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.