Borrowing it
Nothing to install: this file belongs to tenstorrent/tt-studio. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/tenstorrent/tt-studio/main/.claude/skills/tt-studio-cli/SKILL.mdgit clone --depth 1 https://github.com/tenstorrent/tt-studioWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/tenstorrent/tt-studio/tt-studio-cli)<a href="https://agentmods.dev/skills/tenstorrent/tt-studio/tt-studio-cli"><img src="https://agentmods.dev/badge/skills/tenstorrent/tt-studio/tt-studio-cli/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/tenstorrent/tt-studio/tt-studio-cli"><img src="https://agentmods.dev/badge/skills/tenstorrent/tt-studio/tt-studio-cli.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00168 | $0.02857 |
| Opus 5.5 | $0.00067 | $0.01143 |
| Sonnet 5.5 | $0.00034 | $0.00571 |
| Haiku 4.5 | $0.00017 | $0.00286 |
Grade B, and why
tt-studio-cli scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
`--fix-docker` or Linux-only `sudo service docker start`. Compose **v2** only. How it starts
The opening of the file, as written. The whole thing — 175 lines — stays where its author put it; the contents beside it link to each section on GitHub.
TT-Studio CLI (python run.py / tt_setup/)
python run.py is the one entrypoint for everything (setup, start, stop, purge,
logs, status, bug reports). run.py itself is a thin shim: it bootstraps deps
into a managed venv and delegates to the tt_setup/ package. startup.sh is
deprecated.
Read this before touching the launcher. For the terminal-output design system specifically,
dev-docs/launcher-terminal-design.mdis the canonical reference — this skill covers the broader "how the launcher is built and how we like CLIs."This skill is TT-Studio-specific — it names real paths, modules and hardware in this repo. The same design language with nothing repo-specific in it, plus runnable reference files, is the
cli-designskill; use that one for any other CLI.
Architecture
run.py → tt_setup.bootstrap.ensure_environment() (venv) → tt_setup.cli.main().
The package is split into focused subpackages, each with an __init__.py that
re-exports its prior public surface:
| Area | Package / module |
|---|---|
| CLI surface + orchestration | cli/ (_args.py = Typer flags, _run.py = phased flow + early dispatch) |
| Terminal design system | console/ (_theme, _stepper, _panels, _prompts, _steps) |
| Env & secrets config | env_config/ (_values, _dotenv, _preferences, _hf_access, _version, _configure) |
| Host services lifecycle | services/ (_ports, _fastapi, _docker_control, _frontend, _health) |
| Inference-server artifact | inference_server/ (_catalog, _config, _env, _git, _metadata, _privileges, _orchestrator) |
| Stop / purge teardown | cleanup/ (_runtime, _orchestrate, _resource_ops) |
| Docker build/failure diag | docker_diag/ (_build_progress, _diagnostics) |
| Standalone modules | bootstrap.py, shell.py, startup_checks.py, docker.py, constants.py, logging.py, monitor.py/monitor_app.py (--status TUI), bug_report.py (--report-bug), shortcut.py (--install-shortcut), switch.py (--switch), image_source.py (prebuilt-vs-local image choice), config_store.py, spdx.py, settings.py, venv_utils.py |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago Changed · +5 lines 5591212fa180
- 2mo ago First seen · 170 lines · 168 tokens per session scan B 7e2ea4b88bb0
tt-studio-cli is a skill published in the GitHub repository tenstorrent/tt-studio (52 stars, last pushed yesterday), licensed Apache-2.0. It adds 168 tokens to every session and 2,857 once invoked, about $0.0007 per session on Opus 5.5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
tt-studio-cli compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| tt-studio-clitenstorrent/tt-studio | Skill | 52 | yesterday | Apache-2.0 | B | 168 | Claude Code |
| compiler-portreact/react | Skill | 252k | yesterday | MIT | A | 35 | Claude Code |
| tamagui-upgrade-v3tamagui/tamagui | Skill | 14k | today | MIT | A | 120 | Claude Code, Codex |
| tamaguitamagui/tamagui | Skill | 14k | today | MIT | A | 44 | Claude Code, Codex |
| tamagui-v6-configtamagui/tamagui | Skill | 14k | today | MIT | A | 0 | Claude Code, Codex |
| tamagui-theme-generatortamagui/tamagui | Skill | 14k | today | MIT | A | 48 | Claude Code, Codex |
| release-safetytamagui/tamagui | Skill | 14k | today | MIT | A | 0 | Claude Code |