{
  "schemaVersion": "1.0",
  "item": {
    "slug": "afrexai-auto-repair",
    "name": "Auto Repair Shop Operations",
    "source": "tencent",
    "type": "skill",
    "category": "内容创作",
    "sourceUrl": "https://clawhub.ai/1kalin/afrexai-auto-repair",
    "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-auto-repair",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/afrexai-auto-repair",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-auto-repair",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "README.md",
      "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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
        }
      ]
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      "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/afrexai-auto-repair"
    },
    "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/afrexai-auto-repair",
    "agentPageUrl": "https://openagent3.xyz/skills/afrexai-auto-repair/agent",
    "manifestUrl": "https://openagent3.xyz/skills/afrexai-auto-repair/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/afrexai-auto-repair/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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Auto Repair Shop Operations",
        "body": "Complete operational reference for independent auto repair shops. Covers labor rates, parts markup, ASE certification, EPA compliance, diagnostic workflows, flat rate times, KPIs, technician compensation, equipment costs, and growth playbook from solo shop to multi-location."
      },
      {
        "title": "When to Use",
        "body": "Setting labor rates by region and service type\nCalculating parts markup strategy\nPlanning ASE certification for technicians\nEnsuring EPA/OSHA compliance\nTracking shop KPIs (productivity, efficiency, ARO, bay utilization)\nHiring and compensating technicians\nPlanning shop startup or expansion"
      },
      {
        "title": "Labor Rate Benchmarks by Region (2026)",
        "body": "RegionGeneral RepairDiagnosticSpecialtyDealer ComparisonNortheast US$125-165/hr$150-185/hr$165-210/hr$175-250/hrSoutheast US$95-135/hr$120-155/hr$140-180/hr$150-220/hrMidwest US$100-140/hr$125-160/hr$145-185/hr$155-225/hrWest Coast US$135-180/hr$155-200/hr$175-230/hr$190-275/hrMountain/Plains$90-130/hr$115-150/hr$135-175/hr$145-215/hr"
      },
      {
        "title": "Parts Markup Matrix",
        "body": "Part CostStandardCompetitivePremium$0-$10100-200%80-150%200-300%$10-$5075-125%60-100%125-175%$50-$20050-80%40-65%80-120%$200-$50035-55%30-45%55-80%$500+25-40%20-35%40-60%\n\nTarget blended parts margin: 45-55% gross."
      },
      {
        "title": "ASE Certification Matrix",
        "body": "CertAreaRenewalA1Engine Repair5 yearsA2Automatic Transmission5 yearsA3Manual Drive Train5 yearsA4Suspension/Steering5 yearsA5Brakes5 yearsA6Electrical/Electronic5 yearsA7Heating/AC5 yearsA8Engine Performance5 yearsMasterAll 8 A-series5 yearsL1Advanced Engine Performance5 years\n\nPay premium: $2-5/hr per cert, $8-12/hr for Master."
      },
      {
        "title": "EPA Compliance",
        "body": "RegulationPenaltyClean Air Act 609 (refrigerant)$44,539/dayRCRA Hazardous Waste (oil, solvents)$70,117/dayClean Water Act (discharge)$56,460/dayOSHA General Duty (lifts, chemicals)$16,131/violationSPCC Plan (oil storage >1,320 gal)$25,000/day\n\nNon-negotiable: EPA 608/609 for AC techs, used oil hauler contract, antifreeze recycling docs, parts washer solvent tracking, tire disposal records."
      },
      {
        "title": "Flat Rate Time Reference",
        "body": "ServiceBook TimeRevenue at $140/hrCheck engine diag1.0 hr$140Oil change (synthetic)0.5 hr$70 + $35 partsBrake pads (axle)1.0-1.5 hr$140-210 + partsTiming belt3.0-6.0 hr$420-840 + partsTransmission service1.0 hr$140 + $80 fluidAC recharge (R-1234yf)1.0 hr$140 + $60-1204-wheel alignment1.0 hr$140Strut pair2.0-3.0 hr$280-420 + parts"
      },
      {
        "title": "Shop KPIs",
        "body": "MetricTargetWarningEffective labor rate>$130/hr<$110/hrTech productivity>85%<75%Tech efficiency>100%<90%Parts-to-labor ratio0.8-1.2<0.6 or >1.5Average repair order>$350<$250Car count/bay/day2.0-2.5<1.5Gross profit margin>55%<45%Customer return rate<2%>4%Bay utilization>80%<65%"
      },
      {
        "title": "Technician Compensation (2026)",
        "body": "RoleRateAnnualLube tech$15-20/hr$31K-42KB-tech (2-3 ASE)$22-30/hr$46K-62KA-tech (5+ ASE)$30-42/hr$62K-87KMaster tech$38-55/hr$79K-114KService advisorBase + 3-8% GP$55K-95K"
      },
      {
        "title": "Equipment Costs",
        "body": "ItemCostLifespan2-post lift (10K lb)$4,500-8,00015-20 yrAlignment lift + machine$30K-70K10-15 yrPro scan tool$3K-12K5-8 yrTire changer + balancer$6.5K-15K10-15 yrAC machine (R-1234yf)$4K-8K8-12 yr4-bay total startup$150K-350K—8-bay total startup$300K-650K—"
