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init

v0.1.1

Shared rules, secrets handling, and workspace MCP for dlthub

Claude Code2 Skills1 MCP serverstdio

By ScaleVector GmbHLicense: https://github.com/dlt-hub/dlthub-ai-workbench/blob/master/LICENSE59 GitHub starsUpdated 5 days ago

Directory evidence

Runtimes
Claude Code
Parsed components
3 skill or MCP entries
Source updated
Sep 18, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install init for Claude Code

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install init@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/dlt-hub/dlthub-ai-harness

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is workbench/init/.

Plugin files

workbench/init/
├── .claude-plugin/plugin.json
├── skills/improve-skills/SKILL.md
├── skills/setup-secrets/SKILL.md
└── .mcp.json

Included Skills2

improve-skillsskills/improve-skills/SKILL.md

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.

setup-secretsskills/setup-secrets/SKILL.md

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, or debugging pipeline execution — those skills call setup-secrets when they need credentials configured.

MCP servers1

dlt-workspace-mcpstdio
command
uv
args
run dlthub ai mcp --stdio

Plugin manifests1

workbench/init/.claude-plugin/plugin.json
{
  "name": "init",
  "description": "Shared rules, secrets handling, and workspace MCP for dlthub",
  "version": "0.1.1",
  "author": {
    "name": "ScaleVector GmbH"
  },
  "homepage": "https://dlthub.com/docs",
  "repository": "https://github.com/dlt-hub/dlthub-ai-workbench",
  "license": "https://github.com/dlt-hub/dlthub-ai-workbench/blob/master/LICENSE",
  "keywords": [
    "dlthub",
    "init",
    "rules",
    "secrets",
    "mcp"
  ]
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[init on Agent Plugins Marketplace](https://pluginsmp.com/plugins/init)