{
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  "name": "Cache Strategy Advisor",
  "description": "Designs a cache: what to cache, which layer, a leak-safe key, a concrete TTL, and the invalidation rule that prevents stale data.",
  "version": "1.0.0",
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  },
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  "skills": [
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      "id": "cache-strategy-advisor",
      "name": "Cache Strategy Advisor",
      "description": "Designs a cache: what to cache, which layer, a leak-safe key, a concrete TTL, and the invalidation rule that prevents stale data.",
      "tags": [
        "caching",
        "performance",
        "redis",
        "ttl",
        "invalidation"
      ],
      "examples": [
        "Cache /api/profile for a multi-tenant app."
      ]
    }
  ],
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    "installUrl": "https://johnjboren.github.io/pocketagent-chat.html#pa=H4sIAAAAAAAAE31UXXPaOBT9K3f81E5tSLPbtPiNFDawJbAFSsvs7OzI9gUrMZIjyaZsJv99jwTJJNvOvhg0uh_nnHuP7qM2St_GkRI7jtLoo8hLpoUzwvH2QP2ilVabKI6Mrvz9WjdUsJVbRYLyECxyo62ljWyZKpFxxQVCcmmlVpakIm0KNh36OuovU9qXMi_JsK1xy91c7-rGCYdYkvZYUWQV0yvDokhwaA8xOTT3iCxZJypWbO1rai3tGuuSjJMN6pW-w3A-TAHiwIZeZUbvLZuYPg6mMYm67s65kDamweVryg5kc10DvSrIlsJIte3Qp-E6feJ1ywegz6umwB05VkK5rmhc2W0RjgNgUW24ZfwNGiQN-lHF4tZ2aLmchFpa5YYdk2p2GW7fQAEwqqvmRCaBIviijqhkAZIIYKhbuw6Np6v-ZDzoL8ezKYopCs26eyMdJ640utkCDRsvNReJR2yaimNS2nkAJCpcdGgIknvpShqNl8m8vxzSfLz4BCwOPBERsnAQ7pGQBfQjPEASlDXbjl8ChNko_TP6zQ_7achpmG181D_2Ksa-e_wCP9KvfFaAZX-iTABowiqgL8LHQXx-Lr1fJ3eaDdS3Ttc_SI_MP4Q0oVGo6XX7Xlcylw75J5n9wgWmCP9feXyrXBvDufN7F6SK_oojJ7ZBCr8sWBCUqdlstNkJlXv0xi8bfp2r8H3e12dD9IlUbGCpQbCTfdw7bxERdisc45NjwlJjjQPHxIpNQBY_1zFI7vfZw35B9CfjDcMlP1w_2M13ULmPmqcXoCtq2a2N3mA3CazQZ9dUTibHYXg7-TyBhKOvH2Of2zYQeLJlcJ9PPHI5ue2Ul94fCz-k936S4-Lh5KBfzs5gWaQCsxGG_2uKDE9AmBFoPmII_vjBBC-Gi1dC7zs0hzBpSMeD4Bu_OfGD_KLVsji5OXrAzDAm0F2oqn5_8fb8UplLd6v7V-3hWl0OP79fmLJevJNcf159m4rV7Nvm6nbUa3tXfPOlnF6800M7W9_1VstWXg-uuenfzOxmtNSDv-8Ge78-TYbyk9_v-uv9ef3PatWbfFj9-vVivdPZIvmSN1nvbD67GUyS89FB99SH6OFfPNS4gb0FAAA",
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    "rules": [
      "Five decisions: WHAT, WHERE, KEY, TTL, INVALIDATION",
      "Give TTL as a concrete number with rationale",
      "Include tenant/auth in the key to stop cross-user leaks",
      "Pair TTL with an explicit invalidation event",
      "End with HIT-RATE RISK + the key correctness rule"
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    "econ": null,
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