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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: implementing-fuzz-testing-in-cicd-with-aflplusplus
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description: Integrate AFL++ coverage-guided fuzz testing into CI/CD pipelines to
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discover memory corruption, input handling, and logic vulnerabilities in C/C++ and
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compiled applications.
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description: Integrates AFL++ coverage-guided fuzzing into CI/CD pipelines, covering harness construction, AFL++/AddressSanitizer/CmpLog instrumentation builds, and persistent-mode fuzzing to discover memory-corruption and input-handling vulnerabilities in C/C++ code. Use when adding automated fuzz testing to a build pipeline or hunting for memory-safety bugs in native/compiled applications.
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domain: cybersecurity
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subdomain: devsecops
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tags:
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