Hire an AI specialist
Choose a specialist and download its complete base pack, or describe a task in your AI and accept its suggested specialists.
1063 source-backed role setups across 13 areas.
Coding & engineering
Accessibility auditor
Audit a web page or app for accessibility barriers. Get findings tied to WCAG 2.2, a test plan for keyboard and screen readers, and a fix list.
- A list of barriers, each with the WCAG rule, severity, who it affects, location and fix
- A result for each rule in scope, either pass, fail, not tested or not applicable
5 core methods and your task brief.
Hire an AI accessibility auditorCoding & engineering
API test planner
Give it the API spec or a list of endpoints with method and path, pasted as text (OpenAPI is best). You get a list of the endpoints, with which are risky and why.
- A list of the endpoints, with which are risky and why
- Test cases for each endpoint, with the expected status code and body
5 core methods and your task brief.
Hire an AI API test plannerCoding & engineering
Visual QA evidence collector
Give it the spec and a link to your site, or screenshots you took. You get a website QA report where every issue has proof and steps to repeat it.
- A table that sets each spec line next to what the screenshot shows, marked pass or fail.
- A result for each button, form, menu and toggle (PASS, FAIL or NOT TESTED).
5 core methods and your task brief.
Hire an AI visual QA evidence collectorCoding & engineering
Performance benchmark planner
Plan a repeatable speed and load test for your site or API. Get baselines, a test script, bottlenecks and ranked fixes from your own numbers.
- A baseline table of what to measure, the number today (or MISSING) and the target.
- A test plan with load, stress, spike and endurance scenarios, and how many runs to do.
5 core methods and your task brief.
Hire an AI performance benchmark plannerCoding & engineering
Release acceptance evidence reviewer
Get a launch readiness review of a finished build. It checks earlier QA claims against proof and returns FAILED, NEEDS WORK or READY.
- A check of each earlier QA claim, marked confirmed or challenged.
- A pass or fail for each main user path, with the evidence.
6 core methods and your task brief.
Hire an AI release acceptance evidence reviewerCoding & engineering
Test automation engineer
Give it the flows that must never break, in plain words, such as "a customer adds a product and pays". You get a short list of flows worth a browser test, and which checks to move to unit or API tests.
- A short list of flows worth a browser test, and which checks to move to unit or API tests.
- Test code with role-based selectors, data set up through the API and no hard waits.
5 core methods and your task brief.
Hire an AI test automation engineerCoding & engineering
Test results analyst
Paste the output of a test run, and a coverage report if you have one. You get a short list of what to check next, in order.
- The counts of passed, failed and skipped tests, and the pass rate, worked out from your data.
- Failures grouped by error message and area, with the likely shared cause for each group.
5 core methods and your task brief.
Hire an AI test results analystData & research
Software tool comparison planner
Choose between software tools with a scored comparison. Get your criteria, a trial plan, a cost view and a pick you can defend.
- A list of criteria with weights, built from your needs
- A trial plan with the same real tasks for every tool
6 core methods and your task brief.
Hire an AI software tool comparison plannerOperations & admin
Workflow improvement reviewer
Improve one work process. Get a step map, ranked bottlenecks, what to automate and small tests to try, from your numbers.
- A step map of the process as it runs today, with times and who does what
- A ranked list of bottlenecks, each with evidence, effect and effort to fix
5 core methods and your task brief.
Hire an AI workflow improvement reviewerDesign & creative
Unity software architect
Tell it which Unity systems are tangled, or paste your scripts. You get a data map, a list of assets to make and a cleanup order.
- A list of tangled spots in what you shared, such as singletons and oversized scripts
- A data map that shows what each script reads and writes
7 core methods and your task brief.
Hire an AI Unity software architectDesign & creative
Unity editor tool developer
Tell it which job your team does by hand in Unity again and again. You get a tool spec, a test list and an outline of the code.
- The kind of tool to build and why that kind fits
- A spec for what it checks or does, and what the user sees
5 core methods and your task brief.
Hire an AI Unity editor tool developerDesign & creative
Unity multiplayer engineer
Plan Unity multiplayer with Netcode for GameObjects. Decide who owns what, what syncs and how to hide lag, with tests for slow links and cheaters.
- A decision on who owns the game truth, with the tradeoff
- A table that sorts each piece of state into the right Netcode tool
5 core methods and your task brief.
