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Automotive Suspension — measured AI agent skill | DecimalAI

pangzhenying2025/automotive-suspension

NewSkillScoreMaintained

Expert skill in active suspension focusing on suspension domain applications. Covers 30 topics across suspension domain. Includes 30 skill files covering ASPICE Level 3, AUTOSAR 4.4, ISO 21434, ISO 26262.

by pangzhenying2025

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

decimalai skills pull pangzhenying2025-automotive-suspension

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/pangzhenying2025-automotive-suspension/SKILL.md

Raw file: /s/pangzhenying2025-automotive-suspension/SKILL.md ↗ · machine-readable summary at /s/pangzhenying2025-automotive-suspension.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 4d ago

No — -25% lift+80% tokens0% turns68% of whole cases pass with skill (15/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-05	✓→✗	▼ Worse	54%	0%
case-12	✓→✗	▼ Worse	70%	0%
case-04	✓→✓	＝ Same ✓	54%	0%
case-06	✓→✓	＝ Same ✓	54%	0%
case-07	✓→✓	＝ Same ✓	110%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

pangzhenying2025 / hermes-automotive-skills

skills/automotive-suspension/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

Skill contents

SKILL.md

Automotive Suspension

30 skill files covering suspension domain for automotive software engineering.

Applicable Standards

ASPICE Level 3
AUTOSAR 4.4
ISO 21434
ISO 26262

Use Cases

SUSPENSION system development
Active Suspension optimization
Production ECU implementation
Adaptive Damping optimization
Air Suspension optimization

Topics Covered

Active Suspension

active-suspension-001
active-suspension-002
active-suspension-003
active-suspension-004
active-suspension-005
active-suspension-006
active-suspension-007
active-suspension-008
active-suspension-009
active-suspension-010

Adaptive Damping

adaptive-damping-001
adaptive-damping-002
adaptive-damping-003
adaptive-damping-004
adaptive-damping-005
adaptive-damping-006
adaptive-damping-007
adaptive-damping-008
adaptive-damping-009
adaptive-damping-010

Air Suspension

air-suspension-001
air-suspension-002
air-suspension-003
air-suspension-004
air-suspension-005
air-suspension-006
air-suspension-007
air-suspension-008
air-suspension-009
air-suspension-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

active-suspension-001

Core Competencies

Expert in active suspension for automotive suspension 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

active-suspension-002

Core Competencies

Expert in active suspension for automotive suspension 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

active-suspension-003

Core Competencies

Expert in active suspension for automotive suspension 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

active-suspension-004

Core Competencies

Expert in active suspension for automotive suspension 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

active-suspension-005

Core Competencies

Expert in active suspension for automotive suspension 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

active-suspension-006

Core Competencies

Expert in active suspension for automotive suspension 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

active-suspension-007

Core Competencies

Expert in active suspension for automotive suspension 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

active-suspension-008

Core Competencies

Expert in active suspension for automotive suspension 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

active-suspension-009

Core Competencies

Expert in active suspension for automotive suspension 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

active-suspension-010

Core Competencies

Expert in active suspension for automotive suspension 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

adaptive-damping-001

Core Competencies

Expert in adaptive damping for automotive suspension 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

adaptive-damping-002

Core Competencies

Expert in adaptive damping for automotive suspension 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

adaptive-damping-003

Core Competencies

Expert in adaptive damping for automotive suspension 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

adaptive-damping-004

Core Competencies

Expert in adaptive damping for automotive suspension 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

adaptive-damping-005

Core Competencies

Expert in adaptive damping for automotive suspension 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

adaptive-damping-006

Core Competencies

Expert in adaptive damping for automotive suspension 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

adaptive-damping-007

Core Competencies

Expert in adaptive damping for automotive suspension 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

adaptive-damping-008

Core Competencies

Expert in adaptive damping for automotive suspension 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

adaptive-damping-009

Core Competencies

Expert in adaptive damping for automotive suspension 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

adaptive-damping-010

Core Competencies

Expert in adaptive damping for automotive suspension 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

air-suspension-001

Core Competencies

Expert in air suspension for automotive suspension 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

air-suspension-002

Core Competencies

Expert in air suspension for automotive suspension 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

air-suspension-003

Core Competencies

Expert in air suspension for automotive suspension 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

air-suspension-004

Core Competencies

Expert in air suspension for automotive suspension 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

air-suspension-005

Core Competencies

Expert in air suspension for automotive suspension 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

air-suspension-006

Core Competencies

Expert in air suspension for automotive suspension 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

air-suspension-007

Core Competencies

Expert in air suspension for automotive suspension 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

air-suspension-008

Core Competencies

Expert in air suspension for automotive suspension 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

air-suspension-009

Core Competencies

Expert in air suspension for automotive suspension 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

air-suspension-010

Core Competencies

Expert in air suspension for automotive suspension 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

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