product-capability-professional

Translate ambiguous product intent into explicit capability contracts.

1|Updated Apr 18, 2026
One-click install
npx skills add https://github.com/bakrsabeeh/product-capability-skill --skill product-capability-professional
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: product-capability-professional
Source: https://github.com/bakrsabeeh/product-capability-skill/tree/main
Command: npx skills add https://github.com/bakrsabeeh/product-capability-skill --skill product-capability-professional

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Translates ambiguous product intent into explicit, durable capability contracts that survive across teams and harnesses, enabling consistent handoffs and reusable artifacts.

Core Features & Use Cases

  • 4-stage workflow from intent to implementation
  • Detailed constraint extraction (business rules, invariants, trust boundaries)
  • Implementation contract details (APIs, data, security, and observability)
  • Handoff readiness and cross-team collaboration support
  • Open questions management and versioned artifact for governance

Quick Start

Provide a PRD or product concept and generate a durable capability plan with explicit constraints, interfaces, and unresolved questions ready for architecture review.

Frequently Asked Questions about product-capability-professional

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

FAQPage Schema
How do I turn ambiguous product intent into explicit capability contracts for architecture review?

To turn product intent into capability contracts, provide a PRD or product concept to generate a structured artifact. This captures constraints, invariants, interfaces, and unresolved questions to guide implementation through architecture reviews.

What is the best way to manage multi-team handoffs for cross-service initiatives?

Managing multi-team handoffs requires explicit constraints, policies, and interfaces. A structured capability contract captures business rules, trust boundaries, and implementation details to ensure consistent, durable handoffs across teams.

How do I extract business rules and invariants from a PRD for cross-service initiatives?

Extracting business rules and invariants involves translating product intent through a structured workflow. This process isolates trust boundaries, API constraints, and data policies into a versioned artifact for governance.

Can I use a capability contract to document unresolved questions during product planning?

Yes, a capability contract documents unresolved questions during product planning. It includes open questions management to ensure unresolved constraints are tracked and addressed throughout the multi-team implementation lifecycle.

Does this approach support observability and security constraints in implementation contracts?

Yes, this approach supports observability and security constraints. The generated implementation contract explicitly details APIs, data structures, security boundaries, and observability metrics required for cross-team handoffs.

When do I need a capability contract instead of a standard PRD for product management?

You need a capability contract instead of a standard PRD when working on cross-service initiatives requiring explicit constraints. It provides durable, versioned artifacts with detailed interfaces and policies that survive across teams.