[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6F7C5VPXDGCMYV0QABZRDFY":3,"skill-same:01M6F7C5VPXDGCMYV0QABZRDFY":79},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":47,"linkOnly":48,"markdownContent":49,"markdownBody":50,"frontMatter":51,"refName":56,"commitSha":57,"skillDirectory":58,"forksCount":59,"repositoryHtmlUrl":60,"repositoryHomepageUrl":6,"ownerHtmlUrl":61,"ownerBlogUrl":62,"ownerDescription":63,"updatedAt":64,"install":65,"resources":78},"01M6F7C5VPXDGCMYV0QABZRDFY","instantly-rate-limits",null,"Implement Instantly rate limiting, backoff, and idempotency patterns.\nUse when handling rate limit errors, implementing retry logic,\nor optimizing API request throughput for Instantly.\nTrigger with phrases like \"instantly rate limit\", \"instantly throttling\",\n\"instantly 429\", \"instantly retry\", \"instantly backoff\".","Dicklesworthstone\u002Fpi_agent_rust","Dicklesworthstone","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F35050222?v=4","01M6CG26AR942CSVMN1M5E3DSE","Jeff Emanuel","01M6CG26EPP71PSHW1VDS71121",1981,"MIT","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Fplugins-community\u002Fplugins\u002Fsaas-packs\u002Finstantly-pack\u002Fskills\u002Finstantly-rate-limits\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46],"limits","rate","instantly rate limits","retry","api request","when","request","rate limit","for","implementing","limit","errors","429","backoff","implement","with","throughput","trigger","io","rate limiting","logic","patterns","use","edit","write","read","api","throttling","2026-11-10 10:12:30",false,"---\nname: instantly-rate-limits\ndescription: |\n  Implement Instantly rate limiting, backoff, and idempotency patterns.\n  Use when handling rate limit errors, implementing retry logic,\n  or optimizing API request throughput for Instantly.\n  Trigger with phrases like \"instantly rate limit\", \"instantly throttling\",\n  \"instantly 429\", \"instantly retry\", \"instantly backoff\".\nallowed-tools: Read, Write, Edit\nversion: 1.0.0\nlicense: MIT\nauthor: Jeremy Longshore \u003Cjeremy@intentsolutions.io>\n---\n\n# Instantly Rate Limits\n\n## Overview\nHandle Instantly rate limits gracefully with exponential backoff and idempotency.\n\n## Prerequisites\n- Instantly SDK installed\n- Understanding of async\u002Fawait patterns\n- Access to rate limit headers\n\n## Instructions\n\n### Step 1: Understand Rate Limit Tiers\n\n| Tier | Requests\u002Fmin | Requests\u002Fday | Burst |\n|------|-------------|--------------|-------|\n| Free | 60 | 1,000 | 10 |\n| Pro | 300 | 10,000 | 50 |\n| Enterprise | 1,000 | 100,000 | 200 |\n\n### Step 2: Implement Exponential Backoff with Jitter\n\n```typescript\nasync function withExponentialBackoff\u003CT>(\n  operation: () => Promise\u003CT>,\n  config = { maxRetries: 5, baseDelayMs: 1000, maxDelayMs: 32000, jitterMs: 500 }\n): Promise\u003CT> {\n  for (let attempt = 0; attempt \u003C= config.maxRetries; attempt++) {\n    try {\n      return await operation();\n    } catch (error: any) {\n      if (attempt === config.maxRetries) throw error;\n      const status = error.status || error.response?.status;\n      if (status !== 429 && (status \u003C 500 || status >= 600)) throw error;\n\n      \u002F\u002F Exponential delay with jitter to prevent thundering herd\n      const exponentialDelay = config.baseDelayMs * Math.pow(2, attempt);\n      const jitter = Math.random() * config.jitterMs;\n      const delay = Math.min(exponentialDelay + jitter, config.maxDelayMs);\n\n      console.log(`Rate limited. Retrying in ${delay.toFixed(0)}ms...