[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6N05GSGRATA4QZMTCCP2YGF":3,"skill-same:01M6N05GSGRATA4QZMTCCP2YGF":118},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":35,"linkOnly":36,"markdownContent":37,"markdownBody":38,"frontMatter":39,"refName":40,"commitSha":41,"skillDirectory":42,"forksCount":43,"repositoryHtmlUrl":44,"repositoryHomepageUrl":6,"ownerHtmlUrl":45,"ownerBlogUrl":6,"ownerDescription":46,"updatedAt":47,"install":48,"resources":61},"01M6N05GSGRATA4QZMTCCP2YGF","llm-supervisor",null,"Graceful rate limit handling with Ollama fallback. Notifies on rate limits, offers local model switch with confirmation for code tasks.","Kernel8901\u002Fai-agent-skills-classification","Kernel8901","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F72647553?v=4","01M6KV388J2H5PNC8D8P940BJD","01M6KV38CS5B3AY63RKZB410YM",7,"MIT","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fllm-supervisor\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34],"supervisor","llm supervisor","switch","rate","rate limit","for","limit","with","model switch","local","tasks","fallback","confirmation","offers","ollama","model","code","2026-11-10 10:12:30",false,"---\nname: llm-supervisor\ndescription: Graceful rate limit handling with Ollama fallback. Notifies on rate limits, offers local model switch with confirmation for code tasks.\n---\n\n# LLM Supervisor ?\n\nHandles rate limits and model fallbacks gracefully.\n\n## Behavior\n\n### On Rate Limit \u002F Overload Errors\n\nWhen I encounter rate limits or overload errors from cloud providers (Anthropic, OpenAI):\n\n1. **Tell the user immediately** — Don't silently fail or retry endlessly\n2. **Offer local fallback** — Ask if they want to switch to Ollama\n3. **Wait for confirmation** — Never auto-switch for code generation tasks\n\n### Confirmation Required\n\nBefore using local models for code generation, ask:\n> \"Cloud is rate-limited. Switch to local Ollama (`qwen2.5:7b`)? Reply 'yes' to confirm.\"\n\nFor simple queries (chat, summaries), can switch without confirmation if user previously approved.\n\n## Commands\n\n### `\u002Fllm status`\nReport current state:\n- Which provider is active (cloud\u002Flocal)\n- Ollama availability and models\n- Recent rate limit events\n\n### `\u002Fllm switch local`\nManually switch to Ollama for the session.\n\n### `\u002Fllm switch cloud`\nSwitch back to cloud provider.\n\n## Using Ollama\n\n```bash\n# Check available models\nollama list\n\n# Run a query\nollama run qwen2.5:7b \"your prompt here\"\n\n# For longer prompts, use stdin\necho \"your prompt\" | ollama run qwen2.5:7b\n```\n\n## Installed Models\n\nCheck with `ollama list`. Configured default: `qwen2.5:7b`\n\n## State Tracking\n\nTrack in memory during session:\n- `currentProvider`: \"cloud\" | \"local\"  \n- `lastRateLimitAt`: timestamp or null\n- `localConfirmedForCode`: boolean\n\nReset to cloud at session start.\n","# LLM Supervisor ?\n\nHandles rate limits and model fallbacks gracefully.\n\n## Behavior\n\n### On Rate Limit \u002F Overload Errors\n\nWhen I encounter rate limits or overload errors from cloud providers (Anthropic, OpenAI):\n\n1. **Tell the user immediately** — Don't silently fail or retry endlessly\n2. **Offer local fallback** — Ask if they want to switch to Ollama\n3. **Wait for confirmation** — Never auto-switch for code generation tasks\n\n### Confirmation Required\n\nBefore using local models for code generation, ask:\n> \"Cloud is rate-limited. Switch to local Ollama (`qwen2.5:7b`)? Reply 'yes' to confirm.\"\n\nFor simple queries (chat, summaries), can switch without confirmation if user previously approved.\n\n## Commands\n\n### `\u002Fllm status`\nReport current state:\n- Which provider is active (cloud\u002Flocal)\n- Ollama availability and models\n- Recent rate limit events\n\n### `\u002Fllm switch local`\nManually switch to Ollama for the session.\n\n### `\u002Fllm switch cloud`\nSwitch back to cloud provider.\n\n## Using Ollama\n\n```bash\n# Check available models\nollama list\n\n# Run a query\nollama run qwen2.5:7b \"your prompt here\"\n\n# For longer prompts, use stdin\necho \"your prompt\" | ollama run qwen2.5:7b\n```\n\n## Installed Models\n\nCheck with `ollama list`. Configured default: `qwen2.5:7b`\n\n## State Tracking\n\nTrack in memory during session:\n- `currentProvider`: \"cloud\" | \"local\"  \n- `lastRateLimitAt`: timestamp or null\n- `localConfirmedForCode`: boolean\n\nReset to cloud at session start.\n",{"name":5,"description":7},"main","f4cb2d49f7667e79ef7804f50396d5aaffdf1f56","人工智能与大型语言模型\u002Fllm-supervisor",1,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification","https:\u002F\u002Fgithub.com\u002FKernel8901","a little little little dobe in life but science geek","2026-04-05 16:43:56",{"source":8,"skillName":5,"commands":49,"prompt":59,"zipAvailable":60},[50,53,56],{"tool":51,"command":52},"npx","npx skills add Kernel8901\u002Fai-agent-skills-classification --skill llm-supervisor",{"tool":54,"command":55},"bunx","bunx skills add Kernel8901\u002Fai-agent-skills-classification --skill llm-supervisor",{"tool":57,"command":58},"pnpm","pnpm dlx skills add Kernel8901\u002Fai-agent-skills-classification --skill 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yield on any Ethereum wallet on Base, Arbitrum, and Plasma. Use when a user wants passive DeFi yield on their funds. 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Analyzes sentiment and provides trading context.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-forex\u002FSKILL.md",[206],{"categoryNo":207,"categoryName":208,"taxonomyType":159,"taxonomyTypeDesc":160},"01JBSEEDCAT000000000000040","财务",[210,211,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,23],"finance","yahoo finance","forex","yahoo","yahoo finance forex","github","https","sentiment","real-time","python3","install","Market","usd","news","time","currency","gbp","pip","market data",{"skillNo":230,"name":231,"nameZh":6,"description":232,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":233,"categories":234,"keywords":236,"publishedAt":35},"01M6Q5QM6VS84WZVM7BKXXPF32","yahoo-finance","This skill should be used when the user asks to \"get stock prices\", \"check stock quotes\", \"look up earnings\", \"get financial data\", \"find trending stocks\", or needs stock market data from Yahoo Finance.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-cli\u002FSKILL.md",[235],{"categoryNo":207,"categoryName":208,"taxonomyType":159,"taxonomyTypeDesc":160},[210,211,213,237,238,239,240,241,242,221,27,243,244,245,246,247,248,249,178,228],"cli","homebrew","find","check","brew","up","get","stock","link","trending","sf","quotes","ln"]