hybridlabor-api

To build powerful frontend claude.ai artifacts, follow these steps:

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To test local web applications, write native Python Playwright scripts.

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Use when you have a spec or requirements for a multi-step task, before touching code

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Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar

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Create Zustand stores following established patterns with proper TypeScript types and middleware.

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Turn one sentence into a task line in the right to-do list, with project, priority and optional due date. Use for "add a to-do", "remember to ...", "put this on my list", "quick task". Nothing leaves your computer.

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Turn a release or ship recap into a social pack: posts per platform where every claim traces to a facts file, clip cut-downs per aspect ratio cut with ffmpeg and checked with ffprobe, hand-off for publishing only after GO. Use for "social pack for the release", "posts and clips for this launch", "announce the release".

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From a KiCad board to a parametric enclosure that fits it: ERC and DRC clean, board dimensions extracted, an OpenSCAD case with your clearance, Gerbers exported, fab hand-off only after GO. Use for "PCB to enclosure", "case for this board", "KiCad to OpenSCAD case".

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Turn a pb-ship recap, a changelog range or a quick recap into a newsletter email draft where every claim cites a source line, and send it only after GO. Use for "newsletter from the recap", "write the release newsletter", "email update from the changelog".

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Ship the day's work in one repo: triage new issues, review every open PR (description, visual recap, adversarial reviewer, shipping pre-flight and quality gate), merge only after GO, then post a status recap. Use for "ship it", "ship day", "merge the ready PRs", "end of work block".

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Turn a meeting transcript into clean notes, the decisions, and who does what by when, then draft the follow-up mail and send it only after your GO. Use for "meeting notes", "action items from this meeting", "who did what in this transcript", "who does what after the call".

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Run a security sweep over one repo: secrets, dependencies and the diff, a security review and a silent-failure hunt, one deduped and ranked findings report, issues filed for blocking findings only after GO, each one handed to pb-bug-fix. Use for "security sweep", "audit this repo", "check for leaked secrets and vulnerable deps".

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Build a show across lights (grandMA3), media (Resolume) and generative visuals (TouchDesigner) from one cue list, offline first. A lane whose console or app is not running is skipped and logged while the others continue; the live rig is touched only after GO. Use for "build the show", "cue list to grandMA3 Resolume and TouchDesigner", "show programming".

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Prepare a project for open sourcing: a sanitized fork with secrets and internal references stripped, a sanitizer verdict, README and LICENSE, then a new PRIVATE GitHub repo created and pushed only after GO. The playbook never makes the repo public. Use for "open source this project", "make a sanitized fork", "prepare a public release".

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Run one control session over several Claude Code, Codex or OpenCode sessions: roster, status board, GO board, GO <session> tokens, idle notices and a handover file. Use for "master session", "supervise my sessions", "run several agents", "one control window".

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Overhaul one app's UI against an audit: UX audit and UI review of the running app, current versus proposed design tokens, a before/after visual plan, a startcycle build, point fixes, accessibility and browser tests, delivered as a PR after GO. Use for "redesign this app", "design overhaul", "audit and fix the UI", "give the app a new look".

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Turn a live app or landing page into a short launch video: composition brief, render in Hyperframes or Remotion, an ffprobe check per format, publish hand-off only after GO. Use for "launch video", "make a video of the shipped app", "promo clip for the landing page".

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Release a new AOS version to npm through the release-please PR: check the commit subjects, review and gate the release PR, merge it only after GO, watch the release workflow and check version drift. Use for "release AOS", "cut an AOS release", "merge the release PR", "publish a new AOS version".

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Turn your scattered to-do lists and notes into one prioritised plan for the week, with at most 3 must-do items per day. Use for "plan my week", "what should I do this week", "sort my to-dos", "weekly plan from my notes". Nothing leaves your computer unless you opt in to steps 4 or 8.

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Build and launch a landing page: confirmed copy without invented claims, a generated page in your brand tokens, UI and SEO review, deploy only after GO, then a check on the live URL. Use for "landing page", "launch page for this product", "ship a one-pager".

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Sort an email backlog into reply, delegate, archive and ignore, and draft the replies. Nothing is sent without your GO. Use for "inbox zero", "sort my mail", "clear my email backlog", "draft replies to my mail".

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Bring a new machine to a verified AOS installation: read-only doctor baseline, install after GO, MCP servers wired per harness with the configs backed up first, memB and OpenWiki checks, and a second doctor run for the delta. Use for "set up this machine", "onboard a new computer", "install AOS on this laptop".

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Turn one reference image into a cleaned, scaled 3D asset: your own image-to-3D ComfyUI workflow makes the mesh, Blender decimates it to a poly budget, fixes scale, origin and material, and exports a .glb. Use for "image to 3D", "make a 3D model from this picture", "photo to glb".

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Turn an idea into a deployed prototype: a spec from brainstorming, a visual plan of the ComfyUI workflow, a prototype built with startcycle, one hero image, green CI, then push and deploy after separate GOs. Use for "idea to launch", "from idea to a live prototype", "build and deploy this idea".

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