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Use when the user needs to process async jobs, consume from a\n  queue, run Celery\u002FSidekiq\u002FBullMQ\u002FAsynq\u002FOban workers, handle graceful\n  shutdown with SIGTERM, wire a worker to Key Value (Redis), or choose between\n  workers and cron jobs for background work.\n  Trigger terms: background worker, async jobs, queue consumer, Celery,\n  Sidekiq, BullMQ, Asynq, Oban, job processing, SIGTERM, graceful shutdown.\nlicense: MIT\ncompatibility: Render background worker services\nmetadata:\n  author: Render\n  version: \"1.0.0\"\n  category: compute\n---\n\n# Render Background Workers\n\nThis skill explains **worker** services on Render: processes that **consume jobs from a queue** instead of serving HTTP. Pair with **render-blueprints**, **render-env-vars**, and **render-networking** when wiring `render.yaml` and private connectivity.\n\n## When to Use\n\n- Designing or debugging **queue-backed workers** (Celery, Sidekiq, BullMQ, Asynq, etc.)\n- Choosing between a **worker**, **Cron Job**, or **Workflow** for background work\n- Configuring **Render Key Value** as a **broker** (not a cache) with correct **eviction policy**\n- Implementing **graceful shutdown** so in-flight jobs are not lost on deploy\n\nPer-framework setup and signal-handling detail: `references\u002Fqueue-framework-setup.md`, `references\u002Fgraceful-shutdown.md`.\n\n## How Workers Work\n\n- **Long-running services** with **no inbound (HTTP) traffic**. Render does not expose a public URL or internal hostname for workers the way it does for web or private services—**workers cannot receive private network traffic directed at them**.\n- The typical pattern is a **poll loop**: the process connects to a **queue backend** (often **Render Key Value**, Redis-compatible **Valkey 8**) and **pulls jobs**.\n- Workers **can initiate outbound connections** on the private network—to **PostgreSQL**, **Key Value**, **private services**, **web services** (internal URLs), and the public internet—subject to your plan and firewall rules.\n\n## Queue Framework Overview\n\n| Framework | Language | Queue backend | Notes |\n|-----------|----------|---------------|--------|\n| Celery | Python | Redis \u002F Key Value | Most common Python task queue |\n| Sidekiq | Ruby | Redis \u002F Key Value | Standard for Rails |\n| BullMQ | Node.js | Redis \u002F Key Value | Modern Node queue (Redis-based) |\n| Asynq | Go | Redis \u002F Key Value | Go async task processing |\n| Oban | Elixir | **Postgres** (not Redis) | Queue stored in the database |\n\n## Pairing with Key Value\n\n- Use **Render Key Value** as the **job broker** when your framework expects Redis.\n- Set **maxmemory policy** to **`noeviction`**. **`allkeys-lru`** and similar policies are for **caches**; evicting queue keys **drops jobs**.\n- Wire **`REDIS_URL`** (or your framework’s equivalent) via **`fromService`** with `type: keyvalue` and `property: connectionString` in the Blueprint.\n- **Blueprints require `ipAllowList`** on Key Value—include the CIDRs that should reach the instance (often `[]` for private-network-only access; see **render-blueprints** \u002F Key Value field reference).\n\nSee `references\u002Fqueue-framework-setup.md` for minimal app + YAML examples.\n\n## Worker vs Cron vs Workflow\n\n| Need | Use | Why |\n|------|-----|-----|\n| Always-on queue consumer | **Background Worker** | Polls continuously; long-lived process |\n| Periodic scheduled task | **Cron Job** | Runs on a schedule, **exits**; **12h max** per run |\n| Distributed parallel compute | **Workflow** | Each run gets its own instance; fan-out patterns |\n| High-volume or bursty jobs | **Workflow** | Scales per run; **no idle instance cost** between runs |\n\n## Graceful Shutdown\n\n- Before stopping an instance, Render sends **`SIGTERM`**, then waits up to **`maxShutdownDelaySeconds`** (**1–300**, **default 30**) before **`SIGKILL`**.\n- Workers should: **(1)** stop accepting new jobs, **(2)** finish the current job or **checkpoint** progress, **(3)** close connections, **(4)** exit **0**.