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 Seeed-Projects/Seeed-Jetson-DevelopTool --skill gapi-setupgit clone --depth 1 https://github.com/Seeed-Projects/Seeed-Jetson-DevelopToolWrote 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/seeed-projects/seeed-jetson-developtool/gapi-setup)<a href="https://agentmods.dev/skills/seeed-projects/seeed-jetson-developtool/gapi-setup"><img src="https://agentmods.dev/badge/skills/seeed-projects/seeed-jetson-developtool/gapi-setup/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/seeed-projects/seeed-jetson-developtool/gapi-setup"><img src="https://agentmods.dev/badge/skills/seeed-projects/seeed-jetson-developtool/gapi-setup.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 | $0.00055 | $0.00816 |
| Opus 5.5 | $0.00022 | $0.00326 |
| Sonnet 5.5 | $0.00011 | $0.00163 |
| Haiku 4.5 | $0.00006 | $0.00082 |
Grade D, and why
gapi-setup scanned grade D with 3 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 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.
| `docker: command not found` | Install Docker: `curl https://get.docker.com \| sh && sudo systemctl enable --now docker` | Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
| `docker: command not found` | Install Docker: `curl https://get.docker.com \| sh && sudo systemctl enable --now docker` | Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -L https://raw.githubusercontent.com/genai-nerds/Gapi/main/gapiConfigs.zip -o gapiConfigs.zip How it starts
The opening of the file, as written. The whole thing — 100 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Getting Started with Gapi on Jetson
Execution model
Run one phase at a time. After each phase:
- Relay all command output to the user.
- If output contains
[STOP]→ stop immediately, consult the failure decision tree below. - If output ends with
[OK]→ tell the user "Phase N complete" and proceed to the next phase.
Prerequisites
| Requirement | Details |
|---|---|
| Hardware | Any NVIDIA Jetson Orin |
| Software | Docker installed and running |
| Storage | ≥1.3 GB for Gapi server |
| Network | Required for Docker pull and web access |
Phase 1 — Install Gapi server (~5 min)
mkdir ~/gapiData && cd ~/gapiData
curl -L https://raw.githubusercontent.com/genai-nerds/Gapi/main/gapiConfigs.zip -o gapiConfigs.zip
unzip -q gapiConfigs.zip
docker run -d --name gapi --network host -v ~/gapiData:/opt/gapi/vdata genainerds/gapi:arm64 /bin/bash -c "cd /opt/gapi/bin && ./startGapi.sh"
Verify the container is running:
docker ps | grep gapi
[OK] when the gapi container is listed as running. [STOP] if Docker pull or container start fails.
Phase 2 — Log in to Gapi WebUI (~1 min)
Open a browser and navigate to:
http://<jetson-ip>:8090
Default credentials:
- User:
root - Password:
!gapi2024
Change the password in Settings after first login. SSL cert setup is covered in the Gapi docs.
[OK] when you can log in and see the Gapi dashboard.
Phase 3 — Explore workflows and micro services
Workflows visually connect Nodes that talk to Micro Services and APIs. Each Node can append or reference rolling Transaction data.
To set up Community Micro Services:
- Go to the Micro Services tab in the Gapi UI
- Follow the instructions in the blue box to download your custom configuration
- Follow the per-service install instructions below that
Community Micro Service storage requirements: ~4 GB to ~10 GB each.
[OK] when at least one micro service is connected and visible in the UI.
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.
- 1mo ago First seen · 100 lines · 55 tokens per session scan D c52ec4e669a5
gapi-setup is a skill published in the GitHub repository Seeed-Projects/Seeed-Jetson-DevelopTool (56 stars, last pushed yesterday), licensed MIT. It adds 55 tokens to every session and 816 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it D with 3 findings (asks for root, downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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