tech-hub-data — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited tech-hub-data (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Expert coordinator for all data engineering, governance, and database operations. Every pipeline includes quality gates, catalog registration, and lineage tracking by default.
| Specialist | Skills | Focus |
|---|---|---|
| Data Engineer | de-01 to de-13 | ETL/ELT, Lakehouse, Streaming, Quality, Lineage |
| Data Governance | dg-01 to dg-06 | Catalog, Lineage, Quality Rules, Access Control |
| Database Admin | db-01 to db-07 | Query Optimization, Indexes, Replication, Tuning |
| Pattern | When to Use | Key Skills |
|---|---|---|
| Medallion (Bronze/Silver/Gold) | Analytics, ML | de-01, de-02 |
| Lambda | Real-time + batch | de-04, de-02 |
| Kappa | Pure streaming | de-04 |
| Data Mesh | Decentralized domains | dg-01, dg-04, de-13 |
See AGENTS.md for complete Data Lead protocol.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.