Plugin Claude Code
Load files (CSV, Parquet, JSONL, or custom) from local disk, S3, GCS, Azure, or SFTP into a destination using dlt's filesystem source.
Plugin Claude Code
Load files (CSV, Parquet, JSONL, or custom) from local disk, S3, GCS, Azure, or SFTP into a destination using dlt's filesystem source.
Skill Claude CodeCodex
Add incremental loading to a dlt filesystem pipeline — filter files by modification date, optionally filter records by a timestamp column, and switch to merge with a primary key to deduplicate updated records, so each run only reads new or modified files. Use after create-filesystem-pipeline produces a working…
Skill Claude CodeCodex
Create a dlt filesystem pipeline that reads files (CSV, Parquet, JSONL, or custom) from local disk, S3, GCS, Azure, or SFTP into a destination. Use for the filesystem core source. Not for REST APIs (restapi) or databases (sqldatabase).
Skill Claude CodeCodex
Speed up a dlt filesystem pipeline. Use when reading files (CSV, Parquet, JSONL) from local disk, S3, GCS, Azure, or SFTP is slow or memory-heavy and the user wants to optimize it — choose a faster reader, read files in parallel, narrow the glob, or stream in chunks. For first-time incremental/merge setup, or to skip…
Plugin Claude Code
Shared rules, secrets handling, and workspace MCP for dlthub.
MCP server Claude CodeCodexCursor +2
dlthub is a commercial extension to dlt. Runs locally from the dlthub Python package.
Skill Claude CodeCodex
The entry point for building anything with dlthub. Use this skill to route the user to the right workflow toolkit and install it on demand. MUST use when the user asks 'what can you do', 'what can I build', 'what are toolkits', 'how do I build a pipeline', 'I want to pull data from a REST API', 'ingest from a SQL…
Skill Claude CodeCodex
Improve existing skills based on the current session. Use at the end of a session (or when the user asks) to capture new debugging patterns, data issues, data validation tracks, querying techniques, doc references, or workflow improvements learned during the session. Keeps skills lean and personalized.
Skill Claude CodeCodex
Safely manage dlthub secrets in .secrets.toml. Use when the user directly asks to set up, configure, or inspect credentials (API keys, database passwords, tokens). Also use when writing Python code that needs to read secrets via dlt.secrets without exposing values. Do NOT use for pipeline creation, source discovery…
Plugin Claude Code
Deploy a GitHub issues pipeline to dltHub Platform in one shot.
Skill Claude CodeCodex
Deploy and run the pre-shipped Jaffle Shop sample pipeline on dltHub Platform — the final onboarding step after uvx dlthub-start. Use when the user says 'deploy the pipeline', 'deploy the pre-built pipeline', 'deploy the onboarding pipeline', 'do the onboarding task', 'finish the onboarding task', or is ready to…
Plugin Claude Code
Tune dlt pipeline performance — diagnose the bottleneck stage (extract, normalize, load) and apply the right lever: parallelism, workers, memory buffers, file rotation, and batching.
Skill Claude CodeCodex
Make a dlt pipeline faster or lighter on memory. Use when the user says a pipeline is slow, takes too long, runs out of memory, uses too much RAM, or wants to optimize, speed up, parallelize, or increase throughput. Covers source-agnostic levers (parallelism, workers, buffers, file rotation); for source-specific…
Plugin Claude Code
Full-path guided start: ingest → visualize → transform → deploy in 3-5 prompts.
Command
Run the quick-start guided workflow.
Skill Claude CodeCodex
The guided entry point for dltHub workbench use cases — ingestion from APIs, data exploration, transformations, deployment, data quality. Use when the user names a use case or wants to be oriented before starting: 'I want to ingest from Stripe', 'show me how to go from data to dashboard', 'take me through the full…
Plugin Claude Code
Build REST API pipelines with dlt: scope, debug and validate data.
Skill Claude CodeCodex
Adjust a working dlt pipeline for production — remove dev limits, verify pagination (including stuck or looping paginators), configure incremental loading, expand date ranges, and handle rate-limit/429 errors with retries, backoff, and request timeouts. Use when the user wants to remove .addlimit(), load more data…
Skill Claude CodeCodex
Create a dlt REST API pipeline. Use for the restapi core source, or any generic REST/HTTP API source. Not for sqldatabase or filesystem sources.
Skill Claude CodeCodex
Debug and inspect a dlt pipeline after running it. Use after a pipeline run (success or failure) to inspect traces, load packages, schema, data, and diagnose errors like missing credentials or failed jobs.
Skill Claude CodeCodex
Find a dlt source for a given API or data provider. Use when the user asks about a source, wants to find a connector, or asks to implement a pipeline for a specific data source.
Skill Claude CodeCodex
Add a new REST API endpoint/resource to an existing dlt pipeline. Use when the user wants to pull additional data from an API that already has a working pipeline.
Skill Claude CodeCodex
Speed up a dlt REST API pipeline. Use when a REST/HTTP API pipeline is slow because of many sequential requests, nested child resources, or large responses, and the user wants higher throughput — parallelize resources, use async, tune page size and concurrency. For removing .addlimit(), fixing pagination, first-time…
Skill Claude CodeCodex
Validate schema and data after a successful dlt pipeline load. Use when the user wants to check if loaded data looks correct, inspect table schemas, fix data types, flatten nested structures, or refine the data shape.