{
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  "item": {
    "slug": "clawd-throttle",
    "name": "Clawd Throttle",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/liekzejaws/clawd-throttle",
    "canonicalUrl": "https://clawhub.ai/liekzejaws/clawd-throttle",
    "targetPlatform": "OpenClaw"
  },
  "install": {
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    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=clawd-throttle",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "README.md",
      "SKILL.md",
      "data/classifier-weights.json",
      "data/model-catalog.json",
      "data/routing-table.json",
      "package.json"
    ],
    "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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      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
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      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
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        "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/clawd-throttle"
    },
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      "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/clawd-throttle",
    "agentPageUrl": "https://openagent3.xyz/skills/clawd-throttle/agent",
    "manifestUrl": "https://openagent3.xyz/skills/clawd-throttle/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/clawd-throttle/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": "Clawd Throttle",
        "body": "Route every LLM request to the cheapest model that can handle it. Stop\npaying Opus prices for \"hello\" and \"summarize this.\"\n\nSupports 8 providers and 25+ models: Anthropic (Claude), Google\n(Gemini), OpenAI (GPT / o-series), xAI (Grok), DeepSeek, Moonshot (Kimi),\nMistral, and Ollama (local)."
      },
      {
        "title": "How It Works",
        "body": "Your prompt arrives\nThe classifier scores it on 8 dimensions (token count, code presence,\nreasoning markers, simplicity indicators, multi-step patterns, question\ncount, system prompt complexity, conversation depth) in under 1 millisecond\nThe router maps the resulting tier (simple / standard / complex) to a\nmodel based on your active mode and configured providers\nThe request is proxied to the correct API\nThe routing decision and cost are logged to a local JSONL file"
      },
      {
        "title": "Routing Modes",
        "body": "ModeSimpleStandardComplexecoGrok 4.1 FastGemini FlashHaikustandardGrok 4.1 FastHaikuSonnetgigachadHaikuSonnetOpus 4.6\n\nEach cell shows the first-choice model. The router tries a preference list\nand falls through to the next available provider if the first is not\nconfigured."
      },
      {
        "title": "Available Commands",
        "body": "CommandWhat It Doesroute_requestSend a prompt and get a response from the cheapest capable modelclassify_promptAnalyze prompt complexity without making an LLM callget_routing_statsView cost savings and model distribution statsget_configView current configuration (keys redacted)set_modeChange routing mode at runtimeget_recent_routing_logInspect recent routing decisions"
      },
      {
        "title": "Overrides",
        "body": "Heartbeats and summaries always route to the cheapest model\nType /opus, /sonnet, /haiku, /flash, or /grok-fast to force a specific model\nSub-agent calls automatically step down one tier from their parent"
      },
      {
        "title": "Setup",
        "body": "Get at least one API key (Anthropic or Google required; others optional):\n\nAnthropic: https://console.anthropic.com/settings/keys\nGoogle AI: https://aistudio.google.com/app/apikey\nxAI: https://console.x.ai\nOpenAI: https://platform.openai.com/api-keys\nDeepSeek: https://platform.deepseek.com\nMoonshot: https://platform.moonshot.cn\nMistral: https://console.mistral.ai\n\n\nRun the setup script:\nnpm run setup\n\n\nChoose your routing mode (eco / standard / gigachad)"
      },
      {
        "title": "Privacy",
        "body": "Prompt content is never stored. Only a SHA-256 hash is logged.\nAll data stays local in ~/.config/clawd-throttle/\nAPI keys stored in your local config file"
      }
    ],
    "body": "Clawd Throttle\n\nRoute every LLM request to the cheapest model that can handle it. Stop paying Opus prices for \"hello\" and \"summarize this.\"\n\nSupports 8 providers and 25+ models: Anthropic (Claude), Google (Gemini), OpenAI (GPT / o-series), xAI (Grok), DeepSeek, Moonshot (Kimi), Mistral, and Ollama (local).\n\nHow It Works\nYour prompt arrives\nThe classifier scores it on 8 dimensions (token count, code presence, reasoning markers, simplicity indicators, multi-step patterns, question count, system prompt complexity, conversation depth) in under 1 millisecond\nThe router maps the resulting tier (simple / standard / complex) to a model based on your active mode and configured providers\nThe request is proxied to the correct API\nThe routing decision and cost are logged to a local JSONL file\nRouting Modes\nMode\tSimple\tStandard\tComplex\neco\tGrok 4.1 Fast\tGemini Flash\tHaiku\nstandard\tGrok 4.1 Fast\tHaiku\tSonnet\ngigachad\tHaiku\tSonnet\tOpus 4.6\n\nEach cell shows the first-choice model. The router tries a preference list and falls through to the next available provider if the first is not configured.\n\nAvailable Commands\nCommand\tWhat It Does\nroute_request\tSend a prompt and get a response from the cheapest capable model\nclassify_prompt\tAnalyze prompt complexity without making an LLM call\nget_routing_stats\tView cost savings and model distribution stats\nget_config\tView current configuration (keys redacted)\nset_mode\tChange routing mode at runtime\nget_recent_routing_log\tInspect recent routing decisions\nOverrides\nHeartbeats and summaries always route to the cheapest model\nType /opus, /sonnet, /haiku, /flash, or /grok-fast to force a specific model\nSub-agent calls automatically step down one tier from their parent\nSetup\nGet at least one API key (Anthropic or Google required; others optional):\nAnthropic: https://console.anthropic.com/settings/keys\nGoogle AI: https://aistudio.google.com/app/apikey\nxAI: https://console.x.ai\nOpenAI: https://platform.openai.com/api-keys\nDeepSeek: https://platform.deepseek.com\nMoonshot: https://platform.moonshot.cn\nMistral: https://console.mistral.ai\nRun the setup script:\nnpm run setup\n\nChoose your routing mode (eco / standard / gigachad)\nPrivacy\nPrompt content is never stored. Only a SHA-256 hash is logged.\nAll data stays local in ~/.config/clawd-throttle/\nAPI keys stored in your local config file"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/liekzejaws/clawd-throttle",
    "publisherUrl": "https://clawhub.ai/liekzejaws/clawd-throttle",
    "owner": "liekzejaws",
    "version": "2.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
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}