pipeline

Orchestrate build-phase coordination from slice queue to merge with TDD, reviews, mutation testing, and CI gates.

1|Updated Jul 1, 2026
One-click install
npx skills add https://github.com/jwilger/agent-skills --skill pipeline-jwilger
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pipeline
Source: https://github.com/jwilger/agent-skills/tree/main/skills/pipeline
Command: npx skills add https://github.com/jwilger/agent-skills --skill pipeline-jwilger

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates the build-phase coordination to eliminate manual overhead by automating slice handling, TDD pairing, full-team code review, mutation testing, CI gating, and auto-merge with quality gates. Activate when running factory mode with ensemble-team.

Core Features & Use Cases

  • End-to-end build orchestration from vertical slices in the queue to merge, including dispatching TDD pairs, running full-team code review before push, enforcing mutation testing and CI gates, and merging or escalating as needed.
  • Supports deterministic gating and auto-merge under specified autonomy settings, enabling scalable team workflows in production pipelines.
  • Use Case: In a project with multiple slices, the pipeline orchestrates test execution, reviews, and CI gating to deliver high-quality software with minimal manual coordination.

Quick Start

Activate the pipeline in ensemble mode and start processing the first active slice.

Frequently Asked Questions about pipeline

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate build orchestration and code review gates for TDD slices?

Build orchestration for TDD slices is automated by dispatching TDD pairs, enforcing full-team code reviews, running mutation testing, and gating CI before auto-merging. This eliminates manual coordination overhead across the slice queue from build through merge.

What is end-to-end pipeline automation for continuous integration and TDD workflows?

End-to-end pipeline automation coordinates the entire software delivery flow from vertical slice queue processing through merge, dispatching TDD pairs, enforcing mutation testing, and applying CI gating to ensure quality with minimal manual intervention.

How do I set up deterministic gating and auto-merge for CI automation?

Deterministic gating and auto-merge are configured by activating factory mode with ensemble-team settings, allowing the pipeline to enforce quality gates, mutation testing, and CI checks before automatically merging slices or escalating failures.

Can I use mutation testing and full-team code review together in a CI pipeline?

Mutation testing and full-team code review are integrated together in the CI pipeline to enforce quality before pushing code, ensuring that slices pass both automated mutation checks and human review gates prior to merge.

Does the build orchestrator support factory mode for ensemble-team workflows?

The build orchestrator is designed specifically for factory mode with ensemble-team workflows, processing active slices by coordinating TDD dispatch, reviews, mutations, CI integration, and auto-merge under specified autonomy settings.

When should I not use automated pipeline orchestration for slice management?

Automated pipeline orchestration is not suited for projects lacking TDD practices, code review processes, or CI automation infrastructure, as it relies on these deterministic quality gates to manage slices from build through merge effectively.