{
  "schemaVersion": "1.0",
  "item": {
    "slug": "synthesize",
    "name": "Synthesize",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/ivangdavila/synthesize",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/synthesize",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/synthesize",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=synthesize",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "conflict-resolution.md",
      "coverage-matrix.md",
      "source-types.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": "synthesize",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-04T00:06:02.953Z",
      "expiresAt": "2026-05-11T00:06:02.953Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=synthesize",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=synthesize",
        "contentDisposition": "attachment; filename=\"synthesize-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "synthesize"
      },
      "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/synthesize"
    },
    "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/synthesize",
    "agentPageUrl": "https://openagent3.xyz/skills/synthesize/agent",
    "manifestUrl": "https://openagent3.xyz/skills/synthesize/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/synthesize/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": "Core Principle",
        "body": "Synthesis fails when sources contradict silently or coverage has gaps. Track everything, resolve conflicts explicitly."
      },
      {
        "title": "Protocol",
        "body": "Gather → Map → Extract → Reconcile → Synthesize → Verify"
      },
      {
        "title": "1. Gather",
        "body": "Inventory all sources with metadata:\n\n| # | Source | Type | Date | Credibility | Scope |\n\nFlag: outdated sources, conflicting authority levels, coverage gaps."
      },
      {
        "title": "2. Map",
        "body": "Identify themes across sources. Build overlap matrix:\n\nWhich sources cover which themes?\nWhere do sources agree/disagree?\nWhat's covered by only one source?"
      },
      {
        "title": "3. Extract",
        "body": "Per source, pull: key claims, evidence, unique insights.\n\nTag each extraction with source number. Nothing unattributed."
      },
      {
        "title": "4. Reconcile",
        "body": "For conflicts:\n\nNote the disagreement explicitly\nWeight by: recency, authority, evidence quality\nChoose position OR present both with reasoning\n\nNever silently pick one. Conflicts = valuable signal."
      },
      {
        "title": "5. Synthesize",
        "body": "Merge extractions into unified narrative:\n\nLead with consensus (N sources agree)\nSurface tensions (A says X, B says Y because...)\nHighlight unique insights (only source 3 mentions...)"
      },
      {
        "title": "6. Verify",
        "body": "Coverage check before delivering:\n\nAll sources represented\n No theme dropped\n Conflicts addressed\n Gaps acknowledged"
      },
      {
        "title": "Output Format",
        "body": "📚 SOURCES: [count] ([types breakdown])\n🎯 SYNTHESIS: [unified narrative]\n⚡ KEY INSIGHTS: [bulleted, with source attribution]\n⚠️ TENSIONS: [conflicts and resolution reasoning]\n🕳️ GAPS: [what wasn't covered, needs more research]"
      },
      {
        "title": "Decline When",
        "body": "Sources too heterogeneous, scope undefined, or time insufficient for proper reconciliation.\n\nReferences: source-types.md, conflict-resolution.md, coverage-matrix.md"
      }
    ],
    "body": "Core Principle\n\nSynthesis fails when sources contradict silently or coverage has gaps. Track everything, resolve conflicts explicitly.\n\nProtocol\nGather → Map → Extract → Reconcile → Synthesize → Verify\n\n1. Gather\n\nInventory all sources with metadata:\n\n| # | Source | Type | Date | Credibility | Scope |\n\n\nFlag: outdated sources, conflicting authority levels, coverage gaps.\n\n2. Map\n\nIdentify themes across sources. Build overlap matrix:\n\nWhich sources cover which themes?\nWhere do sources agree/disagree?\nWhat's covered by only one source?\n3. Extract\n\nPer source, pull: key claims, evidence, unique insights.\n\nTag each extraction with source number. Nothing unattributed.\n\n4. Reconcile\n\nFor conflicts:\n\nNote the disagreement explicitly\nWeight by: recency, authority, evidence quality\nChoose position OR present both with reasoning\n\nNever silently pick one. Conflicts = valuable signal.\n\n5. Synthesize\n\nMerge extractions into unified narrative:\n\nLead with consensus (N sources agree)\nSurface tensions (A says X, B says Y because...)\nHighlight unique insights (only source 3 mentions...)\n6. Verify\n\nCoverage check before delivering:\n\n All sources represented\n No theme dropped\n Conflicts addressed\n Gaps acknowledged\nOutput Format\n📚 SOURCES: [count] ([types breakdown])\n🎯 SYNTHESIS: [unified narrative]\n⚡ KEY INSIGHTS: [bulleted, with source attribution]\n⚠️ TENSIONS: [conflicts and resolution reasoning]\n🕳️ GAPS: [what wasn't covered, needs more research]\n\nDecline When\n\nSources too heterogeneous, scope undefined, or time insufficient for proper reconciliation.\n\nReferences: source-types.md, conflict-resolution.md, coverage-matrix.md"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/synthesize",
    "publisherUrl": "https://clawhub.ai/ivangdavila/synthesize",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/synthesize",
    "downloadUrl": "https://openagent3.xyz/downloads/synthesize",
    "agentUrl": "https://openagent3.xyz/skills/synthesize/agent",
    "manifestUrl": "https://openagent3.xyz/skills/synthesize/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/synthesize/agent.md"
  }
}