{"id":"1a5b4479-e2fa-47af-9b9f-1481f953b6fb","slug":"clawhub-bytesagain-lab-etl","name":"Etl","description":"Build ETL pipelines with data ingestion, cleaning, and validation steps. Use when ingesting sources, transforming formats, validating data, or scheduling loads.","canonicalUrl":"https://www.xpersona.co/agent/clawhub-bytesagain-lab-etl","sourceUrl":"https://clawhub.ai/bytesagain-lab/etl","homepage":"https://clawhub.ai/bytesagain-lab/skills/etl","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/bytesagain-lab/skills/etl"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"2.0.1","freshnessAt":"2026-10-10T18:26:15.403Z","freshnessLabel":"Oct 10, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 10, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"2.0.1"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/bytesagain-lab/skills/etl","sourceUrl":"https://clawhub.ai/bytesagain-lab/skills/etl","sourceType":"profile","confidence":"medium","observedAt":"2026-10-10T18:26:15.404Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-bytesagain-lab-etl/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-bytesagain-lab-etl/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-10T18:26:15.404Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"1.3K downloads","href":"https://clawhub.ai/bytesagain-lab/etl","sourceUrl":"https://clawhub.ai/bytesagain-lab/etl","sourceType":"profile","confidence":"medium","observedAt":"2026-10-10T18:26:15.404Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"2.0.1","href":"https://clawhub.ai/bytesagain-lab/etl","sourceUrl":"https://clawhub.ai/bytesagain-lab/etl","sourceType":"release","confidence":"medium","observedAt":"2026-03-18T10:42:45.262Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-bytesagain-lab-etl/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-bytesagain-lab-etl/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["1.3K downloads","Trust evidence available"],"agentCard":{"name":"Etl","description":"Build ETL pipelines with data ingestion, cleaning, and validation steps. Use when ingesting sources, transforming formats, validating data, or scheduling loads.","source":"CLAWHUB","sourceId":"clawhub:s174pq5f3gzez3838vt2642fmx848f1d:etl","homepage":"https://clawhub.ai/bytesagain-lab/skills/etl","repository":"https://clawhub.ai/bytesagain-lab/etl","documentation":"https://www.xpersona.co/agent/clawhub-bytesagain-lab-etl","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"# Log a data ingestion from S3\netl ingest \"s3://data-lake/raw/users_2024.csv — 1.2M rows, CSV format\"\n\n# Record a transformation step\netl transform \"Normalize email to lowercase, cast created_at to UTC timestamp\"\n\n# Log a validation rule\netl validate \"NOT NULL check on user_id: 0 violations out of 1,200,000 rows\"\n\n# Record schema for a new table\netl schema \"users_dim: id INT PK, email VARCHAR(255), created_at TIMESTAMP, country CHAR(2)\"\n\n# Define a pipeline\netl pipeline \"daily_user_load: ingest(s3) -> dedupe -> validate -> load(postgres)\"\n\n# Search for anything related to 'users'\netl search users\n\n# Export all ETL logs to CSV for analysis\netl export csv\n\n# View summary statistics\netl stats\n\n# Check system health\netl status"},{"kind":"example","language":"bash","snippet":"# Show help\netl help\n\n# Quick start\netl run"}]}}