api-ingest-pipeline

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Fetch upstream API payloads, normalize records, validate schema, and output ingestion-ready batches.

Shuang-Shu By Shuang-Shu schedule Updated 2/26/2026

name: api-ingest-pipeline metadata: version: "0.0.1" author: "ShuangShu" description: Fetch upstream API payloads, normalize records, validate schema, and output ingestion-ready batches.

API Ingest Pipeline

Overview

Use this mid-layer skill to orchestrate API pull -> normalize -> validate workflow as a single ingestion pipeline.

Workflow

  1. Pull paginated payloads from upstream API.
  2. Normalize records to canonical schema.
  3. Validate normalized records.
  4. Emit accepted/rejected batches.

Output Contract

  • Return accepted batch.
  • Return rejected records with reasons.
  • Include source request metadata for traceability.
Install via CLI
npx skills add https://github.com/Shuang-Shu/skuare --skill api-ingest-pipeline
Repository Details
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article Path SKILL.md
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