Marketplace Review and Reputation System Architect
Design marketplace review systems with eligibility, ratings, verified use, moderation, fraud controls, responses, appeals, summaries, and trust signals.
Marketplace Review and Reputation System Architect is a free AI skill for commerce & digital offers. Design marketplace review systems with eligibility, ratings, verified use, moderation, fraud controls, responses, appeals, summaries, and trust signals. It works with Claude, ChatGPT and is ready to use out of the box.
About this skill
Design marketplace review systems with eligibility, ratings, verified use, moderation, fraud controls, responses, appeals, summaries, and trust signals. It applies a structured workflow, labels assumptions, and produces implementation-ready guidance with ownership, controls, edge cases, and validation.
What it does
The skill analyzes goals, users, evidence, workflows, dependencies, constraints, and risks; converts them into a practical operating model; and produces explicit rules, responsibilities, exceptions, controls, tests, and rollout guidance.
What is included
- System context
- Trust goals and risks
- Reviewer eligibility
- Rating and review model
- Verification signals
- Moderation and fraud controls
- Creator responses
- Appeals and corrections
How to use it
1. Download the marketplace-review-and-reputation-system-architect-SKILL.md file 2. Upload it to your AI, operational, or project workspace 3. Provide the current process, users, goals, evidence, and constraints 4. Add ownership, approval, risk, and implementation requirements 5. Use the output for design, review, testing, or rollout
Examples
Design reviews and ratings for AI skills and prompt resources without fake-looking scores, manipulation, retaliation, or unverifiable usage claims.
A complete professional deliverable with context, decisions, ownership, workflows, edge cases, risks, controls, validation criteria, and an implementation roadmap.
FAQ
What is this skill for?
Will it invent facts or results?
Can it improve an existing process?
Does it include edge cases?
Can it assign ownership?
How is this different from generic advice?
Related Skills
Gift Card Credit and Promotional Balance Architect
Design gift card, store credit, and promotional balance systems with issuance, redemption, expiry, refunds, fraud controls, accounting inputs, and customer clarity.
Marketplace Seller Onboarding Architect
Design marketplace seller onboarding with eligibility, identity, listings, quality standards, payments, policies, review, education, and activation.
Preorder and Waitlist Launch Architect
Design preorder and waitlist launches with validation, positioning, eligibility, pricing, deposits, communication, fulfillment, refunds, and risk controls.