{
  "schemaVersion": "1.0",
  "item": {
    "slug": "afrexai-capacity-planner",
    "name": "Capacity Planner",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/1kalin/afrexai-capacity-planner",
    "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-capacity-planner",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/afrexai-capacity-planner",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-capacity-planner",
    "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."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "slug": "afrexai-capacity-planner",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-29T03:31:04.390Z",
      "expiresAt": "2026-05-06T03:31:04.390Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-capacity-planner",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-capacity-planner",
        "contentDisposition": "attachment; filename=\"afrexai-capacity-planner-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "afrexai-capacity-planner"
      },
      "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/afrexai-capacity-planner"
    },
    "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-capacity-planner",
    "agentPageUrl": "https://openagent3.xyz/skills/afrexai-capacity-planner/agent",
    "manifestUrl": "https://openagent3.xyz/skills/afrexai-capacity-planner/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/afrexai-capacity-planner/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": "Capacity Planner",
        "body": "Plan team and infrastructure capacity before it becomes a crisis."
      },
      {
        "title": "What It Does",
        "body": "Takes your current workload data — team size, utilization rates, project pipeline, seasonal patterns — and builds a forward-looking capacity model. Flags bottlenecks 4-8 weeks before they hit."
      },
      {
        "title": "When to Use",
        "body": "Sprint planning feels like guesswork\nYou're not sure if you can take on a new client/project\nHiring decisions need data, not gut feel\nInfrastructure keeps getting slammed at predictable times"
      },
      {
        "title": "How to Use",
        "body": "Tell the agent about your situation:\n\n\"We have 8 engineers, 3 active projects, and a new client starting in March. Can we handle it?\"\n\nThe agent will:\n\nAudit current load — Map people to commitments, calculate true utilization (not the number in your head)\nModel scenarios — What happens if the new project lands? What if two people quit? What if scope grows 30%?\nFlag risks — Identify single points of failure, overloaded roles, deadline clusters\nRecommend actions — Hire, redistribute, defer, or say no — with numbers behind each option"
      },
      {
        "title": "Utilization Bands",
        "body": "BandRateMeaning🟢 Green<70%Healthy buffer for unplanned work🟡 Yellow70-85%Sustainable but tight🔴 Red>85%Burnout zone — something will slip"
      },
      {
        "title": "Key Metrics",
        "body": "Effective capacity = headcount × available hours × efficiency factor (typically 0.7-0.8)\nDemand pipeline = committed hours + probable hours (weighted by likelihood)\nBuffer ratio = (capacity - demand) / capacity — target 15-25%\nTime to constraint = weeks until demand exceeds capacity at current trajectory"
      },
      {
        "title": "Scenario Template",
        "body": "For each scenario, output:\n\nHeadcount needed vs. available\nSkill gaps (specific roles/capabilities missing)\nTimeline risk (which deadlines move)\nCost impact (overtime, contractors, lost revenue from saying no)\nRecommended action with confidence level"
      },
      {
        "title": "Output Format",
        "body": "CAPACITY SNAPSHOT — [Date]\n━━━━━━━━━━━━━━━━━━━━━━━━━━\nTeam: [size] | Utilization: [%] | Buffer: [%]\nStatus: 🟢/🟡/🔴\n\nCURRENT COMMITMENTS\n- [Project A]: [X people, Y hours/week, end date]\n- [Project B]: ...\n\nPIPELINE (next 8 weeks)\n- [Incoming work]: probability %, estimated load\n- ...\n\nRISKS\n1. [Risk description + impact + timeframe]\n2. ...\n\nSCENARIOS\nA) [Scenario]: [outcome summary]\nB) [Scenario]: [outcome summary]\n\nRECOMMENDATION\n[Clear action with reasoning]"
      },
      {
        "title": "Tips",
        "body": "Refresh capacity snapshots weekly during planning\nTrack actual vs. predicted utilization to calibrate your efficiency factor\nInclude non-project work (meetings, support, admin) — it's usually 20-30% of capacity\nDon't plan above 80% utilization. The remaining 20% isn't slack, it's where real work happens."