`);\n      await new Promise(r => setTimeout(r, delay));\n    }\n  }\n  throw new Error('Unreachable');\n}\n```\n\n### Step 3: Add Idempotency Keys\n\n```typescript\nimport { v4 as uuidv4 } from 'uuid';\nimport crypto from 'crypto';\n\n\u002F\u002F Generate deterministic key from operation params (for safe retries)\nfunction generateIdempotencyKey(operation: string, params: Record\u003Cstring, any>): string {\n  const data = JSON.stringify({ operation, params });\n  return crypto.createHash('sha256').update(data).digest('hex');\n}\n\nasync function idempotentRequest\u003CT>(\n  client: InstantlyClient,\n  params: Record\u003Cstring, any>,\n  idempotencyKey?: string  \u002F\u002F Pass existing key for retries\n): Promise\u003CT> {\n  \u002F\u002F Use provided key (for retries) or generate deterministic key from params\n  const key = idempotencyKey || generateIdempotencyKey(params.method || 'POST', params);\n  return client.request({\n    ...params,\n    headers: { 'Idempotency-Key': key, ...params.headers },\n  });\n}\n```\n\n## Output\n- Reliable API calls with automatic retry\n- Idempotent requests preventing duplicates\n- Rate limit headers properly handled\n\n## Error Handling\n| Header | Description | Action |\n|--------|-------------|--------|\n| X-RateLimit-Limit | Max requests | Monitor usage |\n| X-RateLimit-Remaining | Remaining requests | Throttle if low |\n| X-RateLimit-Reset | Reset timestamp | Wait until reset |\n| Retry-After | Seconds to wait | Honor this value |\n\n## Examples\n\n### Queue-Based Rate Limiting\n```typescript\nimport PQueue from 'p-queue';\n\nconst queue = new PQueue({\n  concurrency: 5,\n  interval: 1000,\n  intervalCap: 10,\n});\n\nasync function queuedRequest\u003CT>(operation: () => Promise\u003CT>): Promise\u003CT> {\n  return queue.add(operation);\n}\n```\n\n### Monitor Rate Limit Usage\n```typescript\nclass RateLimitMonitor {\n  private remaining: number = 60;\n  private resetAt: Date = new Date();\n\n  updateFromHeaders(headers: Headers) {\n    this.remaining = parseInt(headers.get('X-RateLimit-Remaining') || '60');\n    const resetTimestamp = headers.get('X-RateLimit-Reset');\n    if (resetTimestamp) {\n      this.resetAt = new Date(parseInt(resetTimestamp) * 1000);\n    }\n  }\n\n  shouldThrottle(): boolean {\n    \u002F\u002F Only throttle if low remaining AND reset hasn't happened yet\n    return this.remaining \u003C 5 && new Date() \u003C this.resetAt;\n  }\n\n  getWaitTime(): number {\n    return Math.max(0, this.resetAt.getTime() - Date.now());\n  }\n}\n```\n\n## Resources\n- [Instantly Rate Limits](https:\u002F\u002Fdocs.instantly.com\u002Frate-limits)\n- [p-queue Documentation](https:\u002F\u002Fgithub.com\u002Fsindresorhus\u002Fp-queue)\n\n## Next Steps\nFor security configuration, see `instantly-security-basics`.","# Instantly Rate Limits\n\n## Overview\nHandle Instantly rate limits gracefully with exponential backoff and idempotency.\n\n## Prerequisites\n- Instantly SDK installed\n- Understanding of async\u002Fawait patterns\n- Access to rate limit headers\n\n## Instructions\n\n### Step 1: Understand Rate Limit Tiers\n\n| Tier | Requests\u002Fmin | Requests\u002Fday | Burst |\n|------|-------------|--------------|-------|\n| Free | 60 | 1,000 | 10 |\n| Pro | 300 | 10,000 | 50 |\n| Enterprise | 1,000 | 100,000 | 200 |\n\n### Step 2: Implement Exponential Backoff with Jitter\n\n```typescript\nasync function withExponentialBackoff\u003CT>(\n  operation: () => Promise\u003CT>,\n  config = { maxRetries: 5, baseDelayMs: 1000, maxDelayMs: 32000, jitterMs: 500 }\n): Promise\u003CT> {\n  for (let attempt = 0; attempt \u003C= config.maxRetries; attempt++) {\n    try {\n      return await operation();\n    } catch (error: any) {\n      if (attempt === config.maxRetries) throw error;\n      const status = error.status || error.response?.status;\n      if (status !== 429 && (status \u003C 500 || status >= 600)) throw error;\n\n      \u002F\u002F Exponential delay with jitter to prevent thundering herd\n      const exponentialDelay = config.baseDelayMs * Math.pow(2, attempt);\n      const jitter = Math.random() * config.jitterMs;\n      const delay = Math.min(exponentialDelay + jitter, config.maxDelayMs);\n\n      console.log(`Rate limited. Retrying in ${delay.toFixed(0)}ms...