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vlt Launches "reproduce": A New Tool Challenging the Limits of Package Provenance
vlt's new "reproduce" tool verifies npm packages against their source code, outperforming traditional provenance adoption in the JavaScript ecosystem.
@toolkitai/magnetic
Advanced tools
magnetic
by Toolkitmagnetic
is a way to run shareable, and reusable tool-powered LLM / agent workflows. We think of it as an agent/workflow runner & package manager for AI tools and workflows, that can easily be run, expanded and combined to powerful effect.
Here's a few examples to give you the vibe:
Clone the repository:
git clone https://github.com/toolkit-ai/magnet-cli-v2.git
Navigate to the project directory:
cd magnet-cli-v2
Install dependencies:
bun install
magnet-context
offers several commands:
run
: Executes a workflowcreate-recipe
: Creates a new recipe (composition of workflows)list-recipes
: Lists available recipes (compositions of workflows)list-models
: Lists available AI modelslist-workflows
: Lists available workflowscreate-workflow
: Creates a new workflow filepipe
: Runs a series of workflows, piping the output of each to the next similar to the UNIX pipe commandagent
: (Coming soon, an agent that composes and runs workflows for you)Example usage:
# Create a new recipe
bun run start create-recipe
# Run a workflow from a recipe file
bun run start run --recipe recipes/project-overview.yaml
# Run a workflow with CLI parameters
bun run start run --workflow generate-knowledge --context.directory . --context.instructions "Please write a project overview" --metadata.title "Project Overview" --metadata.description "Writes an overview of the current project including general pattern, stack, and structure"
# List available workflows
bun run start list-workflows
# Create a new workflow
bun run start create-workflow
# Pipe multiple workflows together
bun run start pipe read-file count-words write-file
To run tests:
bun run test
The tool supports various configuration options, including:
These can be set via command-line options or environment variables.
Contributions are welcome! Please feel free to submit a Pull Request.
FAQs
Build and run shareable LLM workflows
The npm package @toolkitai/magnetic receives a total of 0 weekly downloads. As such, @toolkitai/magnetic popularity was classified as not popular.
We found that @toolkitai/magnetic demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 0 open source maintainers collaborating on the project.
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