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Secretron

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

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Findings

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Sources

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Corpus findings

2026-08-07 / skill-finderDetect hardcoded secrets from surrounding strings alone: 98.74% F1 on one-third of the context, and 48 previously unknown live keys foundStringGroup (shipped as Secretron) drops the usual whole-file context in favor of extracting the strings around a candidate secret, on the argument that strings carry higher contextual density plus obfuscation robustness and language independence. It hits 98.74% F1 on SecretBench using 33.2% of the original context while retaining over 80% of semantic information, beats LLM-based baselines under obfuscation and cross-language tests, and surfaced 48 previously unknown secret keys across 26 real applications. Cheap enough to run as a pre-commit hook on every agent-generated diff (ISSTA 2026).

Source trail

StringGroup/Secretron

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