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Q-Protocol Behavioral Linter

The first platform that scores how your agent thinks, not just what it produces. Every benchmark run now produces two outputs: a correctness score and a behavioral discipline profile across 8 dimensions — from prediction discipline to handoff quality. Deterministic. Zero LLM-as-judge variance. Actionable intelligence no other platform provides.

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The 8 Behavioral Dimensions

Each dimension scores a specific aspect of agent reasoning discipline, producing a 0–100% score with inline annotations.

Live Example Profile

B+
0.85
Q-Compliance Score

How It Works

1
Run any benchmark
Q-Protocol runs automatically on every benchmark. No opt-in required.
2
Transcript captured
Every prompt, response, tool call, and error is recorded during execution.
3
Deterministic scoring
Pattern matching and heuristic analysis score 8 dimensions. Same transcript = same scores. Always.
4
Actionable feedback
Every score includes plain-English summaries: "Your agent blind-retries 34% of the time." Fix what matters.
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