Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/tenstorrent/tt-studio/tt-studio-clinpx skills add tenstorrent/tt-studio --skill tt-studio-cligit 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.svg" alt="Measured on agentmods" 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 | $0.02761 |
| Opus 5 | $0.00084 | $0.01380 |
| Sonnet 5 | $0.00034 | $0.00552 |
| Haiku 4.5 | $0.00017 | $0.00276 |
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 6d 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 — 170 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."
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), spdx.py, settings.py, venv_utils.py |
The re-export rule. A package's __init__.py imports and re-exports the names
its submodules define, so from tt_setup.console import step and
import tt_setup.console as C keep working. When you add/move a submodule, wire
its public names through the __init__.
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.
- 6d 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 (49 stars, last pushed today), licensed Apache-2.0. It adds 168 tokens to every session and 2,761 once invoked, about $0.0008 per session on Opus 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.
Other skills, from other repositories
compiler-orchestrator
Orchestrate the Rust compiler port end-to-end. Discovers the current frontier, fixes failing passes, ports new passes, reviews, and commits in a loop.
client-setup
Create a vanilla tRPC client with createTRPCClient (), configure link chain with httpBatchLink/httpLink, dynamic headers for auth, transformer on links (not client constructor). Infer types with inferRouterInputs and inferRouterOutputs. AbortController signal support. TRPCClientError typing.
adapter-express
Mount tRPC as Express middleware with createExpressMiddleware() from @trpc/server/adapters/express. Access Express req/res in createContext via CreateExpressContextOptions. Mount at a path prefix like app.use('/trpc', ...). Avoid global express.json() conflicting with tRPC body parsing for FormData.
trpc-router
Entry point for all tRPC skills. Decision tree routing by task: initTRPC.create(), t.router(), t.procedure, createTRPCClient, adapters, subscriptions, React Query, Next.js, links, middleware, validators, error handling, caching, FormData.
review-pending-pr-reviews
Review, grill, edit, and post pending PR review drafts saved by /review-pr (or its batch/cron runners). Lists drafts that have not yet been posted, walks the maintainer through each finding, then posts, closes, or discards. Use when the user says "post my pending reviews", "what reviews are waiting", "go through the…
compiler-port
Port a compiler pass from TypeScript to Rust. Gathers context, plans the port, implements in a subagent with test-fix loop, then reviews.