etl-designDeep ETL/ELT design workflow—extract patterns, transforms, loading strategies, idempotency, validation, and reconciliation. Use when designing batch data flo...
Install via ClawdBot CLI:
clawdbot install mike47512/etl-designGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Apr 24, 2026
Migrating on-premise data warehouse to cloud-based Snowflake or Redshift. Use source contract to map schemas, incremental watermark for large tables, and validation checks to ensure data integrity during cutover.
Building a batch pipeline that updates customer profiles nightly from CRM, billing, and support systems. Extract via CDC, apply deterministic transforms for dedup, and load with upsert keys for idempotency.
ETL to load claims data from multiple providers into a central analytics platform. Use full snapshots for small claims tables, versioned transforms for business rules, and quarantine bad rows for audit.
Daily batch reconciliation of inventory between ERP and warehouse management system. Use incremental extract with updated_at watermark, row count validation, and backfill for missing days.
Building a data mart that aggregates clickstream, ad spend, and conversion data. Apply deferred transforms for late-arriving facts, partition by date, and validate with checksums.
Offer a managed ETL service that automates source contracting, incremental extracts, and idempotent loads. Revenue from subscription tiers based on data volume and pipeline complexity.
Provide consulting engagements to design and harden batch pipelines for enterprises, focusing on correctness, validation, and backfill strategies. Revenue from time-and-materials or fixed-price projects.
A SaaS product that validates ETL outputs with row counts, checksums, and referential checks, alerting on breaches. Revenue from per-pipeline or per-organization licensing.
💬 Integration Tip
Pair with data-pipelines orchestration tool and implement dead-letter queues for quarantine rows to simplify troubleshooting.
Scored Apr 19, 2026
全体系命理大师 — 八字四柱、紫微斗数、奇门遁甲、六爻、梅花易数、塔罗、星盘、 数字命理、九宫飞星风水、掌纹面相、起名命名、穿衣搭配、合婚择吉一站式解读。本地档案、可选每日推送（默认关闭）、 浏览器六爻界面与 HTML 报告。仅作文化参考，不替代医疗、法律、心理、财务、婚姻等 专业建议；遇重大决策请咨询专业人士。
Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
Access AI-powered football match predictions from hergunmac.com. Use when the user asks about football/soccer match predictions, betting tips, match analysis, team statistics, head-to-head data, or upcoming match insights. Covers worldwide leagues with confidence scores, AI reasoning, and historical performance tracking.
Use when designing database schemas, writing migrations, optimizing SQL queries, fixing N+1 problems, creating indexes, setting up PostgreSQL, configuring EF Core, implementing caching, partitioning tables, or any database performance question.
browse MongoDB Atlas Admin API specifications and execute operations (if credentials provided).
Voyage AI embedding and reranking CLI integrated with MongoDB Atlas Vector Search. Use for: generating text embeddings, reranking search results, storing embeddings in Atlas, performing vector similarity search, creating vector search indexes, listing available models, comparing text similarity, bulk ingestion, interactive demos, and learning about AI concepts. Triggers: embed text, generate embeddings, vector search, rerank documents, voyage ai, semantic search, similarity search, store embeddings, atlas vector search, embedding models, cosine similarity, bulk ingest, explain embeddings.