      },
      {
        "title": "Go Deeper",
        "body": "Your capacity model is one piece of operational planning. For full business context packs covering finance, operations, and growth strategy across 10 industries:\n\n→ AfrexAI Context Packs — $47 each, built by operators who've done the work.\n\n→ AI Revenue Calculator — Find out where your business is leaking money (free tool).\n\n→ Agent Setup Wizard — Get your AI agent configured for your specific business in 5 minutes."
      }
    ],
    "body": "Capacity Planner\n\nPlan team and infrastructure capacity before it becomes a crisis.\n\nWhat It Does\n\nTakes your current workload data — team size, utilization rates, project pipeline, seasonal patterns — and builds a forward-looking capacity model. Flags bottlenecks 4-8 weeks before they hit.\n\nWhen to Use\nSprint planning feels like guesswork\nYou're not sure if you can take on a new client/project\nHiring decisions need data, not gut feel\nInfrastructure keeps getting slammed at predictable times\nHow to Use\n\nTell the agent about your situation:\n\n\"We have 8 engineers, 3 active projects, and a new client starting in March. Can we handle it?\"\n\n\nThe agent will:\n\nAudit current load — Map people to commitments, calculate true utilization (not the number in your head)\nModel scenarios — What happens if the new project lands? What if two people quit? What if scope grows 30%?\nFlag risks — Identify single points of failure, overloaded roles, deadline clusters\nRecommend actions — Hire, redistribute, defer, or say no — with numbers behind each option\nCapacity Framework\nUtilization Bands\nBand\tRate\tMeaning\n🟢 Green\t<70%\tHealthy buffer for unplanned work\n🟡 Yellow\t70-85%\tSustainable but tight\n🔴 Red\t>85%\tBurnout zone — something will slip\nKey Metrics\nEffective capacity = headcount × available hours × efficiency factor (typically 0.7-0.8)\nDemand pipeline = committed hours + probable hours (weighted by likelihood)\nBuffer ratio = (capacity - demand) / capacity — target 15-25%\nTime to constraint = weeks until demand exceeds capacity at current trajectory\nScenario Template\n\nFor each scenario, output:\n\nHeadcount needed vs. available\nSkill gaps (specific roles/capabilities missing)\nTimeline risk (which deadlines move)\nCost impact (overtime, contractors, lost revenue from saying no)\nRecommended action with confidence level\nOutput Format\nCAPACITY SNAPSHOT — [Date]\n━━━━━━━━━━━━━━━━━━━━━━━━━━\nTeam: [size] | Utilization: [%] | Buffer: [%]\nStatus: 🟢/🟡/🔴\n\nCURRENT COMMITMENTS\n- [Project A]: [X people, Y hours/week, end date]\n- [Project B]: ...\n\nPIPELINE (next 8 weeks)\n- [Incoming work]: probability %, estimated load\n- ...\n\nRISKS\n1. [Risk description + impact + timeframe]\n2. ...\n\nSCENARIOS\nA) [Scenario]: [outcome summary]\nB) [Scenario]: [outcome summary]\n\nRECOMMENDATION\n[Clear action with reasoning]\n\nTips\nRefresh capacity snapshots weekly during planning\nTrack actual vs. predicted utilization to calibrate your efficiency factor\nInclude non-project work (meetings, support, admin) — it's usually 20-30% of capacity\nDon't plan above 80% utilization. The remaining 20% isn't slack, it's where real work happens.\nGo Deeper\n\nYour capacity model is one piece of operational planning. For full business context packs covering finance, operations, and growth strategy across 10 industries:\n\n→ AfrexAI Context Packs — $47 each, built by operators who've done the work.\n\n→ AI Revenue Calculator — Find out where your business is leaking money (free tool).\n\n→ Agent Setup Wizard — Get your AI agent configured for your specific business in 5 minutes."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/1kalin/afrexai-capacity-planner",
    "publisherUrl": "https://clawhub.ai/1kalin/afrexai-capacity-planner",
    "owner": "1kalin",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/afrexai-capacity-planner",
    "downloadUrl": "https://openagent3.xyz/downloads/afrexai-capacity-planner",
    "agentUrl": "https://openagent3.xyz/skills/afrexai-capacity-planner/agent",
    "manifestUrl": "https://openagent3.xyz/skills/afrexai-capacity-planner/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/afrexai-capacity-planner/agent.md"
  }
}