planner

Create structured, orchestrator-ready plans with atomic tasks and acceptance criteria.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/MagicWifiMoney/openclaw-starter-kit --skill planner-magicwifimoney
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: planner
Source: https://github.com/MagicWifiMoney/openclaw-starter-kit/tree/main/skills-custom/planner
Command: npx skills add https://github.com/MagicWifiMoney/openclaw-starter-kit --skill planner-magicwifimoney

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill converts vague or large project goals into clear, orchestrator-ready plans so teams and automation agents can execute work reliably and in parallel. It reduces coordination overhead, ambiguity around task ownership, and the risk of incomplete or untestable deliverables by producing atomic, verifiable tasks.

Core Features & Use Cases

  • Clarify requirements: Ask targeted questions to refine scope before planning.
  • Multi-phase planning: Research context, create sprints, define tasks, acceptance criteria, and validation steps.
  • Atomic task breakdown: Produce small, committable tasks with file locations, perceived complexity, dependencies, and test steps.
  • Subagent review & handoff: Run a review phase and export plans formatted for a parallel-task executor or task-orchestrator.
  • Use Case: Migrate an authentication system by creating sprinted tasks (env config, package installs, route handlers, UI changes) with demo checks and rollback guidance.

Quick Start

Create a multi-sprint plan to migrate authentication to OAuth2 that lists file-level tasks, acceptance criteria, and test/verification steps.

Frequently Asked Questions about planner

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

FAQPage Schema
How do I break down a complex software project into parallel execution tasks?

To break down a complex software project into parallel execution tasks, you need a structured plan that defines atomic tasks with clear dependencies. This creates orchestrator-ready sprints where each task includes specific file locations, acceptance criteria, and verification steps.

What is the best way to create sprint plans with acceptance criteria for automation agents?

Creating sprint plans with acceptance criteria for automation agents involves generating small, committable tasks that machines can execute reliably. The plan specifies file-level changes, perceived complexity, and demo checks to ensure verifiable deliverables.

How do I structure task orchestration for multi-phase software, content, or operations projects?

Structuring task orchestration for multi-phase projects requires mapping out sequential and parallel tasks with explicit dependencies. This reduces coordination overhead by producing an export suitable for a parallel task executor across software, content, or operations.

Can I use this approach to plan an authentication system migration with rollback guidance?

Yes, you can plan an authentication system migration by creating sprinted tasks for environment configuration, package installs, route handlers, and UI changes. Each task includes demo checks and rollback guidance to ensure safe, testable execution.

Does task breakdown work for vague project goals when scope is not fully defined?

Task breakdown for vague project goals works by asking targeted questions to refine scope before planning. This clarifies requirements and reduces ambiguity around task ownership, converting large goals into clear, testable deliverables before full execution begins.