`);\n      await new Promise(r => setTimeout(r, delay));\n    }\n  }\n  throw new Error('Unreachable');\n}\n```\n\n### Step 3: Add Idempotency Keys\n\n```typescript\nimport { v4 as uuidv4 } from 'uuid';\nimport crypto from 'crypto';\n\n\u002F\u002F Generate deterministic key from operation params (for safe retries)\nfunction generateIdempotencyKey(operation: string, params: Record\u003Cstring, any>): string {\n  const data = JSON.stringify({ operation, params });\n  return crypto.createHash('sha256').update(data).digest('hex');\n}\n\nasync function idempotentRequest\u003CT>(\n  client: InstantlyClient,\n  params: Record\u003Cstring, any>,\n  idempotencyKey?: string  \u002F\u002F Pass existing key for retries\n): Promise\u003CT> {\n  \u002F\u002F Use provided key (for retries) or generate deterministic key from params\n  const key = idempotencyKey || generateIdempotencyKey(params.method || 'POST', params);\n  return client.request({\n    ...params,\n    headers: { 'Idempotency-Key': key, ...params.headers },\n  });\n}\n```\n\n## Output\n- Reliable API calls with automatic retry\n- Idempotent requests preventing duplicates\n- Rate limit headers properly handled\n\n## Error Handling\n| Header | Description | Action |\n|--------|-------------|--------|\n| X-RateLimit-Limit | Max requests | Monitor usage |\n| X-RateLimit-Remaining | Remaining requests | Throttle if low |\n| X-RateLimit-Reset | Reset timestamp | Wait until reset |\n| Retry-After | Seconds to wait | Honor this value |\n\n## Examples\n\n### Queue-Based Rate Limiting\n```typescript\nimport PQueue from 'p-queue';\n\nconst queue = new PQueue({\n  concurrency: 5,\n  interval: 1000,\n  intervalCap: 10,\n});\n\nasync function queuedRequest\u003CT>(operation: () => Promise\u003CT>): Promise\u003CT> {\n  return queue.add(operation);\n}\n```\n\n### Monitor Rate Limit Usage\n```typescript\nclass RateLimitMonitor {\n  private remaining: number = 60;\n  private resetAt: Date = new Date();\n\n  updateFromHeaders(headers: Headers) {\n    this.remaining = parseInt(headers.get('X-RateLimit-Remaining') || '60');\n    const resetTimestamp = headers.get('X-RateLimit-Reset');\n    if (resetTimestamp) {\n      this.resetAt = new Date(parseInt(resetTimestamp) * 1000);\n    }\n  }\n\n  shouldThrottle(): boolean {\n    \u002F\u002F Only throttle if low remaining AND reset hasn't happened yet\n    return this.remaining \u003C 5 && new Date() \u003C this.resetAt;\n  }\n\n  getWaitTime(): number {\n    return Math.max(0, this.resetAt.getTime() - Date.now());\n  }\n}\n```\n\n## Resources\n- [Instantly Rate Limits](https:\u002F\u002Fdocs.instantly.com\u002Frate-limits)\n- [p-queue Documentation](https:\u002F\u002Fgithub.com\u002Fsindresorhus\u002Fp-queue)\n\n## Next Steps\nFor security configuration, see `instantly-security-basics`.",{"name":5,"author":52,"license":15,"version":53,"description":54,"allowed-tools":55},"Jeremy Longshore \u003Cjeremy@intentsolutions.io>","1.0.0","Implement Instantly rate limiting, backoff, and idempotency patterns.\nUse when handling rate limit errors, implementing retry logic,\nor optimizing API request throughput for Instantly.\nTrigger with phrases like \"instantly rate limit\", \"instantly throttling\",\n\"instantly 429\", \"instantly retry\", \"instantly backoff\".\n","Read, Write, Edit","main","90b50ed0778745a80fd5bfb13b1843d45b9e82f7","tests\u002Fext_conformance\u002Fartifacts\u002Fplugins-community\u002Fplugins\u002Fsaas-packs\u002Finstantly-pack\u002Fskills\u002Finstantly-rate-limits",231,"https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust","https:\u002F\u002Fgithub.com\u002FDicklesworthstone","https:\u002F\u002Fwww.jeffreyemanuel.com\u002F","Building in NY","2026-11-12 03:15:57",{"source":8,"skillName":5,"commands":66,"prompt":76,"zipAvailable":77},[67,70,73],{"tool":68,"command":69},"npx","npx skills add Dicklesworthstone\u002Fpi_agent_rust --skill instantly-rate-limits",{"tool":71,"command":72},"bunx","bunx skills add Dicklesworthstone\u002Fpi_agent_rust --skill