manifest

Orchestrate an end-to-end SDLC workflow with four human gates.

12|Updated Apr 17, 2026
One-click install
npx skills add https://github.com/Alexander-Tyagunov/magician --skill manifest-alexander-tyagunov
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: manifest
Source: https://github.com/Alexander-Tyagunov/magician/tree/main/skills/manifest
Command: npx skills add https://github.com/Alexander-Tyagunov/magician --skill manifest-alexander-tyagunov

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates end-to-end software delivery by coordinating design, planning, implementation, and review with four explicit human gates, reducing manual handoffs and drift.

Core Features & Use Cases

  • Phase-driven workflow: runs design, planning, isolation, implementation, verification, and review cycles automatically while surfacing gate milestones.
  • Governed handoffs: enforces four human gates (scope, spec, plan, PR title) to ensure alignment before proceeding.
  • Workspace traceability: stores specs and plans in workspace folders for audit and reuse.
  • Self-contained runtime: executes all steps through a manifest-driven orchestration, enabling repeatable outcomes.

Quick Start

Provide a project goal and authorize the four human gates to guide autonomous delivery.

Frequently Asked Questions about manifest

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

FAQPage Schema
How do I automate an end-to-end software delivery workflow with human checkpoints?

Automated software delivery with human checkpoints is orchestrated through a manifest-driven cycle that enforces four explicit gates for scope, spec, plan, and PR title alignment before proceeding.

What is a manifest-driven autonomous SDLC workflow?

A manifest-driven autonomous SDLC workflow automates design, planning, isolation, implementation, verification, and review cycles while surfacing gate milestones to reduce manual handoffs and drift.

How do I enforce governance checkpoints during autonomous software implementation?

Governance checkpoints are enforced by authorizing four human gates within the workflow, ensuring alignment at scope, spec, plan, and PR title stages before any implementation phase proceeds.

Can I store software design specs and plans in workspace folders for traceability?

Software design specs and plans are stored directly in workspace folders during the orchestration cycle, providing workspace traceability for ongoing audit and future reuse.

Does autonomous SDLC orchestration work without manual handoffs between phases?

Autonomous SDLC orchestration works without manual handoffs by using a self-contained runtime that executes all steps automatically, only pausing for four human gates to ensure alignment.

What are the limitations of using human gates in an automated software lifecycle?

The limitation of using human gates in an automated software lifecycle is that delivery pauses explicitly at four milestones, requiring manual authorization before proceeding to the next phase.