toolkit-core
claudephData Toolkit CLI foundation: install, PATH setup, project init, JDBC connection/datasource configuration
4 skills · hooks
Dataspec-driven pipeline generation via toolkit agent discovery and pipeline-build: SQL, dbt, or PySpark transforms plus tests and a datagen spec
Plugin toolkit-pipeline from marketplace phdata in phdata/agent-marketplace. Commands read from the repo's manifest — 5 days ago.
discoverRun toolkit agent discovery to resolve a dataspec against a live datasource into a reviewable data contract, then work the human-review queue — all contracts' items collapsed into one distinct list so a repeated question is answered once and applied everywhere — until every contract is approved. Use
specAuthor or validate a DiscoveryConfig dataspec — the YAML describing a target table (columns, grain, business rules, load strategy) consumed by toolkit agent discovery. Use when the user wants to define a new pipeline target, has a dataspec to check, or asks what a dataspec needs to contain.
phData Toolkit CLI foundation: install, PATH setup, project init, JDBC connection/datasource configuration
4 skills · hooks
Assess an Informatica PowerCenter estate with collect etl, ds lineage, and migration plan: dependency-ordered scored migration waves and an inventory, offline-capable, no LLM required
3 skills
Convert Informatica PowerCenter mappings into Snowflake or Databricks pipelines via agent etl-extract, discovery with a grouped human-review queue, and pipeline-build — one migration-plan group at a time, or a small corpus in a single pass
2 skills
Synthetic, fake, mock, and test data via toolkit datagen: the agent writes a data spec, the toolkit generates related tables at any volume to CSV or into a database, reproducibly via a seed
2 skills
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