\n- Set **`maxShutdownDelaySeconds`** to at least your **longest safe job duration** (see Dashboard or Blueprint).\n\nLanguage- and framework-specific handlers: `references\u002Fgraceful-shutdown.md`.\n\n## Blueprint Configuration\n\nMinimal pattern: **`type: worker`**, **`runtime`**, **`buildCommand`**, **`startCommand`**, and **`envVars`** wired from Key Value.\n\n```yaml\nservices:\n  - type: keyvalue\n    name: jobs\n    plan: starter\n    region: oregon\n    ipAllowList: []\n\n  - type: worker\n    name: task-worker\n    runtime: python\n    region: oregon\n    plan: starter\n    buildCommand: pip install -r requirements.txt\n    startCommand: celery -A tasks worker --loglevel=info\n    envVars:\n      - key: REDIS_URL\n        fromService:\n          name: jobs\n          type: keyvalue\n          property: connectionString\n```\n\nOptional: **`maxShutdownDelaySeconds`** on the worker service for longer draining jobs.\n\n## References\n\n| Topic | File |\n|--------|------|\n| Celery, Sidekiq, BullMQ, Asynq, Oban setup + YAML | `references\u002Fqueue-framework-setup.md` |\n| SIGTERM, `maxShutdownDelaySeconds`, per-language patterns | `references\u002Fgraceful-shutdown.md` |\n\n## Related Skills\n\n- **render-deploy** — First deploy, CLI, service creation\n- **render-blueprints** — Full `render.yaml` schema, `fromService`, projects\n- **render-networking** — Private URLs, what can call what\n- **render-scaling** — Worker plans, instance counts, limits\n",{"data":34,"body":39},{"name":4,"description":6,"license":25,"compatibility":35,"metadata":36},"Render background worker services",{"author":13,"version":37,"category":38},"1.0.0","compute",{"type":40,"children":41},"root",[42,50,101,108,185,205,211,312,318,473,479,619,631,637,766,772,892,903,909,965,1326,1341,1347,1408,1414,1469],{"type":43,"tag":44,"props":45,"children":46},"element","h1",{"id":4},[47],{"type":48,"value":49},"text","Render Background Workers",{"type":43,"tag":51,"props":52,"children":53},"p",{},[54,56,62,64,69,71,76,78,83,85,90,92,99],{"type":48,"value":55},"This skill explains ",{"type":43,"tag":57,"props":58,"children":59},"strong",{},[60],{"type":48,"value":61},"worker",{"type":48,"value":63}," services on Render: processes that ",{"type":43,"tag":57,"props":65,"children":66},{},[67],{"type":48,"value":68},"consume jobs from a queue",{"type":48,"value":70}," instead of serving HTTP. 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Use when the user needs chart or diagram accessibility guidance, text alternatives for complex visuals, color and contrast review, keyboard support, reduced-motion behavior for animation or parallax, or an accessibility QA workflow for exported figures, UML-like diagrams, and dashboards.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1483,1486,1489,1492],{"name":1484,"slug":1485,"type":15},"Accessibility","accessibility",{"name":1487,"slug":1488,"type":15},"Charts","charts",{"name":1490,"slug":1491,"type":15},"Data Visualization","data-visualization",{"name":1493,"slug":1494,"type":15},"Design","design",{"slug":1496,"name":1496,"fn":1497,"description":1498,"org":1499,"tags":1500,"stars":22,"repoUrl":23,"updatedAt":1510},"agent-browser","automate browser interactions for agents","Browser automation CLI for AI agents. Use when the user needs to interact with websites, verify dev server output, test web apps, navigate pages, fill forms, click buttons, take screenshots, extract data, or automate any browser task. Also triggers when a dev server starts so you can verify it visually.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1501,1504,1507],{"name":1502,"slug":1503,"type":15},"Agents","agents",{"name":1505,"slug":1506,"type":15},"Browser Automation","browser-automation",{"name":1508,"slug":1509,"type":15},"Testing","testing","2026-04-06T18:41:03.44016",{"slug":1512,"name":1512,"fn":1513,"description":1514,"org":1515,"tags":1516,"stars":22,"repoUrl":23,"updatedAt":1522},"agent-browser-verify","verify dev server output with automated browser","Automated browser verification for dev servers. Triggers when a dev server starts to run a visual gut-check with agent-browser — verifies the page loads, checks for console errors, validates key UI elements, and reports pass\u002Ffail before continuing.