{
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  "item": {
    "slug": "taskmaster",
    "name": "TaskMaster - AI Cost Optimizer",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/jlwrow/taskmaster",
    "canonicalUrl": "https://clawhub.ai/jlwrow/taskmaster",
    "targetPlatform": "OpenClaw"
  },
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    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=taskmaster",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "README.md",
      "skill.json",
      "SKILL.md",
      "TOKEN_TRACKING_README.md",
      "scripts/delegate_task.py",
      "scripts/openclaw_integration.py"
    ],
    "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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      "slug": "taskmaster",
      "status": "healthy",
      "reason": "direct_download_ok",
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      "checkedAt": "2026-05-09T17:48:25.429Z",
      "expiresAt": "2026-05-16T17:48:25.429Z",
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      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=taskmaster",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=taskmaster",
        "contentDisposition": "attachment; filename=\"taskmaster-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "taskmaster"
      },
      "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/taskmaster"
    },
    "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/taskmaster",
    "agentPageUrl": "https://openagent3.xyz/skills/taskmaster/agent",
    "manifestUrl": "https://openagent3.xyz/skills/taskmaster/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/taskmaster/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": "TaskMaster: AI Project Manager & Task Delegation",
        "body": "Transform complex projects into managed workflows with smart model selection and sub-agent orchestration."
      },
      {
        "title": "Core Capabilities",
        "body": "🎯 Smart Task Triage\n\nAnalyze complexity → assign appropriate model (Haiku/Sonnet/Opus)\nBreak large projects into smaller, manageable tasks\nPrevent over-engineering (don't use Opus for simple web searches)\n\n🤖 Sub-Agent Orchestration\n\nSpawn isolated sub-agents with specific model constraints\nRun tasks in parallel for faster completion\nConsolidate results into coherent deliverables\n\n💰 Budget Management\n\nTrack token costs per task and total project\nSet budget limits to prevent runaway spending\nOptimize model selection for cost-efficiency\n\n📊 Progress Tracking\n\nReal-time status of all active tasks\nFailed task retry with escalation\nFinal deliverable compilation"
      },
      {
        "title": "1. Basic Task Delegation",
        "body": "TaskMaster: Research PDF processing libraries\n- Budget: $2.00\n- Priority: medium\n- Deadline: 2 hours"
      },
      {
        "title": "2. Complex Project Breakdown",
        "body": "TaskMaster: Build recipe app MVP\n- Components: UI mockup, backend API, data schema, deployment\n- Budget: $15.00\n- Timeline: 1 week\n- Auto-assign models based on complexity"
      },
      {
        "title": "Model Selection Rules",
        "body": "Haiku ($0.25/$1.25) - Simple, repetitive tasks:\n\nWeb searches & summarization\nData formatting & extraction\nBasic file operations\nStatus checks & monitoring\n\nSonnet ($3/$15) - Most development work:\n\nResearch & analysis\nCode writing & debugging\nDocumentation creation\nTechnical design\n\nOpus ($15/$75) - Complex reasoning:\n\nArchitecture decisions\nCreative problem-solving\nCode reviews & optimization\nStrategic planning"
      },
      {
        "title": "Custom Model Assignment",
        "body": "Override automatic selection when you know better:\n\nTaskMaster: Debug complex algorithm [FORCE: Opus]"
      },
      {
        "title": "Parallel Execution",
        "body": "Run multiple tasks simultaneously:\n\nTaskMaster: Multi-research project\n- Task A: Library comparison\n- Task B: Performance benchmarks  \n- Task C: Security analysis\n[PARALLEL: true]"
      },
      {
        "title": "Budget Controls",
        "body": "Set spending limits:\n\nTaskMaster: Market research\n- Max budget: $5.00\n- Escalate if >$3.00 spent\n- Stop if any single task >$1.00"
      },
      {
        "title": "Key Resources",
        "body": "Model Selection: See references/model-selection-rules.md for detailed complexity guidelines\nTask Templates: See references/task-templates.md for common task patterns\nDelegation Engine: Uses scripts/delegate_task.py for core orchestration logic"
      },
      {
        "title": "Implementation Notes",
        "body": "Sessions Management: Each sub-agent gets isolated session with specific model constraints. No cross-talk unless explicitly designed.\n\nError Handling: Failed tasks automatically retry once on Sonnet, then escalate to human review.\n\nResult Aggregation: TaskMaster compiles all sub-agent results into a single, coherent deliverable for the user.\n\nToken Tracking: Real-time cost monitoring with alerts when approaching budget limits."
