santa-method

Coordinate dual-review verification of generated outputs with independent reviewers.

Updated Mar 31, 2026

Search Tags:#verification #compliance #convergence #quality-assurance #adversarial #dual-review #reviewer-isolation

Ready to run

npx skills add https://github.com/GGEdu/claude-god-mode-template --skill santa-method-ggedu

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: santa-method
Source: https://github.com/GGEdu/claude-god-mode-template/tree/main/docs/patterns/santa-method
Command: npx skills add https://github.com/GGEdu/claude-god-mode-template --skill santa-method-ggedu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Santa Method enables multi-agent adversarial verification to improve output reliability by requiring two independent reviewers to validate results before shipping.

Core Features & Use Cases

Dual independent reviewers with isolated contexts to prevent cross-contamination.
Verdict gate that requires both reviewers to pass before ship.
Iterative convergence loop with fresh reviewer instances per round to avoid memory of prior rounds.
Clear failure modes and mitigations for robustness in high-stakes content.
Suitable for compliance-sensitive or production deployments requiring strong verification.
Use Case: apply to policy documents, technical docs, or code reviews where accuracy matters.

Quick Start

Spawn two independent reviewers to validate your latest output and converge on a NICE verdict.

Frequently Asked Questions about santa-method

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

FAQPage Schema

How does dual-review verification improve output compliance for production deployments?▼

Dual-review verification improves output compliance by spawning two independent reviewers with isolated contexts to validate results, preventing cross-contamination and ensuring high-stakes content meets regulatory standards before shipping.

What is the best way to verify technical documentation accuracy using independent reviewers?▼

The best way to verify technical documentation accuracy is applying a fixed rubric across isolated reviewer instances, requiring both to pass a verdict gate before shipping to ensure repeatable safety and convergence.

Can I use convergence looping to handle failed quality-assurance verdicts in code reviews?▼

Yes, you can use convergence looping to handle failed quality-assurance verdicts by spawning fresh reviewer instances per round, avoiding memory of prior rounds to iteratively resolve failures in code reviews.

When do I need adversarial dual-review for regulatory compliance tasks?▼

You need adversarial dual-review for regulatory compliance tasks when shipping high-stakes outputs like policy documents or production deployments, where accuracy matters and isolated contexts prevent cross-contamination.

Does the santa-method convergence loop work without external dependencies for quality assurance?▼

Yes, the santa-method convergence loop works without external dependencies for quality assurance, implementing a fixed rubric, independent reviewers, and recorded outcomes entirely within its internal design.

Why does reviewer isolation matter for high-stakes technical documentation verification?▼

Reviewer isolation matters for high-stakes technical documentation verification because it prevents cross-contamination between agents, ensuring each reviewer independently validates outputs against a fixed rubric for reliable convergence.