القائمة
Normalize mixed-source records into canonical field shapes before validation, indexing, and downstream processing.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
| 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.
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.
