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-navigationgit 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-navigation)<a href="https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/automotive-navigation"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-navigation/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-navigation"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-navigation.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 | $0.00053 | $0.03994 |
| Opus 5 | $0.00026 | $0.01997 |
| Sonnet 5 | $0.00011 | $0.00799 |
| Haiku 4.5 | $0.00005 | $0.00399 |
Grade A, and why
automotive-navigation 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 12d 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
86% identical to automotive-access-control — 268 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 — 898 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Automotive Navigation
40 skill files covering navigation domain for automotive software engineering.
Applicable Standards
- ASPICE Level 3
- AUTOSAR 4.4
- ISO 21434
- ISO 26262
Use Cases
- NAVIGATION system development
- Map Updates optimization
- Production ECU implementation
- Poi optimization
- Real Time Traffic optimization
- Routing optimization
Topics Covered
Map Updates
- map-updates-001
- map-updates-002
- map-updates-003
- map-updates-004
- map-updates-005
- map-updates-006
- map-updates-007
- map-updates-008
- map-updates-009
- map-updates-010
Poi
- poi-001
- poi-002
- poi-003
- poi-004
- poi-005
- poi-006
- poi-007
- poi-008
- poi-009
- poi-010
Real Time Traffic
- real-time-traffic-001
- real-time-traffic-002
- real-time-traffic-003
- real-time-traffic-004
- real-time-traffic-005
- real-time-traffic-006
- real-time-traffic-007
- real-time-traffic-008
- real-time-traffic-009
- real-time-traffic-010
Routing
- routing-001
- routing-002
- routing-003
- routing-004
- routing-005
- routing-006
- routing-007
- routing-008
- routing-009
- routing-010
Constraints
- AUTOSAR architecture adherence
- ISO 26262 functional safety compliance
- Real-time performance requirements
- Resource constraints (CPU/Memory)
Required Tools
- AUTOSAR toolchain
- MATLAB/Simulink
- Static analyzer (Polyspace/Klocwork)
- Vector CANoe/CANalyzer
Instructions
map-updates-001
Core Competencies
Expert in map updates for automotive navigation systems.
Approach
- Analyze requirements against automotive standards
- Design solution following AUTOSAR patterns
- Implement with safety and security considerations
- Validate per ISO 26262 requirements
Deliverables
- Technical specification
- Implementation (C/C++/Model)
- Test cases and results
- Safety documentation
map-updates-002
Core Competencies
Expert in map updates for automotive navigation systems.
Approach
- Analyze requirements against automotive standards
- Design solution following AUTOSAR patterns
- Implement with safety and security considerations
- Validate per ISO 26262 requirements
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.
- 12d ago First seen · 898 lines · 53 tokens per session scan A d9779ad2cf36
automotive-navigation is a skill published in the GitHub repository pangzhenying2025/hermes-automotive-skills (5 stars, last pushed 3mo ago), licensed MIT. It adds 53 tokens to every session and 3,994 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. It is 86% identical to automotive-access-control, differing in 268 lines, and is treated as a copy.
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iso26262
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Route planning from A to B via OSRM (Open Source Routing Machine). Supports car, bicycle and pedestrian. No API key required.