菜单
Normalize mixed-source records into canonical field shapes before validation, indexing, and downstream processing.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Operate the current Skuare CLI end to end in the current workspace. Use when the task is to initialize `skr`/`skuare`, manage remote sources, inspect or install Skills/AGENTS.md, remove local installs, publish or migrate registries, or update local skill dependency files.
Coordinate ingestion, reporting, and alert routing into a full observability workflow with end-to-end traceability.
Route ingestion anomalies to downstream channels with severity policies, schedule windows, and deduplication controls.
Diagnose API integration failures by tracing request/response details, auth, and environment differences.
Fetch upstream API payloads, normalize records, validate schema, and output ingestion-ready batches.
Provide reusable HTTP request execution patterns including retries, timeout boundaries, and response sanity checks.
| name | data-normalizer |
| metadata | {"version":"0.0.1","author":"ShuangShu"} |
| description | Normalize mixed-source records into canonical field shapes before validation, indexing, and downstream processing. |
Use this skill to map heterogeneous payloads into a canonical schema and normalized value space.
