AI Adjudicator Synthesis: Unified Critique Verdict Tool

AI Adjudicator Synthesis: Unified Critique Verdict Tool

The AI Adjudicator Synthesis skill provides a structured verdict for artifacts that have undergone multiple AI agent-council deliberative reviews. By integrating outputs from at least two deliberator skills, it synthesizes a consolidated decision document outlining whether to SHIP, REVISE, or HOLD the artifact in question.

What this skill does

• Requires prior execution of two or more agent-council deliberator skills, such as Skeptic, Voice & Identity, Evidence & Calibration, and Strategy & Stakes.
• Takes the structured output from these deliberative skills to produce a singular verdict document.
• Creates a concrete revision brief based on the synthesized verdict.
• Returns an "INCOMPLETE" verdict if no prior deliberator outputs are provided.

Who it is for

• Developers and teams utilizing AI coding agents like Claude Code, Cursor, and Codex.
• Professionals seeking a structured decision-making process after conducting multiple reviews on a software artifact.

Use cases

• After conducting multiple AI-based reviews on a code project, use this skill to determine the project's readiness for deployment or need for revision.
• A software development team can use the synthesized verdict to align on the next steps for a product feature, ensuring all quality perspectives are considered.
• Project leads requiring a consolidated report for stakeholders to decide on the future course of a project based on comprehensive AI agent reviews.

Technical details

• Utilizes the Adjudicator role from the agent-council 5-perspective quality gate to consolidate reviews.
• Compatible with AI agents such as Claude Code, Cursor, and Codex.
• Operates as a synthesis tool, requiring input from structured outputs of deliberator skills, without producing an independent critique.

Source & Licence

This package is built on open-source work published by Avyayalaya (Avyayalaya/agent-council) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.