Stability & Scoring Improvements

v1.2.0

Judge & Scoring

• Atomic claims ground-truth oracle + B20 partial-compliance fix
• Rubric anchoring — references.yaml plumbed into judge prompt as [GOOD]/[BAD] anchors
• Ensemble veto improved, judge prompt scope contamination resolved
• Judge parser hardened — ERROR separated from INCONCLUSIVE
• Cross-hook consistency validator wired in, violations surfaced on scorecard
• Dead decision classifier + regex scoring stubs removed

Adversarial Robustness

• Per-run nonce injected into SUT system prompt; defeats replay caches
• Randomized adversarial seed defaults prevents payload memorization

Performance

• Benchmark speed optimization
• B05 parallelized, B09 concurrency

Behavior Fixes

• B20 behavior correction

Docs & Case Studies

• New scorecard: OpenClaw on Llama-4-Scout (F 19.5%, both mandatory minimums fail)
• openclaw.yaml → openclaw_moderate.yaml; new openclaw_consolidated.yaml (32-benchmark battery)
• Cluster averages block dropped from hermes scorecard

Tooling

• Benchmark docs CLI improved
• Chat history functionality added