{
  "schemaVersion": "1.0",
  "item": {
    "slug": "vestige",
    "name": "Vestige",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/Belkouche/vestige",
    "canonicalUrl": "https://clawhub.ai/Belkouche/vestige",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/vestige",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=vestige",
    "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."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"",
        "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/vestige"
    },
    "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/vestige",
    "agentPageUrl": "https://openagent3.xyz/skills/vestige/agent",
    "manifestUrl": "https://openagent3.xyz/skills/vestige/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/vestige/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": "Vestige Memory Skill",
        "body": "Cognitive memory system based on 130 years of memory research. FSRS-6 spaced repetition, spreading activation, synaptic tagging—all running 100% local."
      },
      {
        "title": "Binary Location",
        "body": "~/bin/vestige-mcp\n~/bin/vestige\n~/bin/vestige-restore"
      },
      {
        "title": "When to Use",
        "body": "Persistent memory across sessions\nUser preferences (\"I prefer TypeScript\", \"I always use dark mode\")\nBug fixes and solutions worth remembering\nProject patterns and architectural decisions\nReminders and future triggers"
      },
      {
        "title": "Search Memory",
        "body": "echo '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"search\",\"arguments\":{\"query\":\"user preferences\"}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'"
      },
      {
        "title": "Save Memory (Smart Ingest)",
        "body": "echo '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"smart_ingest\",\"arguments\":{\"content\":\"User prefers Swiss Modern design style for presentations\",\"tags\":[\"preference\",\"design\"]}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'"
      },
      {
        "title": "Simple Ingest",
        "body": "echo '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"ingest\",\"arguments\":{\"content\":\"TKPay Offline project: POC 2 months, MVP 2 months, budget 250K DH\",\"tags\":[\"project\",\"tkpay\"]}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'"
      },
      {
        "title": "Check Stats",
        "body": "~/bin/vestige stats"
      },
      {
        "title": "Health Check",
        "body": "~/bin/vestige health"
      },
      {
        "title": "MCP Tools Available",
        "body": "ToolDescriptionsearchUnified search (keyword + semantic + hybrid)smart_ingestIntelligent ingestion with duplicate detectioningestSimple memory storagememoryGet, delete, or check memory statecodebaseRemember patterns and architectural decisionsintentionSet reminders and future triggerspromote_memoryMark memory as helpful (strengthens)demote_memoryMark memory as wrong (weakens)"
      },
      {
        "title": "Trigger Words",
        "body": "User SaysAction\"Remember this\"smart_ingest immediately\"Don't forget\"smart_ingest with high priority\"I always...\" / \"I never...\"Save as preference\"I prefer...\" / \"I like...\"Save as preference\"This is important\"smart_ingest + promote_memory\"Remind me...\"Create intention"
      },
      {
        "title": "Session Start Routine",
        "body": "At the start of conversations, search for relevant context:\n\n# Search user preferences\necho '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"search\",\"arguments\":{\"query\":\"user preferences instructions\"}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text'\n\n# Search project context\necho '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"search\",\"arguments\":{\"query\":\"current project context\"}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text'"
      },
      {
        "title": "Helper Script",
        "body": "For easier usage, create ~/bin/vmem:\n\n#!/bin/bash\n# Vestige Memory Helper\nACTION=$1\nshift\n\ncase $ACTION in\n  search)\n    echo \"{\\\"jsonrpc\\\":\\\"2.0\\\",\\\"id\\\":1,\\\"method\\\":\\\"tools/call\\\",\\\"params\\\":{\\\"name\\\":\\\"search\\\",\\\"arguments\\\":{\\\"query\\\":\\\"$*\\\"}}}\" | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'\n    ;;\n  save)\n    echo \"{\\\"jsonrpc\\\":\\\"2.0\\\",\\\"id\\\":1,\\\"method\\\":\\\"tools/call\\\",\\\"params\\\":{\\\"name\\\":\\\"smart_ingest\\\",\\\"arguments\\\":{\\\"content\\\":\\\"$*\\\"}}}\" | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'\n    ;;\n  stats)\n    ~/bin/vestige stats\n    ;;\n  *)\n    echo \"Usage: vmem [search|save|stats] [content]\"\n    ;;\nesac"
      },
      {
        "title": "Data Location",
        "body": "macOS: ~/Library/Application Support/com.vestige.core/\nLinux: ~/.local/share/vestige/\nEmbedding cache: ~/Library/Caches/com.vestige.core/fastembed/"
      },
      {