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1517,1518,1521],{"name":1505,"slug":1506,"type":15},{"name":1519,"slug":1520,"type":15},"Local Development","local-development",{"name":1508,"slug":1509,"type":15},"2026-04-06T18:41:17.526867",{"slug":1524,"name":1524,"fn":1525,"description":1526,"org":1527,"tags":1528,"stars":22,"repoUrl":23,"updatedAt":1542},"agents-sdk","build AI agents on Cloudflare Workers","Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1529,1530,1533,1536,1539],{"name":1502,"slug":1503,"type":15},{"name":1531,"slug":1532,"type":15},"Cloudflare Workers","cloudflare-workers",{"name":1534,"slug":1535,"type":15},"SDK","sdk",{"name":1537,"slug":1538,"type":15},"Serverless","serverless",{"name":1540,"slug":1541,"type":15},"WebSockets","websockets","2026-04-06T18:39:51.717063",{"slug":1544,"name":1544,"fn":1545,"description":1546,"org":1547,"tags":1548,"stars":22,"repoUrl":23,"updatedAt":1564},"ai-elements","build chat UIs with AI Elements","AI Elements component library guidance — pre-built React components for AI interfaces built on shadcn\u002Fui. Use when building chat UIs, message displays, tool call rendering, streaming responses, reasoning panels, or any AI-native interface with the AI SDK.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1549,1552,1555,1558,1561],{"name":1550,"slug":1551,"type":15},"Frontend","frontend",{"name":1553,"slug":1554,"type":15},"React","react",{"name":1556,"slug":1557,"type":15},"shadcn\u002Fui","shadcn-ui",{"name":1559,"slug":1560,"type":15},"UI Components","ui-components",{"name":1562,"slug":1563,"type":15},"Vercel","vercel","2026-04-06T18:40:59.619419",{"slug":1566,"name":1566,"fn":1567,"description":1568,"org":1569,"tags":1570,"stars":22,"repoUrl":23,"updatedAt":1584},"ai-gateway","configure Vercel AI Gateway","Vercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified API.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1571,1574,1577,1580,1583],{"name":1572,"slug":1573,"type":15},"AI Infrastructure","ai-infrastructure",{"name":1575,"slug":1576,"type":15},"Cost Optimization","cost-optimization",{"name":1578,"slug":1579,"type":15},"LLM","llm",{"name":1581,"slug":1582,"type":15},"Performance","performance",{"name":1562,"slug":1563,"type":15},"2026-04-06T18:40:44.377464",{"slug":1586,"name":1586,"fn":1587,"description":1588,"org":1589,"tags":1590,"stars":22,"repoUrl":23,"updatedAt":1596},"ai-generation-persistence","implement persistence patterns for AI generations","AI generation persistence patterns — unique IDs, addressable URLs, database storage, and cost tracking for every LLM generation",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1591,1592,1595],{"name":1575,"slug":1576,"type":15},{"name":1593,"slug":1594,"type":15},"Database","database",{"name":1578,"slug":1579,"type":15},"2026-04-06T18:41:08.513425",600,{"items":1599,"total":1794},[1600,1621,1644,1661,1677,1692,1711,1723,1737,1751,1763,1778],{"slug":1601,"name":1601,"fn":1602,"description":1603,"org":1604,"tags":1605,"stars":1618,"repoUrl":1619,"updatedAt":1620},"prior-auth-packet-builder","build healthcare prior authorization packets","Build a concise prior authorization packet from local case files and payer policy docs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1606,1609,1612,1615],{"name":1607,"slug":1608,"type":15},"Documents","documents",{"name":1610,"slug":1611,"type":15},"Healthcare","healthcare",{"name":1613,"slug":1614,"type":15},"Insurance","insurance",{"name":1616,"slug":1617,"type":15},"Regulatory Compliance","regulatory-compliance",28169,"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-agents-python","2026-04-16T05:11:39.180399",{"slug":1622,"name":1622,"fn":1623,"description":1624,"org":1625,"tags":1626,"stars":1641,"repoUrl":1642,"updatedAt":1643},"aspnet-core","build ASP.NET Core web applications","Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use when working on Blazor Web Apps, Razor Pages, MVC, Minimal APIs, controller-based Web APIs, SignalR, gRPC, middleware, dependency injection, configuration, authentication, authorization, testing, performance, deployment, or ASP.NET Core upgrades.