voyager-launch

voyager-launch is a skill for Claude Code from fxd0h/Axelera-Voyager-Local-Assistant. It costs 162 tokens per session (4,994 once invoked), scanned A, original, MIT.

A complete launcher for building and checking AI vision pipelines on Axelera AI Metis hardware. It turns a plain-language request into a runnable package with test results and a browser-based results viewer.

In plain words
What is it for?
Use it to create, run, verify, package, or display a complete Voyager SDK pipeline or demo. It is intended for requests that start from a natural-language description.
Why use it?
It brings pipeline creation, hardware validation, evidence files, and result viewing into one workflow. This helps confirm that the pipeline ran on the intended AI hardware.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: reads .claude/ paths; mentions subagents.

Good fit Use it to create, run, verify, package, or display a complete Voyager SDK pipeline or demo. It is intended for requests that start from a natural-language description.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/fxd0h/axelera-voyager-local-assistant/voyager-launch
Install

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.

Any agent
npx skills add fxd0h/Axelera-Voyager-Local-Assistant --skill voyager-launch
Clone the repo
git clone --depth 1 https://github.com/fxd0h/Axelera-Voyager-Local-Assistant

Made for: Claude Code.

Wrote 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.

agentmods badge for voyager-launch

README.md
[![agentmods](https://agentmods.dev/badge/skills/fxd0h/axelera-voyager-local-assistant/voyager-launch/github.svg)](https://agentmods.dev/skills/fxd0h/axelera-voyager-local-assistant/voyager-launch)
Your own site
<a href="https://agentmods.dev/skills/fxd0h/axelera-voyager-local-assistant/voyager-launch"><img src="https://agentmods.dev/badge/skills/fxd0h/axelera-voyager-local-assistant/voyager-launch/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.

agentmods 80×15 button for voyager-launch

Your own site · 80×15
<a href="https://agentmods.dev/skills/fxd0h/axelera-voyager-local-assistant/voyager-launch"><img src="https://agentmods.dev/badge/skills/fxd0h/axelera-voyager-local-assistant/voyager-launch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 162 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,994 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00162 $0.04994
Opus 5.5 $0.00065 $0.01998
Sonnet 5.5 $0.00032 $0.00999
Haiku 4.5 $0.00016 $0.00499

Measured 2mo ago against content hash d31709fce2ea, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

voyager-launch 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 2mo ago.

The scan reads SKILL.md. This mod also ships 16 executable files (assets/metis-dashboard-pack/tools/check-metrics.mjs, assets/metis-dashboard-pack/tools/shot.mjs, assets/metis-dashboard-pack/tools/validate.mjs, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/voyager-launch/SKILL.md · 261 lines

How it starts

The opening of the file, as written. The whole thing — 261 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Launch - Complete Pipeline Builder

Build a complete runnable Voyager SDK solution from the user prompt. Optimize for speed, but never trade away validation integrity.

Use This Skill When / Not When

  • Use when: the user wants a complete runnable pipeline or demo from natural language, with validation artifacts and a browser viewer.
  • Not when: the model/pipeline already exists and they only want to execute it -- route to voyager-run.
  • Not when: they explicitly want YAML-only design -- route to voyager-new-pipeline.
  • Not when: they bring an existing error or log to fix in existing code -- route to voyager-debug.

{{INCLUDE workflows/pre-flight.md}}

Launch Contract

A launch is complete only when it creates a runnable package and one of these outcomes is true:

  • On a Metis machine: RUN_HERE.sh ran successfully on Metis, not CPU, and produced VALIDATED.txt, results/EVALUATION.json, results/METIS_PROOF.json, results/RUN_SUMMARY.json, results/VIEWER_CHECKS.json, a log, an output image/video, and an Open Design-style Axelera dark/gold browser viewer at viewer/index.html that is auto-opened by default. results/METIS_PROOF.json must have status=passed, metis_detected=true, accelerator_operator_seen=true, cpu_only_rejected=true, and metrics schema voyager.metrics.v1 with measured end-to-end FPS, measured Metis device FPS from the SDK tracer, measured SDK latency, stage metrics, slowest SDK stage evidence, metric_truth_gates, metric_bounds_gate, and metric_provenance. For video, the viewer must use extracted JPEG result frames by default so it does not depend on browser MP4 codec support.
  • Off-device, MacBook, web, or missing SDK/hardware: a Linux package was created with RUN_ON_METIS_LINUX.md and results/PACKAGE_CHECKS.json; the final response clearly says generation was package-only and not hardware validated.
  • Local Linux with a detected Metis card but unusable axdevice: stop before creating package/viewer artifacts and report the local runtime repair diagnostics. Do not hide this by generating a Linux package.

Read the full file on GitHub · 261 lines

Files

What ships with it

36 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.

Changes

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.

  1. 2mo ago First seen · 261 lines · 162 tokens per session scan A d31709fce2ea

Subscribe to this mod's changes

voyager-launch is a skill published in the GitHub repository fxd0h/Axelera-Voyager-Local-Assistant (4 stars, last pushed 3mo ago), licensed MIT. It adds 162 tokens to every session and 4,994 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

voyager-launch compared with skills from other repositories

voyager-launch next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
voyager-launchfxd0h/Axelera-Voyager-Local-AssistantSkill43mo agoMITA162Claude Code
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