instantly-rate-limits",{"tool":74,"command":75},"pnpm","pnpm dlx skills add Dicklesworthstone\u002Fpi_agent_rust --skill instantly-rate-limits","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Fplugins-community\u002Fplugins\u002Fsaas-packs\u002Finstantly-pack\u002Fskills\u002Finstantly-rate-limits\u002FSKILL.md",true,[],[80,119,143,169,196,218],{"skillNo":81,"name":82,"nameZh":6,"description":83,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":84,"licenseFileUrl":85,"sourceHtmlUrl":86,"categories":87,"keywords":93,"publishedAt":47},"01M6FEGPPK0ZTKCCM0R3E3KS33","web-artifacts-builder","Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn\u002Fui). 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Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fsecurity\u002Fwebapp-testing\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fsecurity\u002Fwebapp-testing\u002FSKILL.md",[126,129],{"categoryNo":127,"categoryName":128,"taxonomyType":91,"taxonomyTypeDesc":92},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":89,"categoryName":90,"taxonomyType":91,"taxonomyTypeDesc":92},[131,132,133,99,134,135,95,136,137,138,109,139,140,141,142,34,27],"testing","webapp testing","webapp","screenshots","playwright","debugging","toolkit","browser","logs","applications","behavior","local",{"skillNo":144,"name":145,"nameZh":6,"description":146,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":147,"sourceHtmlUrl":148,"categories":149,"keywords":150,"publishedAt":47},"01M6FE20F7ZTQBFWKF4MPJ2SBX","neuropixels-analysis","Neuropixels neural recording analysis. Load SpikeGLX\u002FOpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen\u002FIBL curation, AI-assisted visual analysis, for Neuropixels 1.0\u002F2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fscientific\u002Fneuropixels-analysis\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fscientific\u002Fneuropixels-analysis\u002FSKILL.md",[],[151,152,153,154,155,156,157,158,41,159,160,161,162,163,164,165,34,166,167,168,27,24],"analysis","neuropixels analysis","spike","metrics","data","open","quality","user","recordings","Neural","motion","visual","quality metrics","unit","sorting","curation","recording","load",{"skillNo":170,"name":171,"nameZh":6,"description":172,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":84,"licenseFileUrl":173,"sourceHtmlUrl":174,"categories":175,"keywords":179,"publishedAt":47},"01M6FDP0PDK6F1GGX395C7625Z","skill-creator","Guide for creating effective skills. 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Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fnotebooklm\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fnotebooklm\u002FSKILL.md",[203],{"categoryNo":177,"categoryName":178,"taxonomyType":91,"taxonomyTypeDesc":92},[198,205,206,207,208,209,210,138,211,212,41,213,214,215,216,27,217],"google","browser automation","gemini","automation","auth","code","library","management","only","document","query","Citation","source",{"skillNo":219,"name":220,"nameZh":6,"description":221,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":84,"licenseFileUrl":222,"sourceHtmlUrl":223,"categories":224,"keywords":231,"publishedAt":47},"01M6FDHPXE10J3XGTCH5HBHS1M","slack-gif-creator","Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"make me a GIF of X doing Y for Slack.\"","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fenterprise-communication\u002Fslack-gif-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fenterprise-communication\u002Fslack-gif-creator\u002FSKILL.md",[225,228],{"categoryNo":226,"categoryName":227,"taxonomyType":91,"taxonomyTypeDesc":92},"01JBSEEDCAT000000000000005","邮件与沟通",{"categoryNo":229,"categoryName":230,"taxonomyType":91,"taxonomyTypeDesc":92},"01JBSEEDCAT000000000000016","图像与多媒体",[232,233,234,181,235,110,236,237,186,41,238,193,239,240,241,27,25,24],"slack gif creator","slack","gif","validation","constraints","Animation","me","make","Utilities","concepts"]