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1627,1630,1632,1635,1638],{"name":1628,"slug":1629,"type":15},".NET","dotnet",{"name":1631,"slug":1622,"type":15},"ASP.NET Core",{"name":1633,"slug":1634,"type":15},"Blazor","blazor",{"name":1636,"slug":1637,"type":15},"C#","csharp",{"name":1639,"slug":1640,"type":15},"Web Development","web-development",23787,"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fskills","2026-04-12T05:07:02.819491",{"slug":1645,"name":1645,"fn":1646,"description":1647,"org":1648,"tags":1649,"stars":1641,"repoUrl":1642,"updatedAt":1660},"chatgpt-apps","build ChatGPT Apps SDK applications","Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, register UI resources, wire the MCP Apps bridge or ChatGPT compatibility APIs, apply Apps SDK metadata or CSP or domain settings, or produce a docs-aligned project scaffold. Prefer a docs-first workflow by invoking the openai-docs skill or OpenAI developer docs MCP tools before generating code.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1650,1653,1656,1659],{"name":1651,"slug":1652,"type":15},"Apps SDK","apps-sdk",{"name":1654,"slug":1655,"type":15},"ChatGPT","chatgpt",{"name":1657,"slug":1658,"type":15},"MCP","mcp",{"name":9,"slug":8,"type":15},"2026-04-12T05:07:05.468097",{"slug":1662,"name":1662,"fn":1663,"description":1664,"org":1665,"tags":1666,"stars":1641,"repoUrl":1642,"updatedAt":1676},"cli-creator","build CLIs from API docs","Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script. Use when the user wants Codex to create a command-line tool that can run from any repo, expose composable read\u002Fwrite commands, return stable JSON, manage auth, and pair with a companion skill.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1667,1670,1673],{"name":1668,"slug":1669,"type":15},"API Development","api-development",{"name":1671,"slug":1672,"type":15},"CLI","cli",{"name":1674,"slug":1675,"type":15},"Codex","codex","2026-04-12T05:07:04.132762",{"slug":1678,"name":1678,"fn":1679,"description":1680,"org":1681,"tags":1682,"stars":1641,"repoUrl":1642,"updatedAt":1691},"cloudflare-deploy","deploy projects to Cloudflare","Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1683,1686,1689,1690],{"name":1684,"slug":1685,"type":15},"Cloudflare","cloudflare",{"name":1687,"slug":1688,"type":15},"Cloudflare Pages","cloudflare-pages",{"name":1531,"slug":1532,"type":15},{"name":20,"slug":21,"type":15},"2026-04-12T05:07:14.275118",{"slug":1693,"name":1693,"fn":1694,"description":1695,"org":1696,"tags":1697,"stars":1641,"repoUrl":1642,"updatedAt":1710},"define-goal","define and set measurable project goals","Help the user define a concrete, measurable goal before starting work, especially when they ask to use the goal tool, create a goal, set an objective, clarify success criteria, or turn a fuzzy intention into a quantitative outcome. Use this skill for goal creation and goal refinement only; it does not manage durable snapshots, decision logs, or long-running execution artifacts.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1698,1701,1704,1707],{"name":1699,"slug":1700,"type":15},"Productivity","productivity",{"name":1702,"slug":1703,"type":15},"Project Management","project-management",{"name":1705,"slug":1706,"type":15},"Strategy","strategy",{"name":1708,"slug":1709,"type":15},"Task Management","task-management","2026-05-23T06:17:16.870838",{"slug":1712,"name":1712,"fn":1713,"description":1714,"org":1715,"tags":1716,"stars":1641,"repoUrl":1642,"updatedAt":1722},"figma","translate Figma designs into code","Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1717,1718,1720,1721],{"name":1493,"slug":1494,"type":15},{"name":1719,"slug":1712,"type":15},"Figma",{"name":1550,"slug":1551,"type":15},{"name":1657,"slug":1658,"type":15},"2026-04-12T05:06:47.939943",{"slug":1724,"name":1724,"fn":1725,"description":1726,"org":1727,"tags":1728,"stars":1641,"repoUrl":1642,"updatedAt":1736},"figma-code-connect-components","connect Figma designs to code