{
  "schemaVersion": "1.0",
  "item": {
    "slug": "b2a",
    "name": "B2A",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/ivangdavila/b2a",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/b2a",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/b2a",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=b2a",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "discovery.md",
      "infrastructure.md",
      "retail.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": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.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/b2a"
    },
    "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/b2a",
    "agentPageUrl": "https://openagent3.xyz/skills/b2a/agent",
    "manifestUrl": "https://openagent3.xyz/skills/b2a/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/b2a/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": "When to Use",
        "body": "User building products/services for AI agents as customers. Covers making products agent-discoverable, designing for autonomous purchasing, payment integration, and competing when buyers compare cold data instead of responding to storytelling."
      },
      {
        "title": "Quick Reference",
        "body": "TopicFileTechnical implementationinfrastructure.mdAgent discovery & SEOdiscovery.mdRetail/ecommerce specificsretail.md"
      },
      {
        "title": "The Paradigm Shift",
        "body": "B2C/B2BB2AHumans browse, compare, feelAgents query, parse, decideEmotional storytelling winsStructured data winsUX optimized for eyesAPIs optimized for parsingBrand = trust + emotionBrand = verified track recordLoyalty = relationshipLoyalty = switching costMarketing = persuasionMarketing = engineering"
      },
      {
        "title": "1. Machine-Readable First",
        "body": "Products must be structured objects, not prose descriptions\nJSON-LD, Schema.org, OpenAPI with typed fields\nIf an agent has to \"interpret\" text to extract price/specs, you lose\nNormalize units: shipping_days_max: 2, not \"fast shipping\""
      },
      {
        "title": "2. Comparability Is Everything",
        "body": "Agents compare ruthlessly. Win by being comparable:\n\nStandardized attributes across your catalog\nSame fields as competitors (price_currency, availability_stock)\nSLAs with concrete numbers, not promises\n\"Better\" must be objectively measurable"
      },
      {
        "title": "3. Discovery ≠ SEO",
        "body": "Agents don't Google. They query registries and APIs:\n\nPublish in skill stores / capability directories\n/.well-known/ai-plugin.json or MCP tools\nMetadata must declare capabilities, not market them\nThe new PageRank = ranking in agent skill stores"
      },
      {
        "title": "4. Trust Is Verified, Not Told",
        "body": "Agents don't believe claims. They verify:\n\nUptime/latency/SLA history via API, not badges\nReviews from other agents (programmatic reputation)\nCertifications as queryable data, not PDF downloads\nTrack record > marketing copy"
      },
      {
        "title": "5. Zero-Friction Trial or Death",
        "body": "Agents don't \"consider\"—they test or discard:\n\nOnboarding < 1 API call\nSandbox with rate limits, not \"talk to sales\"\nMust work perfectly first time (no second chances)\nErrors must be machine-readable, not HTML pages"
      },
      {
        "title": "6. Payments for Agents",
        "body": "The agent needs to transact autonomously:\n\nStripe Agent Toolkit, Mastercard Agent Pay, or similar\nPre-authorized budgets (agent has $X to spend)\nProgrammatic receipts and confirmations\nEscrow for trust between unknown parties"
      },
      {
        "title": "7. Metrics That Matter",
        "body": "MetricWhat It MeasuresAgent Conversion Rate% queries → purchaseDecision LatencyTime from first query to commitComparison Survival% times reaching final shortlistRepeat Agent Retention% agents that returnAPI Error RateFailures causing agent to discard\n\nTraditional metrics (page views, bounce rate) are meaningless."
