repo-c-ranking-contracts

Validate ranking report schema conformance and stabilize Ranking Engine contracts.

2|1|Updated Feb 9, 2026
One-click install
npx skills add https://github.com/grtninja/skill-arbiter --skill repo-c-ranking-contracts
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: repo-c-ranking-contracts
Source: https://github.com/grtninja/skill-arbiter/tree/main/skill-candidates/repo-c-ranking-contracts
Command: npx skills add https://github.com/grtninja/skill-arbiter --skill repo-c-ranking-contracts

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Ranking Engine contracts and their schemas often drift during updates, risking loss of compatibility and failing tests.

Core Features & Use Cases

  • Ensure deterministic ranking changes and preserve contract stability across deployments.
  • Validate ranking_report schema conformance and verify tests cover expected behavior.
  • Use this skill when modifying ranking weights, multipliers, or report serialization to maintain downstream compatibility.

Quick Start

Run the workflow to update ranking logic, validate the ranking report schema, and verify tests.

Frequently Asked Questions about repo-c-ranking-contracts

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

FAQPage Schema
How do I prevent ranking engine contract drift when updating weights and multipliers?

To prevent ranking engine contract drift when updating weights and multipliers, apply deterministic workflow execution and contract validation to maintain compatibility across deployments. This stabilizes ranking updates and prevents downstream system regressions.

How do I validate ranking report schema conformance against ranking_report.schema.json?

You validate ranking report schema conformance by running a workflow that checks report serialization against ranking_report.schema.json and verifies test coverage aligns with expected ranking behavior. This ensures schema compliance across releases.

What is deterministic contract validation for ranking engine updates?

Deterministic contract validation for ranking engine updates is a process that stabilizes schema expectations and prevents regression in downstream systems. It applies to ranking updates, weight changes, and multiplier logic to maintain compatibility.

Does modifying report serialization require test coverage alignment to maintain ranking contracts?

Yes, modifying report serialization requires test coverage alignment to maintain ranking contracts. Validating that tests cover expected behavior ensures report schema conformance and prevents downstream compatibility loss during ranking updates.

Can I use this workflow for ranking changes across multiple releases without breaking downstream systems?

Yes, you can use this workflow for ranking changes across multiple releases without breaking downstream systems. It preserves contract stability and schema compliance across deployments, preventing drift during weight changes and multiplier logic updates.

Why does my ranking report schema validation fail after updating ranking logic?

Your ranking report schema validation fails after updating ranking logic due to contract drift. Running deterministic workflow execution validates schema conformance and aligns test coverage with ranking_report.schema.json to prevent these regressions.