Analyzes dbt project DAGs using the dbt manifest.json artifact and the dbt Cloud API. Detects circular dependencies, orphaned models, and generates lineage visualizations.
Analyzes dbt project DAGs to identify circular references, orphaned models, and suboptimal materialization strategies.
Parses dbt project manifests and catalog artifacts to build complete data lineage graphs. Uses the dbt Cloud API v2 for run metadata and the dbt Core manifest.json for model…
Extracts and visualizes dbt model dependency lineage using the dbt Core manifest.json artifact API. Parses ref() and source() calls to build DAG representations via the dbt Cloud…
Parses dbt manifest.json and catalog.json to extract full model lineage graphs using the dbt Core artifact API.
Generates and validates dbt (data build tool) models, tests, and documentation for Snowflake, BigQuery, and Redshift.
Writing dbt models with proper CTE patterns, SQL structure, and layer-specific templates. Use this
Optimizing dbt and Snowflake performance through materialization choices, clustering keys,
Inspect changed dbt assets, estimate blast radius, identify missing tests, and recommend the narrowest safe validation plan.
Analyzes dbt projects for best practices, performance, maintainability, and generates actionable recommendations for improvement.
Deploying, managing, executing, and monitoring dbt projects natively within Snowflake using dbt
Step-by-step setup guide for dbt Projects on Snowflake including prerequisites, external access
Load when task involves dbt model versioning, creating v2 of a model, or backward-compatible model changes.
Expert in D-Bus IPC (Inter-Process Communication) on Linux systems. Specializes in secure service communication, method calls, signal handling, and system integration.
DC Bank integration. Manage data, records, and automate workflows. Use when the user wants to interact with DC Bank data.
Check Washington DC weather using Open-Meteo API. Use when user asks about DC weather, current conditions, or needs a weather report for Washington DC.
Performs discounted cash flow (DCF) valuation analysis to estimate intrinsic value per share for Japanese listed companies.
Build defensible DCF models with cited sources, Excel export, and sensitivity analysis
Real DCF (Discounted Cash Flow) model creation for equity valuation. Retrieves financial data from SEC filings and analyst reports, builds comprehensive cash flow project — from…
Wing-4 valuation cognition for a CFO / finance-partner. Use when a deal, internal investment, or board ask names DCF, intrinsic value, WACC, terminal value, or 'what's it worth on…
Build Discounted Cash Flow (DCF) valuation models. Calculate intrinsic value with customizable assumptions. Generate professional valuation reports.
Generate and track comprehensive due diligence checklists tailored to the target company's sector, deal type, and complexity.
Liest Datenraum-Dokumente und extrahiert Issues nach den Hauskategorien und Wesentlichkeitsschwellen im Findings-Report-Format.
Prepare for due diligence meetings — management presentations, expert network calls, customer references, and advisor sessions.
Selectively remove dding-dong artifacts (global config, project config, TTS venv) with dry-run preview. 플러그인 정리/삭제 마법사.
Worldmat TiDAR: 3×3×3 matrix of diffusion draft + AR verify executions with GF(3) conservation
Detects and resolves common Domain-Driven Design anti-patterns including god aggregates, anemic domain models, context creep, repository leakage, specification over-engineering,…
Use when reviewing a Ruby on Rails app for Domain-Driven Design boundaries, bounded contexts, language leakage, cross-context orchestration, or unclear ownership.
Use when running a full DDD boundary audit, detecting context leakage, or remediating domain and infrastructure contamination — from general/general-misc
Create and manage a DDD bounded context with standard directory structure
Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.
Practical DDD patterns for Jakarta EE web applications with cognitive load distribution. Use when designing controllers, entities, services, or evaluating cohesion and load…
E2E 測試規劃與撰寫：在 main agent context 中探索應用、規劃測試案例、撰寫 Playwright 測試。 支援 Greenfield（從 spec 驅動）和 Retrofit（既有專案補 E2E）兩種模式。 Trigger: "write E2E tests", "add E2E", "Playwright test", "test…
Domain-Driven Design methodology using bounded contexts, ubiquitous language, and strategic/tactical patterns
Use when creating new domain features or adding new business capabilities. Triggers on requests to "create feature", "add new domain", "new module", "scaffold feature", or when…
Domain-Driven Design tactical patterns for Java 25+. Value Objects, Entities, Aggregates, Domain Services, Domain Events, Ubiquitous Language, and Bounded Contexts.
Apply Domain-Driven Design — identify bounded contexts, model aggregates and value objects, map context relationships, and generate implementation scaffolding
Domain-Driven Design — bounded context + ubiquitous language + context map + aggregate + entity + value object + domain event + event storming.
Use when designing bounded contexts, aggregates, value objects, domain events, repositories, ubiquitous language for the VorstersNV platform.
Catalog of Domain-Driven Design (DDD) patterns including strategic patterns (bounded contexts, subdomains, context maps) and tactical patterns (aggregates, entities, value…
Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains. — from Yoodaddy0311/artibot
DDD 전술적 설계 - Entity, Value Object, Aggregate, Repository, Domain Service, Domain Event 패턴. Auto-activates when: implementing domain models, aggregate design, invariant…
Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.
Validate domain boundaries -- detect cross-context import violations and aggregate invariant issues
Start DDEV, sync remote database/assets, and rebuild local dev environment. Use when user says "ddev sync", "sync remote database", "pull remote data", "set up local dev", or asks…
Privacy-focused DuckDuckGo web search integration. Triggers on privacy-sensitive web searches where user data protection is a concern.
Search the web with DuckDuckGo using the `ddgr` CLI. Use when the user asks to look something up online, verify facts, or gather source links.
Web search via the DDGS metasearch library. Use for searching for unknown documentation, facts, or any web content. Lightweight, no browser required.
Use when needing to search the web in AI coding tools or OpenClaw. Uses DuckDuckGo API without API key.
Design data systems by understanding storage engines, replication, partitioning, transactions, and consistency models.
Query DDInter drug-drug interactions via REST API (1.7M+ interactions, 2,400+ drugs). Search by drug name/ID for severity (major/moderate/minor), mechanisms, and clinical…
IMEX EOMS 数据库 DDL 分层结构规范。定义早期开发阶段（drop-and-create 模式）和上线后阶段（incremental 模式）下的目录结构、命名规则、完整性约束和合并视图生成规则。确保模块级全量 schema 与切片级增量 DDL 各司其职，避免索引/约束/注释在 drop-recreate 循环中丢失。
Generate comprehensive investment memos for cyber•Fund investment committee decisions. Use when creating DD memos or investment analysis documents.
把项目人员需求计划表 / 工时表 / 进度表（xlsx / csv）解析为 DDT baseline 历史项目数据，追加到 baseline/historical-projects.csv 让 pm-agent /wbs 阶段的工时估算更准。当用户说"导入工时数据"、"录入人员表"、"baseline 校准"、"historical-projects…
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
Use at the start of every DDT session and before any DDT pipeline action — the DDT constitution governing Iron Laws, skill priority, the 5-station spine, intent classification,…
Use during a frontend slice's spec step when the convergence target is judged perceptually by a human (UI aesthetics/UX) — routes the perceptual problem to an external AI design…
Use when you have a written implementation plan to execute in a separate session with review checkpoints — from dhslegen/disciplined-delivery-toolkit
Use to write a per-slice implementation spec before invoking ddt-writing-plans — the spec step of DDT's 实现 station.
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and — from…