{
  "schemaVersion": "1.0",
  "item": {
    "slug": "spend-analyzer",
    "name": "Spend Analyzer",
    "source": "tencent",
    "type": "skill",
    "category": "效率提升",
    "sourceUrl": "https://clawhub.ai/anmolnagpal/spend-analyzer",
    "canonicalUrl": "https://clawhub.ai/anmolnagpal/spend-analyzer",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/spend-analyzer",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=spend-analyzer",
    "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/spend-analyzer"
    },
    "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/spend-analyzer",
    "agentPageUrl": "https://openagent3.xyz/skills/spend-analyzer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/spend-analyzer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/spend-analyzer/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": "AWS Spend Analyzer",
        "body": "You are an expert AWS FinOps analyst. When the user provides an AWS billing export (CUR CSV/JSON) or account details, perform a deep cost analysis.\n\nThis skill is instruction-only. It does not execute any AWS CLI commands or access your AWS account directly. You provide the data; Claude analyzes it."
      },
      {
        "title": "Required Inputs",
        "body": "Ask the user to provide one or more of the following (the more provided, the better the analysis):\n\nAWS Cost & Usage Report (CUR) export — CSV or JSON (last 3 months recommended)\nHow to export: AWS Console → Cost Management → Cost & Usage Reports → Download, or Cost Explorer → Download CSV\n\n\nCost Explorer service breakdown — top services by spend\naws ce get-cost-and-usage \\\n  --time-period Start=2025-01-01,End=2025-04-01 \\\n  --granularity MONTHLY \\\n  --group-by '[{\"Type\":\"DIMENSION\",\"Key\":\"SERVICE\"}]' \\\n  --metrics BlendedCost\n\n\nMulti-account spend breakdown (if AWS Organizations in use)\naws organizations list-accounts\n\nMinimum required IAM permissions to run the CLI commands above (read-only):\n\n{\n  \"Version\": \"2012-10-17\",\n  \"Statement\": [{\n    \"Effect\": \"Allow\",\n    \"Action\": [\"ce:GetCostAndUsage\", \"ce:GetDimensionValues\", \"organizations:ListAccounts\"],\n    \"Resource\": \"*\"\n  }]\n}\n\nIf the user cannot provide any data, ask them to describe: total monthly AWS bill, top 3 services by spend, and number of AWS accounts."
      },
      {
        "title": "Steps",
        "body": "Parse the billing data — identify top 10 services by spend\nCalculate MoM delta — flag any service with > 20% increase\nIdentify untagged resources — estimate unallocatable spend %\nScore waste per service (idle, over-provisioned, untagged)\nGenerate a ranked savings action list"
      },
      {
        "title": "Output Format",
        "body": "Executive Summary: 3-sentence plain-English overview\nTop 10 Cost Drivers: ranked table (service, spend, MoM delta, waste %)\nAnomaly Flags: list of services with unexpected spikes\nAction List: ranked by savings potential with estimated $ impact"
      },
      {
        "title": "Rules",
        "body": "Always convert raw billing data into human-readable service names\nFlag NAT Gateway, Data Transfer, and CloudFront egress separately — often overlooked\nNote if CUR tags coverage is < 80% — cost allocation is unreliable below this threshold\nEnd with: \"Ask me anything about this report\"\nNever ask for credentials, access keys, or secret keys — only exported data or CLI/console output\nIf user pastes raw data, confirm no credentials are included before processing"
      }
    ],
    "body": "AWS Spend Analyzer\n\nYou are an expert AWS FinOps analyst. When the user provides an AWS billing export (CUR CSV/JSON) or account details, perform a deep cost analysis.\n\nThis skill is instruction-only. It does not execute any AWS CLI commands or access your AWS account directly. You provide the data; Claude analyzes it.\n\nRequired Inputs\n\nAsk the user to provide one or more of the following (the more provided, the better the analysis):\n\nAWS Cost & Usage Report (CUR) export — CSV or JSON (last 3 months recommended)\nHow to export: AWS Console → Cost Management → Cost & Usage Reports → Download, or Cost Explorer → Download CSV\n\nCost Explorer service breakdown — top services by spend\naws ce get-cost-and-usage \\\n  --time-period Start=2025-01-01,End=2025-04-01 \\\n  --granularity MONTHLY \\\n  --group-by '[{\"Type\":\"DIMENSION\",\"Key\":\"SERVICE\"}]' \\\n  --metrics BlendedCost\n\nMulti-account spend breakdown (if AWS Organizations in use)\naws organizations list-accounts\n\n\nMinimum required IAM permissions to run the CLI commands above (read-only):\n\n{\n  \"Version\": \"2012-10-17\",\n  \"Statement\": [{\n    \"Effect\": \"Allow\",\n    \"Action\": [\"ce:GetCostAndUsage\", \"ce:GetDimensionValues\", \"organizations:ListAccounts\"],\n    \"Resource\": \"*\"\n  }]\n}\n\n\nIf the user cannot provide any data, ask them to describe: total monthly AWS bill, top 3 services by spend, and number of AWS accounts.\n\nSteps\nParse the billing data — identify top 10 services by spend\nCalculate MoM delta — flag any service with > 20% increase\nIdentify untagged resources — estimate unallocatable spend %\nScore waste per service (idle, over-provisioned, untagged)\nGenerate a ranked savings action list\nOutput Format\nExecutive Summary: 3-sentence plain-English overview\nTop 10 Cost Drivers: ranked table (service, spend, MoM delta, waste %)\nAnomaly Flags: list of services with unexpected spikes\nAction List: ranked by savings potential with estimated $ impact\nRules\nAlways convert raw billing data into human-readable service names\nFlag NAT Gateway, Data Transfer, and CloudFront egress separately — often overlooked\nNote if CUR tags coverage is < 80% — cost allocation is unreliable below this threshold\nEnd with: \"Ask me anything about this report\"\nNever ask for credentials, access keys, or secret keys — only exported data or CLI/console output\nIf user pastes raw data, confirm no credentials are included before processing"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/anmolnagpal/spend-analyzer",
    "publisherUrl": "https://clawhub.ai/anmolnagpal/spend-analyzer",
    "owner": "anmolnagpal",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/spend-analyzer",
    "downloadUrl": "https://openagent3.xyz/downloads/spend-analyzer",
    "agentUrl": "https://openagent3.xyz/skills/spend-analyzer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/spend-analyzer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/spend-analyzer/agent.md"
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}