The complete CLI design language distilled from TT-Studio's python run.py, made portable to any repo: the command surface (one self-bootstrapping entrypoint, grouped --help panels, early-dispatch utility flags, lifecycle symmetry, re-viewable state), the run's spine (a fixed phase stepper, one collapsing line per…
Draft TT-Studio GitHub release notes in the house style: study the last one or two published releases for structure and voice, diff the current release branch against the previous release tag/commit, then group the changes into 🚀 New Features / 🐛 Bug Fixes / 🔧 Technical Improvements with bold feature names and…
Make a change in TT-Studio the team way: branch off dev with a / branch, keep the diff minimal and in-scope, verify the running app via its health endpoints before pushing, leave every other branch untouched, and open a PR against dev with a human, professional title and description. Use whenever the user asks to…
Review third-party license attribution for TT-Studio when dependencies or bundled assets change, and keep the attribution files in sync. Use when a PR adds/updates a dependency (app/backend/requirements.txt, app/agent, inference-api, docker-control-service, or app/frontend/package.json), bundles a binary/model/weights…
Bring up a model that tt-inference-server lists as supported but that TT-Studio can't deploy today — add it to the catalog, deploy it on real hardware, triage failures layer by layer (tt-studio → tt-inference-server → tt-metal), verify fixes by hot-patching the running container, ship a patched GHCR image when…
The TT-Studio CLI skill — how the python run.py command-line interface (the ttsetup/ package) is built and how to change it the TT-Studio way: Typer CLI conventions (flag grouping, early-dispatch utility flags, --help/--help-env docs), package layout and the re-export pattern, the calm minimal-by-default terminal…
Triage a TT-Studio bug-report ZIP / log bundle (named tt-studio-logs-ttbr- or referenced as ttbr-) to root-cause why a model deploy, board allocation, or Voice Agent pipeline failed. Use when the user shares a path to a TT-Studio log bundle, mentions a bug report ID like ttbr- , or attaches a screenshot of the…
Project map for TT-Studio — what the platform is, where its docs live, its key components (React frontend, Django backend, FastAPI inference server, Docker), and the AI model types it supports. Use when you need a high-level orientation of the repo, want to know which doc covers a topic, or are trying to locate where…