      },
      {
        "title": "Growth Stages",
        "body": "Solo ($0-$300K): Brakes/suspension/maintenance, Google Business Profile, 8-12 cars/day\nSmall team ($300K-$750K): Hire B-tech, add specialty (diesel/Euro/EV), Google Ads\nEstablished ($750K-$1.5M): 3-5 techs, fleet accounts, digital vehicle inspections (+20% ARO)\nMulti-location ($1.5M+): Systems-dependent, SOPs, shop management software (+15% revenue)"
      }
    ],
    "body": "Auto Repair Shop Operations\n\nComplete operational reference for independent auto repair shops. Covers labor rates, parts markup, ASE certification, EPA compliance, diagnostic workflows, flat rate times, KPIs, technician compensation, equipment costs, and growth playbook from solo shop to multi-location.\n\nWhen to Use\nSetting labor rates by region and service type\nCalculating parts markup strategy\nPlanning ASE certification for technicians\nEnsuring EPA/OSHA compliance\nTracking shop KPIs (productivity, efficiency, ARO, bay utilization)\nHiring and compensating technicians\nPlanning shop startup or expansion\nLabor Rate Benchmarks by Region (2026)\nRegion\tGeneral Repair\tDiagnostic\tSpecialty\tDealer Comparison\nNortheast US\t$125-165/hr\t$150-185/hr\t$165-210/hr\t$175-250/hr\nSoutheast US\t$95-135/hr\t$120-155/hr\t$140-180/hr\t$150-220/hr\nMidwest US\t$100-140/hr\t$125-160/hr\t$145-185/hr\t$155-225/hr\nWest Coast US\t$135-180/hr\t$155-200/hr\t$175-230/hr\t$190-275/hr\nMountain/Plains\t$90-130/hr\t$115-150/hr\t$135-175/hr\t$145-215/hr\nParts Markup Matrix\nPart Cost\tStandard\tCompetitive\tPremium\n$0-$10\t100-200%\t80-150%\t200-300%\n$10-$50\t75-125%\t60-100%\t125-175%\n$50-$200\t50-80%\t40-65%\t80-120%\n$200-$500\t35-55%\t30-45%\t55-80%\n$500+\t25-40%\t20-35%\t40-60%\n\nTarget blended parts margin: 45-55% gross.\n\nASE Certification Matrix\nCert\tArea\tRenewal\nA1\tEngine Repair\t5 years\nA2\tAutomatic Transmission\t5 years\nA3\tManual Drive Train\t5 years\nA4\tSuspension/Steering\t5 years\nA5\tBrakes\t5 years\nA6\tElectrical/Electronic\t5 years\nA7\tHeating/AC\t5 years\nA8\tEngine Performance\t5 years\nMaster\tAll 8 A-series\t5 years\nL1\tAdvanced Engine Performance\t5 years\n\nPay premium: $2-5/hr per cert, $8-12/hr for Master.\n\nEPA Compliance\nRegulation\tPenalty\nClean Air Act 609 (refrigerant)\t$44,539/day\nRCRA Hazardous Waste (oil, solvents)\t$70,117/day\nClean Water Act (discharge)\t$56,460/day\nOSHA General Duty (lifts, chemicals)\t$16,131/violation\nSPCC Plan (oil storage >1,320 gal)\t$25,000/day\n\nNon-negotiable: EPA 608/609 for AC techs, used oil hauler contract, antifreeze recycling docs, parts washer solvent tracking, tire disposal records.\n\nFlat Rate Time Reference\nService\tBook Time\tRevenue at $140/hr\nCheck engine diag\t1.0 hr\t$140\nOil change (synthetic)\t0.5 hr\t$70 + $35 parts\nBrake pads (axle)\t1.0-1.5 hr\t$140-210 + parts\nTiming belt\t3.0-6.0 hr\t$420-840 + parts\nTransmission service\t1.0 hr\t$140 + $80 fluid\nAC recharge (R-1234yf)\t1.0 hr\t$140 + $60-120\n4-wheel alignment\t1.0 hr\t$140\nStrut pair\t2.0-3.0 hr\t$280-420 + parts\nShop KPIs\nMetric\tTarget\tWarning\nEffective labor rate\t>$130/hr\t<$110/hr\nTech productivity\t>85%\t<75%\nTech efficiency\t>100%\t<90%\nParts-to-labor ratio\t0.8-1.2\t<0.6 or >1.5\nAverage repair order\t>$350\t<$250\nCar count/bay/day\t2.0-2.5\t<1.5\nGross profit margin\t>55%\t<45%\nCustomer return rate\t<2%\t>4%\nBay utilization\t>80%\t<65%\nTechnician Compensation (2026)\nRole\tRate\tAnnual\nLube tech\t$15-20/hr\t$31K-42K\nB-tech (2-3 ASE)\t$22-30/hr\t$46K-62K\nA-tech (5+ ASE)\t$30-42/hr\t$62K-87K\nMaster tech\t$38-55/hr\t$79K-114K\nService advisor\tBase + 3-8% GP\t$55K-95K\nEquipment Costs\nItem\tCost\tLifespan\n2-post lift (10K lb)\t$4,500-8,000\t15-20 yr\nAlignment lift + machine\t$30K-70K\t10-15 yr\nPro scan tool\t$3K-12K\t5-8 yr\nTire changer + balancer\t$6.5K-15K\t10-15 yr\nAC machine (R-1234yf)\t$4K-8K\t8-12 yr\n4-bay total startup\t$150K-350K\t—\n8-bay total startup\t$300K-650K\t—\nGrowth Stages\nSolo ($0-$300K): Brakes/suspension/maintenance, Google Business Profile, 8-12 cars/day\nSmall team ($300K-$750K): Hire B-tech, add specialty (diesel/Euro/EV), Google Ads\nEstablished ($750K-$1.5M): 3-5 techs, fleet accounts, digital vehicle inspections (+20% ARO)\nMulti-location ($1.5M+): Systems-dependent, SOPs, shop management software (+15% revenue)"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/1kalin/afrexai-auto-repair",
    "publisherUrl": "https://clawhub.ai/1kalin/afrexai-auto-repair",
    "owner": "1kalin",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
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    "downloadUrl": "https://openagent3.xyz/downloads/afrexai-auto-repair",
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