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-ev-toolsgit 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-ev-tools)<a href="https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/automotive-ev-tools"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-ev-tools/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-ev-tools"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-ev-tools.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 | $0.00119 | $0.07939 |
| Opus 5.5 | $0.00048 | $0.03176 |
| Sonnet 5.5 | $0.00024 | $0.01588 |
| Haiku 4.5 | $0.00012 | $0.00794 |
Grade A, and why
automotive-ev-tools 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.
How it starts
The opening of the file, as written. The whole thing — 779 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Automotive Ev Tools
5 skill files covering ev-tools domain for automotive software engineering.
Applicable Standards
- ASPICE Level 2/3 for software process
- ASPICE Level 3
- AUTOSAR 4.4
- AUTOSAR 4.4 for software architecture
- IEC 61851 EV charging systems
- IEC 63110 Management of EV charging infrastructure
- IPC-2221 PCB design standards
- ISO 12405 Lithium-ion battery testing
- ISO 15118 Vehicle-to-Grid communication
- ISO 26262
- ISO 26262 (for automotive variants)
- ISO 26262 ASIL-C/D for BMS safety functions
- ISO 6469-1 Electric safety
- ISO 6469-1 Electric vehicle safety
- OCPP 1.6J (JSON over WebSocket)
- OCPP 2.0.1 (ISO 15118 integration)
- SAE J2464 EV battery abuse testing
- UL 1973 Batteries for stationary applications
- UN ECE R100 Battery safety and crash testing
- UN ECE R100 Battery safety regulations
- USABC Battery Performance Goals
- VDA Battery System Standards
Use Cases
- EV battery pack architecture design
- Cell selection and benchmarking
- Module and pack mechanical layout
- Thermal management system design
- BMS integration and wiring harness
- Safety analysis (FMEA, FTA, abuse testing)
- Weight and cost optimization
- Modular BMS PCB design and layout
- bq76940/ISL94202 AFE integration
- MPPT solar charging integration
- ThingSet protocol communication
- Load management and DC/DC control
- EV charge point software development
- Central system (CSMS) integration
- Smart charging and load management
- OCPP 1.6J and OCPP 2.0.1 protocol implementation
- Charging session management and billing
- Open-source BMS software architecture
- Cell monitoring and balancing algorithms
- SOC/SOH estimation implementation
Topics Covered
Battery Modeling
- pybamm-battery-modeling
Bms Hardware
- libresolar-modular-bms
Bms Software
- openbms-integration
Charging Infrastructure
- ocpp-charging-protocol
Pack Design
- battery-design-studio
Constraints
- Backward compatibility with OCPP 1.6J for existing infrastructure
- Billing accuracy requirements (MID-certified meters)
- Certification costs for automotive production use
- Component availability for open-source BOM
- Computational performance for real-time model variants
- Cost target <$100/kWh at pack level
- Crash safety compliance (UN ECE R100, FMVSS 305)
- Firmware memory footprint on STM32L4 (256 KB flash)
- ISO 26262 ASIL-C/D compliance for safety functions
- Measurement accuracy requirements (mV for voltage, 0.1A for current)
- Model complexity vs embedded resource constraints
- Network reliability (cellular coverage, latency, bandwidth)
- PCB manufacturing tolerances for high-voltage creepage
- Package space limitations in vehicle underbody
- Parameter accuracy from limited cell test data
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 · 779 lines · 119 tokens per session scan A 945e9d14f806
automotive-ev-tools is a skill published in the GitHub repository pangzhenying2025/hermes-automotive-skills (10 stars, last pushed 5mo ago), licensed MIT. It adds 119 tokens to every session and 7,939 once invoked, about $0.0005 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.
Other skills, from other repositories
eide
A build tool for EIDE projects, an embedded-development extension for Visual Studio Code. It finds EIDE project settings and builds firmware using ARM CC or GCC.
workflow
A workflow skill for embedded-device projects that plans and runs building, flashing, debugging, observing, and diagnosis tasks.
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.
run-pre-purchase-inspection
Use when evaluating a used vehicle before purchase to identify hidden defects, safety issues, and negotiate from an informed position.
design-ev-charging-setup
Use when planning or installing home EV charging equipment to select the right charger level, electrical requirements, and installation approach.
diagnose-battery-charging-problem
Use when a vehicle has starting problems, battery warning lights, or electrical symptoms — systematically testing battery condition, alternator output, and charging circuit integrity to identify the root cause before replacing components.