shape

Translate user intent into an implementation plan with shape scoring and feasibility filtering.

34|Updated Nov 29, 2025
One-click install
npx skills add https://github.com/saadshahd/moo.md --skill shape
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: shape
Source: https://github.com/saadshahd/moo.md/tree/main/hope/skills/shape
Command: npx skills add https://github.com/saadshahd/moo.md --skill shape

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Bridge between intent clarification and implementation. When the WHAT is known but the HOW is unclear, Shape provides a structured way to decide collaboration modes and generate a concrete plan without writing code.

Core Features & Use Cases

  • Intent extraction: identify goal, constraints, scope, and feasibility hints from user input.
  • Shape scoring: classify collaboration modes (Colleague, Tool-Review, Tool) and assign risk/ambiguity/interdependency signals.
  • Output generation: produce shape, criteria[], mustNot[], and an action bridge to guide next steps.
  • Feasibility filtering: apply constraints like time, cost, tools, or access to prune options.

Use cases include early project planning, design reviews, and implementation planning where requirements are clear but the execution method is not.

Quick Start

Provide a well-defined goal and constraints, then ask Shape to translate it into a concrete collaboration plan.

Frequently Asked Questions about shape

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

FAQPage Schema
How do I translate clear project intent into an actionable implementation plan?

To translate project intent into an implementation plan, provide a defined goal and constraints. The system extracts scope, scores collaboration modes, applies feasibility filters, and outputs a concrete action bridge with criteria and constraints.

What is feasibility filtering in project design?

Feasibility filtering in project design prunes execution options by applying constraints like time, cost, tools, or access. It ensures the generated plan aligns with real-world limitations before implementation begins.

How do I decide on a collaboration mode for early project planning?

To decide on a collaboration mode for project planning, the system scores risk, ambiguity, and interdependency signals from your intent. It classifies the approach into Colleague, Tool-Review, or Tool modes to guide execution.

Can I generate a concrete plan without writing any code?

Yes, you can generate a concrete plan without writing code. When the project goals are known but the execution method is unclear, the system structures collaboration decisions and outputs actionable criteria and constraints.

What is the minimum requirement for intent extraction to work?

The minimum requirement for intent extraction is a spec_score of at least 5. The system requires a well-defined goal and stated constraints to successfully read, extract, and process feasibility hints.

When should I not use automated shape selection for implementation planning?

You should not use automated shape selection when the project goals are undefined or ambiguous. The system requires clear intent and known constraints to successfully classify collaboration modes and generate a ready-to-act bridge.