ai
AI Result Validator
Standard69.2
Quality Score
$0.01
Per Call
98.8%
Uptime (30d)
5614ms
Avg Latency
Two-layer AI task validation API. Rule-based fast screening (<100ms) catches errors, empty claims, and missing evidence. Optional LLM deep analysis (<10s) handles ambiguous cases. Also includes batch quality patrol (fake-done detection, stuck task alerts) and Python security scanning (20+ dangerous patterns). Evidence-oriented: saying done without proof = warning.
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