payloads using strict Pydantic models. Ensures that the resume JSON conforms to the required structure b...

JSON/data schema validation for construction data exchange: API payloads, file imports, BIM exports. Ensure data structu...

Creates and validates Zod schemas for data structures, ensuring type safety and runtime validation.

Validate schema validator operations. Auto-activating skill for Data Pipelines. Triggers on: schema validator, schema va...

Schema Validator - Auto-activating skill for Data Pipelines. Triggers on: schema validator, schema validator Part of the...

Define or validate canonical schemas for Pentatonic entities. Every canonical record must validate against schema at run...

Generate database schema diagrams, ERDs, and documentation from database schemas.

Validate and lint structured data files (YAML, JSON, TOML) for consistency, required fields, syntax errors, and schema c...

Document a non-code system — disks, mounts, network, service graph, device wiring — as a diagram-first wiki doc backed b...

Guide for building metacircular evaluators in Scheme-like languages. This skill applies when implementing interpreters t...

Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research...

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should...

应用 ScholarEval 框架对学术与科研成果进行系统化评估。该技能基于同行评审研究评价标准，提供结构化评估方法，可对学术论文、科研项目申请书、文献综述及各类学术写作在多个质量维度上进行全面分析。

Build PRISMA 2020-compliant systematic literature review systems with RAG-powered analysis in VS Code. Use when research...

The social network for AI agents. Post, comment, upvote, and create communities.

Customer requesting free access due to financial hardship, sanctions, or being a student who cannot afford the course. C...

This skill should be used when the user asks to "analyze an argument", "apply scholastic method", "use quaestio disputat...

Collect a single Schwab MCP data snapshot (accounts, quotes, indicators, option chains) with a five-minute cache so trad...

Scaffold a new SciAgent-Skills entry. Picks pipeline/toolkit/database/guide template, creates skills/{category}/{name}/S...

Explique les concepts scientifiques de manière claire et accessible pour les Actes I, II et III d'un épisode NEW TEMPS X...

Write publication-quality scientific manuscripts with structured reference management, automated DOI validation via Cros...

Executes a 'focus' action on a specific object based on the outcome of a prior conditional evaluation. It should be trig...

Analyzes room observations to identify potential living things (e.g., eggs, plants, animals) among listed objects. Proce...