components","Connects Figma design components to code components using Code Connect mapping tools. Use when user says \"code connect\", \"connect this component to code\", \"map this component\", \"link component to code\", \"create code connect mapping\", or wants to establish mappings between Figma designs and code implementations. For canvas writes via `use_figma`, use `figma-use`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1729,1730,1733,1734,1735],{"name":1493,"slug":1494,"type":15},{"name":1731,"slug":1732,"type":15},"Design System","design-system",{"name":1719,"slug":1712,"type":15},{"name":1550,"slug":1551,"type":15},{"name":1559,"slug":1560,"type":15},"2026-05-10T05:59:52.971881",{"slug":1738,"name":1738,"fn":1739,"description":1740,"org":1741,"tags":1742,"stars":1641,"repoUrl":1642,"updatedAt":1750},"figma-create-design-system-rules","generate design system rules from Figma","Generates custom design system rules for the user's codebase. Use when user says \"create design system rules\", \"generate rules for my project\", \"set up design rules\", \"customize design system guidelines\", or wants to establish project-specific conventions for Figma-to-code workflows. Requires Figma MCP server connection.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1743,1744,1745,1748,1749],{"name":1493,"slug":1494,"type":15},{"name":1731,"slug":1732,"type":15},{"name":1746,"slug":1747,"type":15},"Documentation","documentation",{"name":1719,"slug":1712,"type":15},{"name":1550,"slug":1551,"type":15},"2026-05-16T06:07:47.821474",{"slug":1752,"name":1752,"fn":1753,"description":1754,"org":1755,"tags":1756,"stars":1641,"repoUrl":1642,"updatedAt":1762},"figma-implement-design","translate Figma designs into application code","Translates Figma designs into production-ready application code with 1:1 visual fidelity. Use when implementing UI code from Figma files, when user mentions \"implement design\", \"generate code\", \"implement component\", provides Figma URLs, or asks to build components matching Figma specs. For Figma canvas writes via `use_figma`, use `figma-use`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1757,1758,1759,1760,1761],{"name":1493,"slug":1494,"type":15},{"name":1719,"slug":1712,"type":15},{"name":1550,"slug":1551,"type":15},{"name":1559,"slug":1560,"type":15},{"name":1639,"slug":1640,"type":15},"2026-05-16T06:07:40.583615",{"slug":1764,"name":1764,"fn":1765,"description":1766,"org":1767,"tags":1768,"stars":1641,"repoUrl":1642,"updatedAt":1777},"hatch-pet","create animated pets for Codex","Create, repair, validate, visually QA, and package Codex-compatible animated pets and pet spritesheets from character art, generated images, company or prospect brand cues, or visual references. Use when a user wants a lightweight-worker Codex pet workflow, a non-pixel custom pet style, a prospect or company mascot pet, or a full 8x9 animated pet atlas with transparent unused cells, QA contact sheets, and pet.json packaging. This skill composes the installed $imagegen system skill for visual generation and uses bundled scripts for deterministic spritesheet assembly.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1769,1772,1773,1776],{"name":1770,"slug":1771,"type":15},"Animation","animation",{"name":1674,"slug":1675,"type":15},{"name":1774,"slug":1775,"type":15},"Creative","creative",{"name":1493,"slug":1494,"type":15},"2026-05-02T05:31:48.48485",{"slug":1779,"name":1779,"fn":1780,"description":1781,"org":1782,"tags":1783,"stars":1641,"repoUrl":1642,"updatedAt":1793},"imagegen","generate and edit raster images","Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG\u002Fvector\u002Fcode-native assets, extending an established icon or logo system, or building the visual directly in HTML\u002FCSS\u002Fcanvas.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1784,1785,1786,1789,1792],{"name":1774,"slug":1775,"type":15},{"name":1493,"slug":1494,"type":15},{"name":1787,"slug":1788,"type":15},"Image Generation","image-generation",{"name":1790,"slug":1791,"type":15},"Images","images",{"name":9,"slug":8,"type":15},"2026-05-15T06:23:24.312127",675]