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-dynamicsgit 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-dynamics)<a href="https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/automotive-dynamics"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-dynamics/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-dynamics"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-dynamics.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 | $0.00092 | $0.15863 |
| Opus 5.5 | $0.00037 | $0.06345 |
| Sonnet 5.5 | $0.00018 | $0.03173 |
| Haiku 4.5 | $0.00009 | $0.01586 |
Grade A, and why
automotive-dynamics 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
81% identical to automotive-access-control — 749 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 — 3,407 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Automotive Dynamics
151 skill files covering dynamics domain for automotive software engineering.
Applicable Standards
- ASPICE Level 3
- AUTOSAR 4.4
- ISO 15622 (Adaptive Cruise Control)
- ISO 17361 (Lane Departure Warning)
- ISO 21434
- ISO 26262
- ISO 26262 (Safety for vehicle dynamics control)
- SAE J670 (Vehicle Dynamics Terminology)
Use Cases
- DYNAMICS system development
- Drift Dynamics optimization
- Production ECU implementation
- Handling optimization
- Motion Control optimization
- Ride Comfort optimization
- Stability Control optimization
- Steering Systems optimization
- Suspension Systems optimization
- Tire Dynamics optimization
- Trajectory Planning optimization
- ESC (Electronic Stability Control) development
- Active suspension control system design
- Autonomous vehicle motion planning
- Driver assistance system calibration
- Vehicle handling characteristics optimization
- Vehicle Modeling optimization
Topics Covered
Drift Dynamics
- drift-dynamics-001
- drift-dynamics-002
- drift-dynamics-003
- drift-dynamics-004
- drift-dynamics-005
- drift-dynamics-006
- drift-dynamics-007
- drift-dynamics-008
- drift-dynamics-009
- drift-dynamics-010
- drift-dynamics-011
- drift-dynamics-012
- drift-dynamics-013
- drift-dynamics-014
- drift-dynamics-015
Handling
- handling-001
- handling-002
- handling-003
- handling-004
- handling-005
- handling-006
- handling-007
- handling-008
- handling-009
- handling-010
- handling-011
- handling-012
- handling-013
- handling-014
- handling-015
Modeling Simulation
- vehicle-dynamics-modeling
Motion Control
- motion-control-001
- motion-control-002
- motion-control-003
- motion-control-004
- motion-control-005
- motion-control-006
- motion-control-007
- motion-control-008
- motion-control-009
- motion-control-010
- motion-control-011
- motion-control-012
- motion-control-013
- motion-control-014
- motion-control-015
Ride Comfort
- ride-comfort-001
- ride-comfort-002
- ride-comfort-003
- ride-comfort-004
- ride-comfort-005
- ride-comfort-006
- ride-comfort-007
- ride-comfort-008
- ride-comfort-009
- ride-comfort-010
- ride-comfort-011
- ride-comfort-012
- ride-comfort-013
- ride-comfort-014
- ride-comfort-015
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 · 3,407 lines · 92 tokens per session scan A 4be2619acb21
automotive-dynamics is a skill published in the GitHub repository pangzhenying2025/hermes-automotive-skills (10 stars, last pushed 5mo ago), licensed MIT. It adds 92 tokens to every session and 15,863 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 81% identical to automotive-access-control, differing in 749 lines, and is treated as a copy.
Other skills, from other repositories
iso26262
ISO 26262 functional-safety expert that operates in two modes: (1) HARA / ASIL determination — enumerate hazardous events from item malfunctions × driving situations, rate Severity (S0–S3), Exposure (E0–E4), Controllability (C0–C3), look up ASIL from ISO 26262-3:2018 Table 4, and produce a HARA report with Safety…
automotive-syseng
When the user wants to analyze automotive requirements, check INCOSE/EARS compliance, review MISRA-C code, assess ADAS levels, or verify ISO 26262/AUTOSAR/SOTIF conformance. Also use when the user says 'check requirements', 'EARS check', 'INCOSE analysis', 'MISRA check', 'ASIL assessment', 'V-model check'…
dart-io
DART IO: URDF, SDF, MJCF, SKEL parsers, and dart::utils loading.
automotive-expert
Expert-level automotive systems, connected vehicles, fleet management, telematics, ADAS, and automotive software. Use when the user mentions connected car, fleet, telematics, ADAS, or vehicle, or when the task involves Automotive Systems, Technologies, Standards and Protocols, or Fleet Management.
robotics-expert
Develop production-ready robotic systems with autonomous navigation, sensor fusion, and intelligent control for real-world applications. Use when the user mentions ROS or ROS 2, autonomous navigation, SLAM, motion planning, sensor fusion, or robot control systems.
run-pre-purchase-inspection
Use when evaluating a used vehicle before purchase to identify hidden defects, safety issues, and negotiate from an informed position.