PLUXIX is shaped around real project moments: an issue to understand, a test to repair, a refactor to control or a repository to get moving.
Each use case starts with a goal, keeps the local project in scope and ends with evidence that a person can review.
A bug report is clear to a person but scattered across the repository.
Give the Agent the expected behavior, constraints and acceptance criteria. It can inspect the local project, trace the relevant files, make the change and run the focused checks.
A reviewable diff with the test evidence and any unresolved decision called out.
You need to make a change before you have the whole repository in your head.
Start with the local workspace and ask for the relevant path through routes, services, models, dependencies and tests. Keep the investigation in a durable thread.
A smaller working set and a concrete plan instead of repeated repository-wide context dumps.
A broad refactor is too risky to land as one opaque operation.
Ask for a plan first, separate independent workstreams when useful and keep each checkpoint tied to a diff and a verification step.
Smaller changes that can be reviewed, corrected or resumed without losing the thread.
The failure is visible; the cause is not.
Let the Agent inspect the local output, follow the code path, reproduce the failure and test the smallest credible fix under the workspace policy.
The original failure, the attempted fix and the verification status remain visible together.
Documentation, dependencies and routine maintenance drift when they compete with feature work.
Use focused tasks for documentation updates, dependency changes, test coverage and small cleanup. Keep the scope explicit and the proof proportional.
Maintenance work that is easy to schedule, inspect and hand off.
The project already lives in GitHub and needs a safe path to the developer machine.
Complete the GitHub device flow, discover an accessible repository, choose a local folder and open the first project chat.
A connected account and a local workspace ready for an actual engineering task.