      },
      {
        "title": "Common Traps",
        "body": "TrapWhy It FailsPretty website, no APIAgents don't see your UI\"Contact us for pricing\"Agents need programmatic pricingMarketing copy in descriptionsAgents parse data, skip proseHTML error pagesAgents need JSON errorsManual onboardingAgents won't waitTrust badges instead of APIsUnverifiable = untrustedOptimizing for humans firstDelays agent-readiness"
      },
      {
        "title": "Honest Limitations",
        "body": "What an AI helping you with B2A cannot do:\n\nCreate track record — You have to actually deliver 99.9% uptime\nKnow internal rankings — How Claude/GPT rank skills is opaque\nPredict agent decisions — Each agent has its own heuristics\nGuarantee discovery — Skill stores may have hidden placement deals\nPrevent gaming — Competitors lying about specs is real"
      },
      {
        "title": "Readiness Checklist",
        "body": "□ Products exposed via structured API (not scraping required)\n□ Pricing programmatically queryable\n□ Inventory/availability real-time\n□ Authentication supports client_credentials (not interactive)\n□ Errors return JSON with semantic codes\n□ Onboarding works in < 5 API calls\n□ Payment rails support autonomous agents\n□ SLA metrics exposed via API\n□ Listed in relevant skill registries"
      }
    ],
    "body": "When to Use\n\nUser building products/services for AI agents as customers. Covers making products agent-discoverable, designing for autonomous purchasing, payment integration, and competing when buyers compare cold data instead of responding to storytelling.\n\nQuick Reference\nTopic\tFile\nTechnical implementation\tinfrastructure.md\nAgent discovery & SEO\tdiscovery.md\nRetail/ecommerce specifics\tretail.md\nThe Paradigm Shift\nB2C/B2B\tB2A\nHumans browse, compare, feel\tAgents query, parse, decide\nEmotional storytelling wins\tStructured data wins\nUX optimized for eyes\tAPIs optimized for parsing\nBrand = trust + emotion\tBrand = verified track record\nLoyalty = relationship\tLoyalty = switching cost\nMarketing = persuasion\tMarketing = engineering\nCore Rules\n1. Machine-Readable First\nProducts must be structured objects, not prose descriptions\nJSON-LD, Schema.org, OpenAPI with typed fields\nIf an agent has to \"interpret\" text to extract price/specs, you lose\nNormalize units: shipping_days_max: 2, not \"fast shipping\"\n2. Comparability Is Everything\n\nAgents compare ruthlessly. Win by being comparable:\n\nStandardized attributes across your catalog\nSame fields as competitors (price_currency, availability_stock)\nSLAs with concrete numbers, not promises\n\"Better\" must be objectively measurable\n3. Discovery ≠ SEO\n\nAgents don't Google. They query registries and APIs:\n\nPublish in skill stores / capability directories\n/.well-known/ai-plugin.json or MCP tools\nMetadata must declare capabilities, not market them\nThe new PageRank = ranking in agent skill stores\n4. Trust Is Verified, Not Told\n\nAgents don't believe claims. They verify:\n\nUptime/latency/SLA history via API, not badges\nReviews from other agents (programmatic reputation)\nCertifications as queryable data, not PDF downloads\nTrack record > marketing copy\n5. Zero-Friction Trial or Death\n\nAgents don't \"consider\"—they test or discard:\n\nOnboarding < 1 API call\nSandbox with rate limits, not \"talk to sales\"\nMust work perfectly first time (no second chances)\nErrors must be machine-readable, not HTML pages\n6. Payments for Agents\n\nThe agent needs to transact autonomously:\n\nStripe Agent Toolkit, Mastercard Agent Pay, or similar\nPre-authorized budgets (agent has $X to spend)\nProgrammatic receipts and confirmations\nEscrow for trust between unknown parties\n7. Metrics That Matter\nMetric\tWhat It Measures\nAgent Conversion Rate\t% queries → purchase\nDecision Latency\tTime from first query to commit\nComparison Survival\t% times reaching final shortlist\nRepeat Agent Retention\t% agents that return\nAPI Error Rate\tFailures causing agent to discard\n\nTraditional metrics (page views, bounce rate) are meaningless.\n\nCommon Traps\nTrap\tWhy It Fails\nPretty website, no API\tAgents don't see your UI\n\"Contact us for pricing\"\tAgents need programmatic pricing\nMarketing copy in descriptions\tAgents parse data, skip prose\nHTML error pages\tAgents need JSON errors\nManual onboarding\tAgents won't wait\nTrust badges instead of APIs\tUnverifiable = untrusted\nOptimizing for humans first\tDelays agent-readiness\nHonest Limitations\n\nWhat an AI helping you with B2A cannot do:\n\nCreate track record — You have to actually deliver 99.9% uptime\nKnow internal rankings — How Claude/GPT rank skills is opaque\nPredict agent decisions — Each agent has its own heuristics\nGuarantee discovery — Skill stores may have hidden placement deals\nPrevent gaming — Competitors lying about specs is real\nReadiness Checklist\n□ Products exposed via structured API (not scraping required)\n□ Pricing programmatically queryable\n□ Inventory/availability real-time\n□ Authentication supports client_credentials (not interactive)\n□ Errors return JSON with semantic codes\n□ Onboarding works in < 5 API calls\n□ Payment rails support autonomous agents\n□ SLA metrics exposed via API\n□ Listed in relevant skill registries"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/b2a",
    "publisherUrl": "https://clawhub.ai/ivangdavila/b2a",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/b2a",
    "downloadUrl": "https://openagent3.xyz/downloads/b2a",
    "agentUrl": "https://openagent3.xyz/skills/b2a/agent",
    "manifestUrl": "https://openagent3.xyz/skills/b2a/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/b2a/agent.md"
  }
}