Agent use cases — AgentSky

Use cases

Start with the job that needs doing. Every one of these runs on a cloud agent you pick.

Run this task on every agent in the arena and show me the verdicts side by side:
Evaluate agent stacks
Teams commit to an agent stack based on demos and benchmarks written to flatter the vendor, then rebuild after the first real project.

Migrate \[repo or directory\] from \[current stack\] to \[target stack\].
Keep the public behaviour identical, run the test suite after each module, and open a pull request when everything passes.
Migrate codebase
A codebase migration takes 8 hours. Claude Code stops when you close the laptop.
Review the diff on \[branch or PR URL\] against \[the standard you care about - the repo's rules file, a style guide, a past incident\].
Report only defects you can point to a line for, most severe first.
Code review workflows
Every new agent model forces teams to rebuild the infrastructure behind their review workflow.
Here is the Skill I want to test: \[paste or attach it\].
Run these \[N\] tasks with the Skill and again without it, and tell me which cases it actually changed.
Agent evals
Choosing an agent stack by gut feel means paying for the wrong one every month.

Every \[morning at 9am\], check \[the source - issue queue, alert channel, inbox\] and \[the routine job\].
If nothing needs me, say so in one line. If something does, do the work and tell me what you changed.
Background agents
Agents lose their context and work when the machine that started them goes offline.

Watch \[#channel\]. When someone posts \[the trigger\], do \[the job\] and reply in the thread with what you did.
Ask in the thread before anything that cannot be undone.
Agents in Slack
Your team doesn't run Claude Code. They use Slack.

Here are \[N\] items to work through: \[list, file, or query\].
Run one agent per item, apply the same instructions to each, and give me a single table of results with the failures separated out.
Agent fleet
Running many agent tasks in parallel means operating infrastructure teams never signed up to build.

Build me an agent that \[the job it does for your users\].
It should take \[inputs\], use \[tools or connections\], and return \[what your product shows the user\].
Launch your own agent
Building a hosted team agent means provisioning infrastructure before writing a single line of agent logic.
Use this video as the reference: \[attach the file or paste the link\].
Keep \[what works: the hook, the pacing, the format\] and replace \[the product, the host, the language\] with \[yours\].
Clone viral videos
Hypit needs Node, ffmpeg, a browser and a coding agent set up on a machine before the first cut, and the project lives wherever that machine is.