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Rewrite 548 skill descriptions to the activation rubric
Each rewritten description now states both what the skill does (concrete capability, named tools/artifacts) and an explicit when-to-use trigger, improving agent discovery/activation. Grounded in each skill's own body; changes confined to the `description` field only (bodies and all other frontmatter untouched). Produced by a gated audit->rewrite->recheck loop (548 -> 0 flagged) with a sampled anti-invention check (0 ungrounded). Schema: 817/817 pass. Framework-ID gate: 0 defects.
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name: performing-fuzzing-with-aflplusplus
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description: 'Perform coverage-guided fuzzing of compiled binaries using AFL++ (American
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Fuzzy Lop Plus Plus) to discover memory corruption, crashes, and security vulnerabilities.
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The tester instruments target binaries with afl-cc/afl-clang-fast, manages input
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corpora with afl-cmin and afl-tmin, runs parallel fuzzing campaigns with afl-fuzz,
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and triages crashes using CASR or GDB scripts. Activates for requests involving
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binary fuzzing, crash discovery, coverage-guided testing, or AFL++ fuzzing campaigns.
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description: 'Performs coverage-guided fuzzing of compiled binaries with AFL++, instrumenting
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targets via afl-cc/afl-clang-fast, minimizing corpora with afl-cmin and afl-tmin,
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running parallel campaigns with afl-fuzz, and triaging crashes with CASR or GDB
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scripts. Use for binary fuzzing, crash and memory-corruption discovery, coverage-guided
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testing, or running AFL++ fuzzing campaigns.
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'
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domain: cybersecurity
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