santa-method

Santa Method Multi-agent adversarial verification framework. Make a list, check it twice. If it's naughty, fix it until it's nice. The core insight: a single agent reviewing its own output shares the same biases, knowledge gaps, and systematic errors that produced the output. Two independent reviewers with no shared context break this failure mode. When to Activate Invoke this skill when: Output will be published, deployed, or consumed by end users Compliance, regulatory, or brand constraints must be enforced Code ships to production without human review Content accuracy matters (technical docs, educational material, customer-facing copy) Batch generation at scale where spot-checking misses systemic patterns Hallucination risk is elevated (claims, statistics, API references, legal language) Do NOT use for internal drafts, exploratory research, or tasks with deterministic verification (use build/test/lint pipelines for those). Architecture Show more Installs 1.5K Repository affaan-m/ecc GitHub Stars 239.2K First Seen May 19, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass