What is the primary function of the Pipeline skill?

The Pipeline skill automates the transition from initial design documents to final code implementation by orchestrating planning, manifest generation, and parallel execution stages.

How does the skill handle task dependencies?

During the planning stage, it identifies specific dependency markers to ensure that tasks requiring previous outputs wait until their prerequisites are completed before parallel execution begins.

Are there safeguards before the AI writes code?

Yes, the skill includes mandatory checkpoints between every stage, requiring user approval before proceeding from a plan to a manifest or from a manifest to live orchestration.

Can I start the pipeline from a specific stage?

Yes, the skill detects the input file type and will automatically skip to the relevant stage, such as starting from Orchestration if a YAML manifest is provided.

Multi-Agent Implementation Pipeline

Name: Multi-Agent Implementation Pipeline
Author: c-daly

byc-daly

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生产力与工作流

Orchestrates the complete software development lifecycle from design documentation through to parallel code implementation and branch merging.

The Pipeline skill provides a structured, end-to-end framework for transforming high-level design documents into production-ready code. It automates the progression through four critical stages: planning, manifest generation, parallel orchestration, and final branch completion. By utilizing intelligent stage detection and mandatory checkpoints, the skill ensures that complex features are implemented efficiently by parallel sub-agents while maintaining developer oversight and strict dependency management.

主要功能

010 GitHub stars

02Comprehensive artifact tracking with real-time status updates at every checkpoint

03Seamless integration with the agent-swarm ecosystem for multi-agent orchestration

04Interactive resume capability allowing users to start or restart from any stage

05Automatic stage detection based on input file patterns (Design, Plan, or Manifest)

06Dependency-aware planning that optimizes tasks for parallel execution

使用场景

01Managing large-scale codebase refactors using parallelized AI sub-agents

02Scaling complex feature implementations that require coordinated changes across multiple files

03Automating the transition from static design specifications to executable implementation manifests

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add c-daly/agent-swarm pipeline

For use in Claude.ai and ChatGPT