Less friction between the idea and the thing done. Klaus plans, edits files, runs commands and verifies results inside your real project — and checks with you before the moves that matter.
Every subscription you already pay for plugs into one Klaus. Pick a model per chat, stop switching between clients, and actually use the quota you have.
Send the hardest calls to an advisor, complex work to a strong model, and simple jobs to a fast cheap one. Quality holds, and so do your costs and your wait times.
Some work needs someone else's computer, files or judgement. @ a friend inside a task, their agent picks it up, and both agents push the same thing forward on their own machines.
From code changes to the checks you run every day — it's all real work.
It reads your code, edits files and runs the tests, then tells you what changed and how it was verified. Changes are listed per file, and each can be undone or reviewed.
Extract the retry logic from fetch_json in api_client.py into its own retry.py module, have api_client call it, and add unit tests for retry.py until they pass
A cross-module refactor starts as a plan it waits on you to approve; afterwards each file is reviewed before anything is committed.
Backend engineer
The dependency check runs as a nightly scheduled task, so the findings are waiting first thing in the morning.
Operations lead
Runs klaus review in the terminal before merging; every finding comes with its evidence, and the call on what to fix stays theirs.
Full-stack engineer
Clears permission requests from an iPhone on the commute, and the task has moved on by the time they reach the office.
Indie developer
Hands over tasks right inside the real project folder; the changes land in the files themselves, with no copying code back and forth.
Startup technical co-founder
Connects the model subscription they already have for data cleaning and analysis; it runs on their own quota, and Klaus charges nothing on top.
Data analyst
With memory on, the team's release process and weekly-report format are remembered, so they never have to be explained twice.
Engineering manager
No command line to learn: pick a project folder, say what you want in one sentence, and it starts.
Product manager
Here's what else Klaus can take off your plate.
Turn memory on and your project conventions, release process and preferences accumulate as you work. Every entry can be viewed, edited and deleted.
MemoryWrite a routine you repeat as a skill and reuse it in one sentence. Plugins and MCP tools are picked up per task.
SkillsThe built-in browser looks things up and runs verification pages for you; cross-app work goes through Computer Use, executed in front of you the whole time.
Browser and computer controlSplit a large task across sub-agents running at once. Their plans, progress and artifacts all live in the Overview panel.
Overview panelChanges land on separate branches that don't interfere, so several things can run at once — and you decide what gets merged.
Parallel worktreesWhen the requirement isn't settled yet, write the spec document together first and start implementing once it's final.
Spec modePlug in your own Claude Code, Codex, Qoder, Kimi, MiniMax or Zhipu subscription, or enter an OpenAI-compatible endpoint. It runs on your account and your quota — Klaus neither meters nor reports it — and each of the high, medium and low effort levels can use a different model.
