product-capability

Name: product-capability
Availability: InStock
Author: Arbisoft

Transform product intent into an explicit engineering capability contract.

4|7|Updated Apr 9, 2026

Search Tags:#planning #requirements #srs #product-management #capability #multi-service #ecc

Ready to run

npx skills add https://github.com/arbisoft/ai-skillforge --skill product-capability-arbisoft

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: product-capability
Source: https://github.com/arbisoft/ai-skillforge/tree/main/Claude/skills/product-capability
Command: npx skills add https://github.com/arbisoft/ai-skillforge --skill product-capability-arbisoft

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Translates ambiguous product intent (PRD, roadmap items, or founder notes) into a concrete, implementation-ready capability contract that surfaces constraints, invariants, interfaces, and unresolved decisions before work starts.

Core Features & Use Cases

Explicit capability contract: capability summary, constraints, actors, surfaces, states, transitions, interfaces/inputs/outputs, data implications, security constraints, and observability requirements.
Open questions and non-goals to prevent scope drift across multi-service efforts.
Reusable artifact that accelerates ECC-native planning across teams and repos.

Quick Start

Convert a PRD, roadmap item, or founder note into a structured capability plan with constraints, surfaces, states, and open questions.

Frequently Asked Questions about product-capability

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

FAQPage Schema

How do I turn a PRD into an engineering capability contract?▼

To turn a PRD into an engineering capability contract, you transform product intent into a structured artifact that surfaces constraints, interfaces, states, and open questions. This prevents scope drift and ensures implementation readiness before multi-service work begins.

What is a capability contract in product management?▼

A capability contract in product management is an explicit engineering agreement derived from product intent. It defines capability summaries, constraints, actors, surfaces, state transitions, data implications, and observability requirements for SRS-style documentation and ECC-native planning.

How do I document constraints and interfaces for multi-service architecture?▼

To document constraints and interfaces for multi-service architecture, generate a capability artifact that details actors, surfaces, state transitions, inputs, outputs, and security policies. This provides a clear handoff and aligns teams across different repositories.

Can I use a capability artifact for SRS-style documentation across teams?▼

Yes, you can use a capability artifact for SRS-style documentation across teams. It standardizes roadmaps and founder notes into reusable plans with explicit invariants, security constraints, and open questions, accelerating ECC-native planning and cross-repo alignment.

What is the best way to prevent scope drift in multi-service efforts?▼

The best way to prevent scope drift in multi-service efforts is to define explicit non-goals and open questions within a capability contract. Resolving these decisions before work starts ensures constraints and responsibilities remain clear across teams.