Review Dataset Quality Gate

Use this Actor to analyze apify dataset quality gate and validation integration and return decision-ready structured signals. Validate any Apify dataset before downstream use with required-field, duplicate, null-rate and minimum-size checks, producing a structured pass/fail quality score for Actor-t

Audit bounded subtitle cue exports for invalid timing, overlaps, reading-speed risk, empty text, and duplicate cue IDs.

Apify Dataset JSON Schema Validator

automation-lab/apify-dataset-json-schema-validator

Validate inline JSON records or Apify dataset items against JSON Schema with structured errors and summary counts.

Remove duplicate rows from an Apify Dataset or inline JSON. Deduplicate by selected fields, trim strings, and write the cleaned rows to a new Dataset.

Audit normalized iCalendar event exports for duplicate UIDs, invalid intervals, timestamp errors, and missing timezone evidence.

Dataset Quality Checker

riad_h/dataset-quality-checker

Validate any Apify dataset for data quality issues. Check emails, URLs, phones, duplicates, and missing fields.

EDIFACT Message Validator

ceddl/unedifact-transaction-quality-gate

Validate inline UN/EDIFACT ORDERS, INVOIC, DESADV, and CONTRL messages for syntax, envelopes, counts, bounded structure, and partner rules. Get stable findings, canonical JSON, and optional CONTRL acknowledgements.

Dataset Quality Gate - Schema & Data QA

jy-labs/dataset-quality-gate

Apify Dataset data validation and schema validation for JSON rows. Check Dataset ID, Run ID, or pasted items before delivery, automation, or AI/RAG ingestion.

RAG Dataset Quality Auditor

gifted_wagon/rag-dataset-quality-auditor

Find duplicate, stale, incomplete, repetitive, and poorly chunked documents before they weaken RAG retrieval.

Evaluate proposed software versions against explicit Semantic Versioning policies. Each input record is classified as unchanged, patch, minor, major, prerelease, downgrade, or invalid and receives a deterministic allow or block decision.