Scope
Fix the authorized target, baseline, interface, and expected behavior.
A trustworthy finding needs more than a successful connection. Preserve captures, correlate the target flow, and distinguish evidence from inference.
The framework’s standard is captured PCAP, classification, and wire verdicts, with Wilson confidence intervals over repeated trials.
Fix the authorized target, baseline, interface, and expected behavior.
Preserve packets, timing, environment state, and capture health.
Connect target flows, output artifacts, and provenance.
Separate direct observation from inference and grade sufficient evidence.
Keep the finding, limits, confidence, and source artifacts together.
Captures and reports remain available for review. The original record is part of the result, not a footnote.


Source presence does not certify real-world bypass success or a particular appliance’s behavior.
Missing or insufficient evidence remains blocked or inconclusive. A socket signal alone is not a wire-verified verdict.
Browser fingerprint presets are representative. JA4-family extraction is best-effort; some transport variants are shape-only.
Privileged capture, compatible interfaces, WSL2, external classifiers, and target-specific environments may be required.
Screenshots depict an earlier product state. The current source registry contains 79 entries.
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