Local Studio is a local-first control panel for running, managing, and using self-hosted large language model backends such as vLLM, SGLang, llama.cpp, and ExLlama. It lets users launch models, monitor GPU and runtime state, chat through OpenAI-compatible endpoints, and run agent sessions from a desktop or connected mobile device. The catalogue skills and instruction support agent workflows with Local Studio and its controllers.
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 skills add sybil-solutions/local-studio --skill dependency-maintenancegit clone --depth 1 https://github.com/sybil-solutions/local-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/sybil-solutions/local-studio/dependency-maintenance)<a href="https://agentmods.dev/skills/sybil-solutions/local-studio/dependency-maintenance"><img src="https://agentmods.dev/badge/skills/sybil-solutions/local-studio/dependency-maintenance/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/sybil-solutions/local-studio/dependency-maintenance"><img src="https://agentmods.dev/badge/skills/sybil-solutions/local-studio/dependency-maintenance.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 | $0.00046 | $0.00525 |
| Opus 5.5 | $0.00018 | $0.00210 |
| Sonnet 5.5 | $0.00009 | $0.00105 |
| Haiku 4.5 | $0.00005 | $0.00052 |
Grade A, and why
dependency-maintenance scanned grade A with 0 findings 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 3d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to dependency-maintenance — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 59 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Treat an upgrade as a synchronization task, not a lockfile refresh. Derive versions, commands, and compatibility points from the current repository.
Discover
- Read affected manifests and scripts,
pnpm-workspace.yaml, setup actions, workflows, test configuration, and compatibility documentation. - Search for the dependency and every current version, range, runtime input, image, engine constraint, patch, and compatibility claim.
- Record each match as a development version, tested version, peer range, engine minimum, advertised minimum, or intentionally different constraint.
- When adding or moving a manifest entry, read manifest-roles.md before selecting its role.
- Select the package-local or coordinated branch and its validation matrix.
Discovery is complete when every match and affected validation surface is accounted for.
Package-local branch
Use this branch only for one dependency in one workspace package when runtime, compiler, package-manager, image, patch, native-build, and shared-tooling policy are unchanged.
Update only the owning manifest and keep peer compatibility independent from the development version tested here. If any coordinated surface appears, switch branches.
This branch is complete when the manifest and lockfile agree, focused checks pass, and every search result is intentionally unchanged or package-local.
Coordinated branch
Read coordinated-upgrades.md, select every applicable row, and update all listed synchronization points before installing. Apply root workflow and generated-file requirements before editing those surfaces, then return here to finish matrix and lockfile review.
Install and finish
Run root pnpm install after all selected edits. Inspect warnings and the
semantic lockfile diff for specifiers, resolutions, duplicate transitives, peer
changes, integrity, patch hashes, lifecycle scripts, and allowBuilds effects.
A successful install alone does not complete this review.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 3d ago First seen · 59 lines · 46 tokens per session scan A 70d61f542ecd
dependency-maintenance is a skill published in the GitHub repository sybil-solutions/local-studio (1,828 stars, last pushed 4d ago), licensed MIT. It adds 46 tokens to every session and 525 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to dependency-maintenance, differing in 0 lines, and is treated as a copy.
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