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 mpous/ai-skills --skill edge-impulse-apigit clone --depth 1 https://github.com/mpous/ai-skillsWrote 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/mpous/ai-skills/edge-impulse-api)<a href="https://agentmods.dev/skills/mpous/ai-skills/edge-impulse-api"><img src="https://agentmods.dev/badge/skills/mpous/ai-skills/edge-impulse-api/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/mpous/ai-skills/edge-impulse-api"><img src="https://agentmods.dev/badge/skills/mpous/ai-skills/edge-impulse-api.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 | $0.00082 | $0.07664 |
| Opus 5.5 | $0.00033 | $0.03066 |
| Sonnet 5.5 | $0.00016 | $0.01533 |
| Haiku 4.5 | $0.00008 | $0.00766 |
Grade C, and why
edge-impulse-api scanned grade C 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 2mo 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.
Sends data to an external URLmediumData exfiltration
A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.
resp = requests.post( "https://ingestion.edgeimpulse.com/api/training/files", Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
sudo apt install -y gcc g++ make build-essential sox gstreamer1.0-tools \ Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -X POST https://studio.edgeimpulse.com/v1/api-login \ The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
1 file 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.
- 2mo ago First seen · 854 lines · 82 tokens per session scan C e2d97df7a3db
edge-impulse-api is a skill published in the GitHub repository mpous/ai-skills (5 stars, last pushed 4mo ago), with no licence file. It adds 82 tokens to every session and 7,664 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it C with 3 findings (sends data to an external url, asks for root, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
edge-impulse-api compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| edge-impulse-apimpous/ai-skills | Skill | 5 | 4mo ago | none | C | 82 | Claude Code |
| spark-environment-setupwshobson/agents | Skill | 42k | yesterday | MIT | A | 76 | Claude Code |
| spark-memory-thermal-opswshobson/agents | Skill | 42k | yesterday | MIT | A | 59 | Claude Code |
| spark-training-gotchaswshobson/agents | Skill | 42k | yesterday | MIT | A | 63 | Claude Code |
| inference-serving-llama-cppdavila7/claude-code-templates | Skill | 33k | yesterday | MIT | A | 80 | Claude Code, Codex |
| amc-run-rtsp-calibrationNVIDIA/skills | Skill | 3.9k | yesterday | Apache-2.0 | A | 59 | Claude Code, Codex |
| deepstream-generate-pipelineNVIDIA/skills | Skill | 3.9k | yesterday | Apache-2.0 | A | 108 | Claude Code |