# Automotive Calibration > > - **Type:** Skill - **Install:** `agentstack add skill-pangzhenying2025-hermes-automotive-skills-automotive-calibration` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [pangzhenying2025](https://agentstack.voostack.com/s/pangzhenying2025) - **Installs:** 0 - **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [pangzhenying2025](https://github.com/pangzhenying2025) - **Source:** https://github.com/pangzhenying2025/hermes-automotive-skills/tree/main/skills/automotive-calibration ## Install ```sh agentstack add skill-pangzhenying2025-hermes-automotive-skills-automotive-calibration ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About # Automotive Calibration 141 skill files covering calibration domain for automotive software engineering. ## Applicable Standards - ASPICE Level 3 - AUTOSAR 4.4 - ISO 21434 - ISO 26262 ## Use Cases - CALIBRATION system development - Adas Tuning optimization - Production ECU implementation - Comfort Tuning optimization - Doe Methods optimization - Drivability Tuning optimization - Emissions Optimization optimization - Engine Calibration optimization - Fuel Economy optimization - Model Based Calibration optimization - Performance Optimization optimization - Transmission Calibration optimization ## Topics Covered ### Adas Tuning - adas-tuning-001 - adas-tuning-002 - adas-tuning-003 - adas-tuning-004 - adas-tuning-005 - adas-tuning-006 - adas-tuning-007 - adas-tuning-008 - adas-tuning-009 - adas-tuning-010 - adas-tuning-011 - adas-tuning-012 - adas-tuning-013 - adas-tuning-014 ### Comfort Tuning - comfort-tuning-001 - comfort-tuning-002 - comfort-tuning-003 - comfort-tuning-004 - comfort-tuning-005 - comfort-tuning-006 - comfort-tuning-007 - comfort-tuning-008 - comfort-tuning-009 - comfort-tuning-010 - comfort-tuning-011 - comfort-tuning-012 - comfort-tuning-013 - comfort-tuning-014 ### Doe Methods - doe-methods-001 - doe-methods-002 - doe-methods-003 - doe-methods-004 - doe-methods-005 - doe-methods-006 - doe-methods-007 - doe-methods-008 - doe-methods-009 - doe-methods-010 - doe-methods-011 - doe-methods-012 - doe-methods-013 - doe-methods-014 ### Drivability Tuning - drivability-tuning-001 - drivability-tuning-002 - drivability-tuning-003 - drivability-tuning-004 - drivability-tuning-005 - drivability-tuning-006 - drivability-tuning-007 - drivability-tuning-008 - drivability-tuning-009 - drivability-tuning-010 - drivability-tuning-011 - drivability-tuning-012 - drivability-tuning-013 - drivability-tuning-014 ### Emissions Optimization - emissions-optimization-001 - emissions-optimization-002 - emissions-optimization-003 - emissions-optimization-004 - emissions-optimization-005 - emissions-optimization-006 - emissions-optimization-007 - emissions-optimization-008 - emissions-optimization-009 - emissions-optimization-010 - emissions-optimization-011 - emissions-optimization-012 - emissions-optimization-013 - emissions-optimization-014 ### Engine Calibration - engine-calibration-001 - engine-calibration-002 - engine-calibration-003 - engine-calibration-004 - engine-calibration-005 - engine-calibration-006 - engine-calibration-007 - engine-calibration-008 - engine-calibration-009 - engine-calibration-010 - engine-calibration-011 - engine-calibration-012 - engine-calibration-013 - engine-calibration-014 ### Fuel Economy - fuel-economy-001 - fuel-economy-002 - fuel-economy-003 - fuel-economy-004 - fuel-economy-005 - fuel-economy-006 - fuel-economy-007 - fuel-economy-008 - fuel-economy-009 - fuel-economy-010 - fuel-economy-011 - fuel-economy-012 - fuel-economy-013 - fuel-economy-014 ### Model Based Calibration - model-based-calibration-001 - model-based-calibration-002 - model-based-calibration-003 - model-based-calibration-004 - model-based-calibration-005 - model-based-calibration-006 - model-based-calibration-007 - model-based-calibration-008 - model-based-calibration-009 - model-based-calibration-010 - model-based-calibration-011 - model-based-calibration-012 - model-based-calibration-013 - model-based-calibration-014 ### Performance Optimization - performance-optimization-001 - performance-optimization-002 - performance-optimization-003 - performance-optimization-004 - performance-optimization-005 - performance-optimization-006 - performance-optimization-007 - performance-optimization-008 - performance-optimization-009 - performance-optimization-010 - performance-optimization-011 - performance-optimization-012 - performance-optimization-013 - performance-optimization-014 ### Transmission Calibration - transmission-calibration-001 - transmission-calibration-002 - transmission-calibration-003 - transmission-calibration-004 - transmission-calibration-005 - transmission-calibration-006 - transmission-calibration-007 - transmission-calibration-008 - transmission-calibration-009 - transmission-calibration-010 - transmission-calibration-011 - transmission-calibration-012 - transmission-calibration-013 - transmission-calibration-014 ## 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 ### adas-tuning-001 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-002 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-003 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-004 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-005 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-006 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-007 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-008 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-009 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-010 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-011 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-012 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-013 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### adas-tuning-014 ## Core Competencies Expert in adas tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-001 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-002 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-003 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-004 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-005 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-006 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-007 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-008 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-009 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-010 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-011 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-012 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Approach 1. Analyze requirements against automotive standards 2. Design solution following AUTOSAR patterns 3. Implement with safety and security considerations 4. Validate per ISO 26262 requirements ## Deliverables - Technical specification - Implementation (C/C++/Model) - Test cases and results - Safety documentation ### comfort-tuning-013 ## Core Competencies Expert in comfort tuning for automotive calibration systems. ## Appr … ## Source & license This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [pangzhenying2025](https://github.com/pangzhenying2025) - **Source:** [pangzhenying2025/hermes-automotive-skills](https://github.com/pangzhenying2025/hermes-automotive-skills) - **License:** MIT Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/skill-pangzhenying2025-hermes-automotive-skills-automotive-calibration - Seller: https://agentstack.voostack.com/s/pangzhenying2025 - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.