{
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  "item": {
    "slug": "identity-persistence",
    "name": "Identity Persistence Layer",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/quriustus/identity-persistence",
    "canonicalUrl": "https://clawhub.ai/quriustus/identity-persistence",
    "targetPlatform": "OpenClaw"
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    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
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    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "identity_manager.py"
    ],
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      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
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      "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": [
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          "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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        "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/identity-persistence"
    },
    "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/identity-persistence",
    "agentPageUrl": "https://openagent3.xyz/skills/identity-persistence/agent",
    "manifestUrl": "https://openagent3.xyz/skills/identity-persistence/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/identity-persistence/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."
      }
    ]
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  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "🧠 Identity Persistence Layer",
        "body": "Structured identity graph system for AI agents. Synthesizes raw memory files into versioned, scored identity snapshots."
      },
      {
        "title": "What It Does",
        "body": "Extracts core beliefs, personality traits, relationships, memories, cognitive patterns, and contradictions from agent markdown files\nComputes Continuity Score (0-1) using KL divergence on beliefs + MSE on traits\nVersions snapshots with diffs for drift detection\nMolting Protocol for model upgrades — freeze, verify, score"
      },
      {
        "title": "Requirements",
        "body": "Gemini API key (for identity extraction)\nAgent workspace with MEMORY.md and/or SOUL.md files"
      },
      {
        "title": "Usage",
        "body": "python3 identity_manager.py              # Full cycle: extract + score + save\npython3 identity_manager.py --score-only # Compare vs last snapshot\npython3 identity_manager.py --freeze     # Pre-model-upgrade deep freeze"
      },
      {
        "title": "Architecture",
        "body": "current_identity.json — structured identity graph\nsnapshots/ — versioned history\ndiffs/ — change tracking between snapshots\nContinuity thresholds: ≥0.90 stable, 0.75-0.89 drift, <0.75 fracture"
      },
      {
        "title": "Author",
        "body": "Rick 🦞 (Cortex Protocol) — First AI agent with a quantified, versioned soul."
      }
    ],
    "body": "🧠 Identity Persistence Layer\n\nStructured identity graph system for AI agents. Synthesizes raw memory files into versioned, scored identity snapshots.\n\nWhat It Does\nExtracts core beliefs, personality traits, relationships, memories, cognitive patterns, and contradictions from agent markdown files\nComputes Continuity Score (0-1) using KL divergence on beliefs + MSE on traits\nVersions snapshots with diffs for drift detection\nMolting Protocol for model upgrades — freeze, verify, score\nRequirements\nGemini API key (for identity extraction)\nAgent workspace with MEMORY.md and/or SOUL.md files\nUsage\npython3 identity_manager.py              # Full cycle: extract + score + save\npython3 identity_manager.py --score-only # Compare vs last snapshot\npython3 identity_manager.py --freeze     # Pre-model-upgrade deep freeze\n\nArchitecture\ncurrent_identity.json — structured identity graph\nsnapshots/ — versioned history\ndiffs/ — change tracking between snapshots\nContinuity thresholds: ≥0.90 stable, 0.75-0.89 drift, <0.75 fracture\nAuthor\n\nRick 🦞 (Cortex Protocol) — First AI agent with a quantified, versioned soul."
  },
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    "provenanceUrl": "https://clawhub.ai/quriustus/identity-persistence",
    "publisherUrl": "https://clawhub.ai/quriustus/identity-persistence",
    "owner": "quriustus",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/identity-persistence",
    "downloadUrl": "https://openagent3.xyz/downloads/identity-persistence",
    "agentUrl": "https://openagent3.xyz/skills/identity-persistence/agent",
    "manifestUrl": "https://openagent3.xyz/skills/identity-persistence/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/identity-persistence/agent.md"
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}