      }
    ],
    "body": "TaskMaster: AI Project Manager & Task Delegation\n\nTransform complex projects into managed workflows with smart model selection and sub-agent orchestration.\n\nCore Capabilities\n\n🎯 Smart Task Triage\n\nAnalyze complexity → assign appropriate model (Haiku/Sonnet/Opus)\nBreak large projects into smaller, manageable tasks\nPrevent over-engineering (don't use Opus for simple web searches)\n\n🤖 Sub-Agent Orchestration\n\nSpawn isolated sub-agents with specific model constraints\nRun tasks in parallel for faster completion\nConsolidate results into coherent deliverables\n\n💰 Budget Management\n\nTrack token costs per task and total project\nSet budget limits to prevent runaway spending\nOptimize model selection for cost-efficiency\n\n📊 Progress Tracking\n\nReal-time status of all active tasks\nFailed task retry with escalation\nFinal deliverable compilation\nQuick Start\n1. Basic Task Delegation\nTaskMaster: Research PDF processing libraries\n- Budget: $2.00\n- Priority: medium\n- Deadline: 2 hours\n\n2. Complex Project Breakdown\nTaskMaster: Build recipe app MVP\n- Components: UI mockup, backend API, data schema, deployment\n- Budget: $15.00\n- Timeline: 1 week\n- Auto-assign models based on complexity\n\nModel Selection Rules\n\nHaiku ($0.25/$1.25) - Simple, repetitive tasks:\n\nWeb searches & summarization\nData formatting & extraction\nBasic file operations\nStatus checks & monitoring\n\nSonnet ($3/$15) - Most development work:\n\nResearch & analysis\nCode writing & debugging\nDocumentation creation\nTechnical design\n\nOpus ($15/$75) - Complex reasoning:\n\nArchitecture decisions\nCreative problem-solving\nCode reviews & optimization\nStrategic planning\nAdvanced Usage\nCustom Model Assignment\n\nOverride automatic selection when you know better:\n\nTaskMaster: Debug complex algorithm [FORCE: Opus]\n\nParallel Execution\n\nRun multiple tasks simultaneously:\n\nTaskMaster: Multi-research project\n- Task A: Library comparison\n- Task B: Performance benchmarks  \n- Task C: Security analysis\n[PARALLEL: true]\n\nBudget Controls\n\nSet spending limits:\n\nTaskMaster: Market research\n- Max budget: $5.00\n- Escalate if >$3.00 spent\n- Stop if any single task >$1.00\n\nKey Resources\nModel Selection: See references/model-selection-rules.md for detailed complexity guidelines\nTask Templates: See references/task-templates.md for common task patterns\nDelegation Engine: Uses scripts/delegate_task.py for core orchestration logic\nImplementation Notes\n\nSessions Management: Each sub-agent gets isolated session with specific model constraints. No cross-talk unless explicitly designed.\n\nError Handling: Failed tasks automatically retry once on Sonnet, then escalate to human review.\n\nResult Aggregation: TaskMaster compiles all sub-agent results into a single, coherent deliverable for the user.\n\nToken Tracking: Real-time cost monitoring with alerts when approaching budget limits."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/jlwrow/taskmaster",
    "publisherUrl": "https://clawhub.ai/jlwrow/taskmaster",
    "owner": "jlwrow",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/taskmaster",
    "downloadUrl": "https://openagent3.xyz/downloads/taskmaster",
    "agentUrl": "https://openagent3.xyz/skills/taskmaster/agent",
    "manifestUrl": "https://openagent3.xyz/skills/taskmaster/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/taskmaster/agent.md"
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}