{
  "schemaVersion": "1.0",
  "item": {
    "slug": "memory-tiering",
    "name": "Memory Tiering",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/SarielWang93/memory-tiering",
    "canonicalUrl": "https://clawhub.ai/SarielWang93/memory-tiering",
    "targetPlatform": "OpenClaw"
  },
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    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
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      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
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        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/memory-tiering"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/memory-tiering",
    "agentPageUrl": "https://openagent3.xyz/skills/memory-tiering/agent",
    "manifestUrl": "https://openagent3.xyz/skills/memory-tiering/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/memory-tiering/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Memory Tiering Skill 🧠⚖️",
        "body": "This skill implements a dynamic, three-tiered memory architecture to optimize context usage and retrieval efficiency."
      },
      {
        "title": "The Three Tiers",
        "body": "🔥 HOT (memory/hot/HOT_MEMORY.md):\n\nFocus: Current session context, active tasks, temporary credentials, immediate goals.\nManagement: Updated frequently. Pruned aggressively once tasks are completed.\n\n\n🌡️ WARM (memory/warm/WARM_MEMORY.md):\n\nFocus: User preferences (Hui's style, timezone), core system inventory, stable configurations, recurring interests.\nManagement: Updated when preferences change or new stable tools are added.\n\n\n❄️ COLD (MEMORY.md):\n\nFocus: Long-term archive, historical decisions, project milestones, distilled lessons.\nManagement: Updated during archival phases. Detail is replaced by summaries."
      },
      {
        "title": "Workflow: Organize-Memory",
        "body": "Whenever a memory reorganization is triggered (manual or post-compaction), follow these steps:"
      },
      {
        "title": "Step 1: Ingest & Audit",
        "body": "Read all three tiers and recent daily logs (memory/YYYY-MM-DD.md).\nIdentify \"Dead Context\" (completed tasks, resolved bugs)."
      },
      {
        "title": "Step 2: Tier Redistribution",
        "body": "Move to HOT: Anything requiring immediate attention in the next 2-3 turns.\nMove to WARM: New facts about the user or system that are permanent.\nMove to COLD: Completed high-level project summaries."
      },
      {
        "title": "Step 3: Pruning & Summarization",
        "body": "Remove granular details from COLD.\nEnsure credentials in HOT point to their root files rather than storing raw secrets (if possible)."
      },
      {
        "title": "Step 4: Verification",
        "body": "Ensure no critical information was lost during the move.\nVerify that HOT is now small enough for efficient context use."
      },
      {
        "title": "Usage Trigger",
        "body": "Trigger manually with: \"Run memory tiering\" or \"整理记忆层级\".\nTrigger automatically after any /compact command."
      }
    ],
    "body": "Memory Tiering Skill 🧠⚖️\n\nThis skill implements a dynamic, three-tiered memory architecture to optimize context usage and retrieval efficiency.\n\nThe Three Tiers\n🔥 HOT (memory/hot/HOT_MEMORY.md):\nFocus: Current session context, active tasks, temporary credentials, immediate goals.\nManagement: Updated frequently. Pruned aggressively once tasks are completed.\n🌡️ WARM (memory/warm/WARM_MEMORY.md):\nFocus: User preferences (Hui's style, timezone), core system inventory, stable configurations, recurring interests.\nManagement: Updated when preferences change or new stable tools are added.\n❄️ COLD (MEMORY.md):\nFocus: Long-term archive, historical decisions, project milestones, distilled lessons.\nManagement: Updated during archival phases. Detail is replaced by summaries.\nWorkflow: Organize-Memory\n\nWhenever a memory reorganization is triggered (manual or post-compaction), follow these steps:\n\nStep 1: Ingest & Audit\nRead all three tiers and recent daily logs (memory/YYYY-MM-DD.md).\nIdentify \"Dead Context\" (completed tasks, resolved bugs).\nStep 2: Tier Redistribution\nMove to HOT: Anything requiring immediate attention in the next 2-3 turns.\nMove to WARM: New facts about the user or system that are permanent.\nMove to COLD: Completed high-level project summaries.\nStep 3: Pruning & Summarization\nRemove granular details from COLD.\nEnsure credentials in HOT point to their root files rather than storing raw secrets (if possible).\nStep 4: Verification\nEnsure no critical information was lost during the move.\nVerify that HOT is now small enough for efficient context use.\nUsage Trigger\nTrigger manually with: \"Run memory tiering\" or \"整理记忆层级\".\nTrigger automatically after any /compact command."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/SarielWang93/memory-tiering",
    "publisherUrl": "https://clawhub.ai/SarielWang93/memory-tiering",
    "owner": "SarielWang93",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/memory-tiering",
    "downloadUrl": "https://openagent3.xyz/downloads/memory-tiering",
    "agentUrl": "https://openagent3.xyz/skills/memory-tiering/agent",
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}