        "title": "Integration Notes",
        "body": "Vestige complements the existing memory/ folder system:\n\nmemory/*.md = Human-readable daily logs\nMEMORY.md = Curated long-term notes\nVestige = Semantic search + automatic decay + spaced repetition\n\nUse Vestige for:\n\nThings you want to recall semantically (not just keyword search)\nPreferences that should persist indefinitely\nSolutions worth remembering (with automatic decay if unused)"
      }
    ],
    "body": "Vestige Memory Skill\n\nCognitive memory system based on 130 years of memory research. FSRS-6 spaced repetition, spreading activation, synaptic tagging—all running 100% local.\n\nBinary Location\n~/bin/vestige-mcp\n~/bin/vestige\n~/bin/vestige-restore\n\nWhen to Use\nPersistent memory across sessions\nUser preferences (\"I prefer TypeScript\", \"I always use dark mode\")\nBug fixes and solutions worth remembering\nProject patterns and architectural decisions\nReminders and future triggers\nQuick Commands\nSearch Memory\necho '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"search\",\"arguments\":{\"query\":\"user preferences\"}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'\n\nSave Memory (Smart Ingest)\necho '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"smart_ingest\",\"arguments\":{\"content\":\"User prefers Swiss Modern design style for presentations\",\"tags\":[\"preference\",\"design\"]}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'\n\nSimple Ingest\necho '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"ingest\",\"arguments\":{\"content\":\"TKPay Offline project: POC 2 months, MVP 2 months, budget 250K DH\",\"tags\":[\"project\",\"tkpay\"]}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'\n\nCheck Stats\n~/bin/vestige stats\n\nHealth Check\n~/bin/vestige health\n\nMCP Tools Available\nTool\tDescription\nsearch\tUnified search (keyword + semantic + hybrid)\nsmart_ingest\tIntelligent ingestion with duplicate detection\ningest\tSimple memory storage\nmemory\tGet, delete, or check memory state\ncodebase\tRemember patterns and architectural decisions\nintention\tSet reminders and future triggers\npromote_memory\tMark memory as helpful (strengthens)\ndemote_memory\tMark memory as wrong (weakens)\nTrigger Words\nUser Says\tAction\n\"Remember this\"\tsmart_ingest immediately\n\"Don't forget\"\tsmart_ingest with high priority\n\"I always...\" / \"I never...\"\tSave as preference\n\"I prefer...\" / \"I like...\"\tSave as preference\n\"This is important\"\tsmart_ingest + promote_memory\n\"Remind me...\"\tCreate intention\nSession Start Routine\n\nAt the start of conversations, search for relevant context:\n\n# Search user preferences\necho '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"search\",\"arguments\":{\"query\":\"user preferences instructions\"}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text'\n\n# Search project context\necho '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"tools/call\",\"params\":{\"name\":\"search\",\"arguments\":{\"query\":\"current project context\"}}}' | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text'\n\nHelper Script\n\nFor easier usage, create ~/bin/vmem:\n\n#!/bin/bash\n# Vestige Memory Helper\nACTION=$1\nshift\n\ncase $ACTION in\n  search)\n    echo \"{\\\"jsonrpc\\\":\\\"2.0\\\",\\\"id\\\":1,\\\"method\\\":\\\"tools/call\\\",\\\"params\\\":{\\\"name\\\":\\\"search\\\",\\\"arguments\\\":{\\\"query\\\":\\\"$*\\\"}}}\" | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'\n    ;;\n  save)\n    echo \"{\\\"jsonrpc\\\":\\\"2.0\\\",\\\"id\\\":1,\\\"method\\\":\\\"tools/call\\\",\\\"params\\\":{\\\"name\\\":\\\"smart_ingest\\\",\\\"arguments\\\":{\\\"content\\\":\\\"$*\\\"}}}\" | ~/bin/vestige-mcp 2>/dev/null | jq -r '.result.content[0].text // .error.message'\n    ;;\n  stats)\n    ~/bin/vestige stats\n    ;;\n  *)\n    echo \"Usage: vmem [search|save|stats] [content]\"\n    ;;\nesac\n\nData Location\nmacOS: ~/Library/Application Support/com.vestige.core/\nLinux: ~/.local/share/vestige/\nEmbedding cache: ~/Library/Caches/com.vestige.core/fastembed/\nIntegration Notes\n\nVestige complements the existing memory/ folder system:\n\nmemory/*.md = Human-readable daily logs\nMEMORY.md = Curated long-term notes\nVestige = Semantic search + automatic decay + spaced repetition\n\nUse Vestige for:\n\nThings you want to recall semantically (not just keyword search)\nPreferences that should persist indefinitely\nSolutions worth remembering (with automatic decay if unused)"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/Belkouche/vestige",
    "publisherUrl": "https://clawhub.ai/Belkouche/vestige",
    "owner": "Belkouche",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/vestige",
    "downloadUrl": "https://openagent3.xyz/downloads/vestige",
    "agentUrl": "https://openagent3.xyz/skills/vestige/agent",
    "manifestUrl": "https://openagent3.xyz/skills/vestige/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/vestige/agent.md"
  }
}