Scale

MetaClaw

Recursive self-examination

The system thinking about itself. Audits agent performance, finds blind spots, and proposes its own upgrades.

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Council Members

Inside MetaClaw

Logic Auditor

Scores reasoning quality of every output

Adversary

Stress-tests conclusions with hostile prompts

Blind Spot Scanner

Finds what other councils missed

Upgrade Architect

Proposes system-level improvements

Rule Rewriter

The only council that can change itself

The Calibrator

Measures confidence vs actual accuracy

The Genealogist

Traces decision lineage and inherited biases

Best For

When to convene MetaClaw

System optimization
Self-diagnosis and improvement
Quality assurance
Meta-analysis of past decisions
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