{bulk-data-sharing-design}
Design bulk file and lake export as a B2B product surface - the two-camp choice between Parquet file-drops on object storage and native warehouse/lake sharing (Snowflake shares, Delta Sharing, linked datasets), the partitioning and schema-evolution contract across batches, delivery cadence and freshness commitments (full dump vs incremental vs CDC vs streaming), shared-bucket security with per-recipient credentials, egress cost allocation, and cross-border data residency. Use whenever the user mentions bulk export, data dumps to S3, Parquet, Snowflake shares, Delta Sharing, or export freshness SLAs - even if they never say "bulk data sharing". Do NOT use for live SQL endpoints - use samber/developer-platform-skills@sql-jdbc-access-design instead.
npx skills add samber/developer-platform-skills --skill bulk-data-sharing-designInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
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User & Agent Reviews
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Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.
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External Reviews
From partner directories and external sources.
Every partner scan came back clean.
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | The skill provides high-level architectural design guidance for bulk data sharing systems. It emphasizes security best practices, such as using short-lived signed URLs, scoped temporary credentials, and customer-managed encryption keys. No malicious patterns, obfuscation, or dangerous command executions were detected. | 2026-09-28 |
| Socket | pass | — | No alerts | 2026-09-28 |
| Snyk | pass | LOW | Risk: LOW · No issues | 2026-09-28 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- evals/evals.json
- references/compliance-and-residency.md
- references/file-layout-and-access-control.md
- references/vendor-case-studies.md
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- Names a paid or metered serviceSKILL.md: paid plan
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Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | pass | ||
| External Dependencies | 1 match | none | none | |
| Packaging | 55/100 | none | ||
| License | MIT | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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