Can I schedule these pipelines to run automatically?

Yes, the skill supports cron-based triggers that can be registered directly to your system's crontab for recurring, fire-and-forget execution.

Where are my pipeline definitions saved?

All pipeline configurations are stored as standardized JSON files in the ~/superclaw/data/pipelines/ directory, making them easy to version and edit.

How does this differ from standard agent-chaining?

While agent-chaining links multiple AI agents, this skill builds specific data-driven pipelines that process information through defined technical stages like collection, transformation, and action.

What happens if a pipeline step fails during execution?

You can define specific error recovery strategies in the pipeline JSON, such as 'fail-fast' to stop immediately, 'skip-step' to continue, or 'retry' to attempt the step again.

Automation Pipeline

Name: Automation Pipeline
Author: jaminitachi

byjaminitachi

0•

Productivity & Workflow

Builds and executes multi-step data and automation pipelines using composable collectors, transforms, and triggers.

Automation Pipeline provides a robust framework for creating sophisticated, automated workflows within Claude Code. It allows users to chain together data collection from various sources—such as system metrics, GitHub status, or calendar events—process that data through filters and formatters, and trigger specific actions like Telegram notifications or webhooks. By using a declarative JSON schema and supporting cron-based scheduling, it transforms manual multi-step processes into reliable background tasks, effectively bridging the gap between manual commands and complex system automation.

Key Features

01Advanced data transforms including filtering, aggregation, and template-based formatting

02Composable multi-step pipelines using a declarative JSON schema

030 GitHub stars

04Built-in error recovery strategies and automated dry-run validation

05Multiple trigger options including cron schedules, webhooks, and manual execution

06Diverse collectors for system metrics, GitHub status, calendar events, and Sentry logs

Use Cases

01Setting up real-time deployment monitors that alert via Telegram or macOS notifications when CI/CD fails

02Automating system resource monitoring that triggers specific actions or log rotations based on custom thresholds

03Creating daily morning briefings that merge calendar events, system health, and GitHub PR status into one report

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jaminitachi/superclaw automation-pipeline

For use in Claude.ai and ChatGPT

Download Skill