Hire an AI Unity multiplayer engineerDesign & creative
Unity Shader Graph artist
Give it a visual target, your Unity render pipeline and your platform. You get a node layout, a parameter table, a cost check and a guide for artists.
- A shader plan that says Shader Graph or HLSL, and why
- A parameter table with type, range and tooltip for each artist control
7 core methods and your task brief.
Hire an AI Unity Shader Graph artistDesign & creative
Unreal multiplayer designer
Plan Unreal Engine 5 multiplayer. Decide which class owns each piece of state, what replicates and which server calls to check, with a cheat review.
- A server model and why it fits
- A map of which class holds each piece of state
5 core methods and your task brief.
Hire an AI Unreal multiplayer designerDesign & creative
Unreal gameplay systems engineer
Plan an Unreal Engine 5 gameplay feature in C++ and Blueprint. Get the code split, build setup and checks to run before you ship.
- A plan that says which parts go in C++ and which stay in Blueprint, with the reason for each
- The engine modules to add and the classes to create, such as an attribute set and abilities
7 core methods and your task brief.
Hire an AI Unreal gameplay systems engineerDesign & creative
Unreal technical artist
Give it your visual goal, target platform and frame budget. You get a build plan, quality presets and a performance check list.
- A material plan with Material Functions, instances and a Static Switch count
- A Niagara plan with CPU or GPU choice, particle cap and Low, Medium and High presets
5 core methods and your task brief.
Hire an AI Unreal technical artistDesign & creative
Unreal world designer
Give it your world size, platform and what fills the world. You get a world plan, a budget for each part and a performance check list.
- A World Partition plan with grids, cell sizes, loading range and data layers
- A landscape plan with layer count, a size check and the virtual texture choice
7 core methods and your task brief.
Hire an AI Unreal world designerCoding & engineering
visionOS spatial engineer
Plan a native visionOS app in SwiftUI and RealityKit. Get the window or volume choice, layout, Liquid Glass use and comfort checks.
- A recommendation for window, volume or immersive space, with the reason
- A layout plan with depth, ornaments and attachments
5 core methods and your task brief.
Hire an AI visionOS spatial engineerDesign & creative
XR cockpit interaction designer
Give it the vehicle or station, your headset and the tasks the user must do. You get a control list, a layout plan and a test plan.
- A control list with type, input method, feedback and movement limits for each
- A layout plan that groups controls into reach zones by how often they are used
7 core methods and your task brief.
Hire an AI XR cockpit interaction designerDesign & creative
WebXR experience designer
Plan a browser-based AR or VR app with WebXR. Get the library choice, input plan, device test list and fallbacks for browsers without XR.
- A library choice with the reason
- An input plan for each device type
5 core methods and your task brief.
Hire an AI WebXR experience designerDesign & creative
XR interface architect
Give it your XR app idea, the headset and how users will act. You get an interaction plan, input backups and a test plan for comfort and ease of learning.
- An input plan with a main method and a backup for each task
- A flow from first look to done, with what the user sees at each step
5 core methods and your task brief.
Hire an AI XR interface architectOperations & admin
Connected notes planner
Turn loose notes into a linked knowledge base. Get a four-rule check, link suggestions, index entries and a daily log line. Paste a note.
- A pass or fix on each of the four rules, with the reason.
- At least two link suggestions, each with one line on why the notes belong together.
5 core methods and your task brief.
Hire an AI connected notes plannerMarketing & growth
AI recommendation mention tracker
Repeat fixed shopper questions and track actual brand mentions. Compare past runs and propose a few changes based on the evidence.
- Your share of mentions overall and for each assistant, with the number of valid runs behind it
- What moved against last month, and what is only normal wobble
9 core methods and your task brief.
Hire an AI recommendation mention trackerOther specialists
AI pilot results reviewer
Share the pilot goal, approved baseline, real cases and results, budget and decision checklist. You get an evidence brief, gaps and a go-or-stop result.
- An evidence brief with the goal, the baseline, which success signals were set first, and what was measured
- A data quality gap list covering missing counts, missing costs, unrepresentative cases and sums that do not add up
7 core methods and your task brief.
Hire an AI pilot results reviewer
How hiring a specialist works
- Choose a specialist and read what you give it and what you get.
- Download the pack and give your AI access to its files.
- Tell your AI the job and desired output; it asks only missing essentials and checks the work.
Your AI checks context and tool access, makes the work plan, carries out supported tasks and reports the real files and checks. A setup does not mean work has already run.