{
  "schemaVersion": "1.0",
  "item": {
    "slug": "meilisearch",
    "name": "Meilisearch",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/ivangdavila/meilisearch",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/meilisearch",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/meilisearch",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=meilisearch",
    "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/meilisearch"
    },
    "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/meilisearch",
    "agentPageUrl": "https://openagent3.xyz/skills/meilisearch/agent",
    "manifestUrl": "https://openagent3.xyz/skills/meilisearch/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/meilisearch/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": "Index Configuration Traps",
        "body": "filterableAttributes and sortableAttributes must be declared BEFORE adding documents — adding later triggers full reindex\nChanging any index setting triggers reindex — batch all setting changes together\nOrder of searchableAttributes affects ranking — put most important fields first, not alphabetical\ndisplayedAttributes defaults to all — explicitly limit to reduce response size"
      },
      {
        "title": "Indexing Pitfalls",
        "body": "Document updates are async — the API returns taskUid, must poll /tasks/{uid} for actual completion\nPrimary key inference fails on nested or array fields — always set primaryKey explicitly\nBatch size affects indexing speed — 10-50MB batches optimal, not one document at a time\nUpdating one field requires sending the whole document — no true partial updates"
      },
      {
        "title": "Typo Tolerance Issues",
        "body": "First character is never typo-tolerant — \"tset\" won't match \"test\", by design\nTypo tolerance on IDs/codes causes false matches — disable per attribute with typoTolerance.disableOnAttributes\nMin word length defaults: 1 typo at 5 chars, 2 typos at 9 chars — adjust if matching too aggressively"
      },
      {
        "title": "Filtering Mistakes",
        "body": "Filters on undeclared filterableAttributes silently return empty — no error, just no results\nGeo filtering requires _geo field with lat/lng — field name is hardcoded, can't customize\nFilter syntax is NOT SQL — use TO for ranges (year 2020 TO 2024), not BETWEEN\nEmpty array in IN clause causes error — check array length before building filter"
      },
      {
        "title": "Search Behavior",
        "body": "Default limit is 20, max is 1000 per request — no deep pagination, use filters to narrow\nMulti-word queries match ANY word by default — use quotes for phrase matching\nHighlighting only works on searchableAttributes — not on stored-only fields\nFacets distribution counts include all matching docs — not affected by limit parameter"
      },
      {
        "title": "Production Configuration",
        "body": "Master key MUST be set in production — without it, all endpoints are public\nCreate search-only API keys for frontend — never expose master key\nSnapshots are the only backup method — schedule them, no continuous replication\nNo clustering — single node only, scale vertically with RAM"
      },
      {
        "title": "Performance Realities",
        "body": "Index lives in memory-mapped files — RAM determines max index size\nPayload limit is 100MB per request — split large imports into batches\nIndexing blocks during settings update — queries still work but new docs queue\nTask queue has no priority — large reindex blocks small document adds"
      },
      {
        "title": "API Key Restrictions",
        "body": "Keys can restrict to specific indexes — use for multi-tenant isolation\nKeys can have expiresAt — but no auto-rotation, must manage manually\nActions are granular — search, documents.add, indexes.create, settings.update, etc.\nInvalid key returns 401, missing key on protected instance returns 401 — same error, check both"
      }
    ],
    "body": "Index Configuration Traps\nfilterableAttributes and sortableAttributes must be declared BEFORE adding documents — adding later triggers full reindex\nChanging any index setting triggers reindex — batch all setting changes together\nOrder of searchableAttributes affects ranking — put most important fields first, not alphabetical\ndisplayedAttributes defaults to all — explicitly limit to reduce response size\nIndexing Pitfalls\nDocument updates are async — the API returns taskUid, must poll /tasks/{uid} for actual completion\nPrimary key inference fails on nested or array fields — always set primaryKey explicitly\nBatch size affects indexing speed — 10-50MB batches optimal, not one document at a time\nUpdating one field requires sending the whole document — no true partial updates\nTypo Tolerance Issues\nFirst character is never typo-tolerant — \"tset\" won't match \"test\", by design\nTypo tolerance on IDs/codes causes false matches — disable per attribute with typoTolerance.disableOnAttributes\nMin word length defaults: 1 typo at 5 chars, 2 typos at 9 chars — adjust if matching too aggressively\nFiltering Mistakes\nFilters on undeclared filterableAttributes silently return empty — no error, just no results\nGeo filtering requires _geo field with lat/lng — field name is hardcoded, can't customize\nFilter syntax is NOT SQL — use TO for ranges (year 2020 TO 2024), not BETWEEN\nEmpty array in IN clause causes error — check array length before building filter\nSearch Behavior\nDefault limit is 20, max is 1000 per request — no deep pagination, use filters to narrow\nMulti-word queries match ANY word by default — use quotes for phrase matching\nHighlighting only works on searchableAttributes — not on stored-only fields\nFacets distribution counts include all matching docs — not affected by limit parameter\nProduction Configuration\nMaster key MUST be set in production — without it, all endpoints are public\nCreate search-only API keys for frontend — never expose master key\nSnapshots are the only backup method — schedule them, no continuous replication\nNo clustering — single node only, scale vertically with RAM\nPerformance Realities\nIndex lives in memory-mapped files — RAM determines max index size\nPayload limit is 100MB per request — split large imports into batches\nIndexing blocks during settings update — queries still work but new docs queue\nTask queue has no priority — large reindex blocks small document adds\nAPI Key Restrictions\nKeys can restrict to specific indexes — use for multi-tenant isolation\nKeys can have expiresAt — but no auto-rotation, must manage manually\nActions are granular — search, documents.add, indexes.create, settings.update, etc.\nInvalid key returns 401, missing key on protected instance returns 401 — same error, check both"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/meilisearch",
    "publisherUrl": "https://clawhub.ai/ivangdavila/meilisearch",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/meilisearch",
    "downloadUrl": "https://openagent3.xyz/downloads/meilisearch",
    "agentUrl": "https://openagent3.xyz/skills/meilisearch/agent",
    "manifestUrl": "https://openagent3.xyz/skills/meilisearch/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/meilisearch/agent.md"
  }
}