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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-api-abuse-detection-with-rate-limiting
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description: Implement API abuse detection using token bucket, sliding window, and
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adaptive rate limiting algorithms to prevent DDoS, brute force, and credential stuffing
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attacks.
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description: Implements API abuse detection using token bucket, sliding window, and
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fixed window rate-limiting algorithms backed by Redis, including adaptive limits
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that tighten during detected attacks and relax during normal traffic. Use when
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defending APIs against DDoS, brute force login attempts, credential stuffing, or
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scraping abuse and you need to design or tune rate-limiting logic.
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domain: cybersecurity
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subdomain: api-security
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tags:
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