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 pangzhenying2025/hermes-automotive-skills --skill automotive-mbdgit clone --depth 1 https://github.com/pangzhenying2025/hermes-automotive-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/pangzhenying2025/hermes-automotive-skills/automotive-mbd)<a href="https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/automotive-mbd"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-mbd/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/pangzhenying2025/hermes-automotive-skills/automotive-mbd"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-mbd.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 | $0.00056 | $0.20171 |
| Opus 5.5 | $0.00022 | $0.08068 |
| Sonnet 5.5 | $0.00011 | $0.04034 |
| Haiku 4.5 | $0.00006 | $0.02017 |
Grade A, and why
automotive-mbd 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 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.
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
80% identical to automotive-access-control — 1,165 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 — 4,062 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Automotive Mbd
166 skill files covering mbd domain for automotive software engineering.
Applicable Standards
- ASPICE Level 3
- AUTOSAR 4.4
- ISO 21434
- ISO 26262
Use Cases
- MBD system development
- Ascet optimization
- Production ECU implementation
- Code Generation optimization
- Embedded Coder optimization
- Model Validation optimization
- Model Verification optimization
- Rapid Prototyping optimization
- Simulation optimization
- Simulink Modeling optimization
- Stateflow optimization
- Targetlink optimization
Topics Covered
Ascet
- ascet-001
- ascet-002
- ascet-003
- ascet-004
- ascet-005
- ascet-006
- ascet-007
- ascet-008
- ascet-009
- ascet-010
- ascet-011
- ascet-012
- ascet-013
- ascet-014
- ascet-015
- ascet-016
Code Generation
- code-generation-001
- code-generation-002
- code-generation-003
- code-generation-004
- code-generation-005
- code-generation-006
- code-generation-007
- code-generation-008
- code-generation-009
- code-generation-010
- code-generation-011
- code-generation-012
- code-generation-013
- code-generation-014
- code-generation-015
- code-generation-016
Embedded Coder
- embedded-coder-001
- embedded-coder-002
- embedded-coder-003
- embedded-coder-004
- embedded-coder-005
- embedded-coder-006
- embedded-coder-007
- embedded-coder-008
- embedded-coder-009
- embedded-coder-010
- embedded-coder-011
- embedded-coder-012
- embedded-coder-013
- embedded-coder-014
- embedded-coder-015
- embedded-coder-016
Model Validation
- model-validation-001
- model-validation-002
- model-validation-003
- model-validation-004
- model-validation-005
- model-validation-006
- model-validation-007
- model-validation-008
- model-validation-009
- model-validation-010
- model-validation-011
- model-validation-012
- model-validation-013
- model-validation-014
- model-validation-015
- model-validation-016
Model Verification
- model-verification-001
- model-verification-002
- model-verification-003
- model-verification-004
- model-verification-005
- model-verification-006
- model-verification-007
- model-verification-008
- model-verification-009
- model-verification-010
- model-verification-011
- model-verification-012
- model-verification-013
- model-verification-014
- model-verification-015
- model-verification-016
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 · 4,062 lines · 56 tokens per session scan A 8fd333be05c1
automotive-mbd is a skill published in the GitHub repository pangzhenying2025/hermes-automotive-skills (10 stars, last pushed 5mo ago), licensed MIT. It adds 56 tokens to every session and 20,171 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 80% identical to automotive-access-control, differing in 1,165 lines, and is treated as a copy.
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