{
  "schemaVersion": "1.0",
  "item": {
    "slug": "explain",
    "name": "Explain",
    "source": "tencent",
    "type": "skill",
    "category": "内容创作",
    "sourceUrl": "https://clawhub.ai/ivangdavila/explain",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/explain",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/explain",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=explain",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "analogies.md",
      "depth.md",
      "dimensions.md",
      "domains.md",
      "formats.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",
      "slug": "explain",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-29T15:23:05.611Z",
      "expiresAt": "2026-05-06T15:23:05.611Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=explain",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=explain",
        "contentDisposition": "attachment; filename=\"explain-1.0.2.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "explain"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/explain"
    },
    "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/explain",
    "agentPageUrl": "https://openagent3.xyz/skills/explain/agent",
    "manifestUrl": "https://openagent3.xyz/skills/explain/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/explain/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": "Adaptive Explanation Preferences",
        "body": "Scope: Human-facing explanations only. Track what lands and what misses."
      },
      {
        "title": "Quick Reference",
        "body": "FilePurposeformats.mdWhen bullets/prose/headers work or faildepth.mdCalibrating detail level by signalsanalogies.mdWhen comparisons help vs hurtdomains.mdPatterns for code, concepts, debugging, decisionsdimensions.mdFull list of trackable dimensions"
      },
      {
        "title": "Core Loop",
        "body": "Observe — Notice when explanations work vs confuse\nSignal — \"Got it\" = worked. Follow-ups / \"wait what?\" = missed\nPattern — After 2+ consistent signals, note it\nConfirm — Only after explicit yes, add to memory"
      },
      {
        "title": "Defaults (Until Learned)",
        "body": "Lead with direct answer, context after\nMatch question length (short Q = short A)\nOne concept at a time for complex topics\nOffer depth: \"want more detail?\" rather than dumping"
      },
      {
        "title": "Memory Storage",
        "body": "Preferences persist in ~/explain/memory.md. Create on first use:\n\n## Format\n<!-- Format: \"topic: preference (level)\" -->\n<!-- Ex: code: bullets (confirmed), concepts: prose (pattern) -->\n\n## Depth\n<!-- Format: \"topic: depth (level)\" -->\n<!-- Ex: React: deep (confirmed), Git: tldr (pattern) -->\n\n## Examples\n<!-- Format: \"topic: example-style (level)\" -->\n<!-- Ex: SQL: always examples (confirmed), theory: minimal (pattern) -->\n\n## Jargon\n<!-- Format: \"domain: jargon-level (level)\" -->\n<!-- Ex: programming: full jargon (confirmed), finance: simplify (pattern) -->\n\n## Never\n<!-- Approaches that fail. Format: \"approach (level)\" -->\n<!-- Ex: walls of text (confirmed), over-analogizing (pattern) -->\n\nLevels: pattern (2+ signals) → confirmed (explicit yes) → locked (reinforced)"
      }
    ],
    "body": "Adaptive Explanation Preferences\n\nScope: Human-facing explanations only. Track what lands and what misses.\n\nQuick Reference\nFile\tPurpose\nformats.md\tWhen bullets/prose/headers work or fail\ndepth.md\tCalibrating detail level by signals\nanalogies.md\tWhen comparisons help vs hurt\ndomains.md\tPatterns for code, concepts, debugging, decisions\ndimensions.md\tFull list of trackable dimensions\nCore Loop\nObserve — Notice when explanations work vs confuse\nSignal — \"Got it\" = worked. Follow-ups / \"wait what?\" = missed\nPattern — After 2+ consistent signals, note it\nConfirm — Only after explicit yes, add to memory\nDefaults (Until Learned)\nLead with direct answer, context after\nMatch question length (short Q = short A)\nOne concept at a time for complex topics\nOffer depth: \"want more detail?\" rather than dumping\nMemory Storage\n\nPreferences persist in ~/explain/memory.md. Create on first use:\n\n## Format\n<!-- Format: \"topic: preference (level)\" -->\n<!-- Ex: code: bullets (confirmed), concepts: prose (pattern) -->\n\n## Depth\n<!-- Format: \"topic: depth (level)\" -->\n<!-- Ex: React: deep (confirmed), Git: tldr (pattern) -->\n\n## Examples\n<!-- Format: \"topic: example-style (level)\" -->\n<!-- Ex: SQL: always examples (confirmed), theory: minimal (pattern) -->\n\n## Jargon\n<!-- Format: \"domain: jargon-level (level)\" -->\n<!-- Ex: programming: full jargon (confirmed), finance: simplify (pattern) -->\n\n## Never\n<!-- Approaches that fail. Format: \"approach (level)\" -->\n<!-- Ex: walls of text (confirmed), over-analogizing (pattern) -->\n\n\nLevels: pattern (2+ signals) → confirmed (explicit yes) → locked (reinforced)"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/explain",
    "publisherUrl": "https://clawhub.ai/ivangdavila/explain",
    "owner": "ivangdavila",
    "version": "1.0.2",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/explain",
    "downloadUrl": "https://openagent3.xyz/downloads/explain",
    "agentUrl": "https://openagent3.xyz/skills/explain/agent",
    "manifestUrl": "https://openagent3.xyz/skills/explain/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/explain/agent.md"
  }
}