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Automotive Crash Avoidance — measured AI agent skill | DecimalAI

pangzhenying2025/automotive-crash-avoidance

NewSkillScoreMaintained

Expert skill in aeb focusing on crash-avoidance domain applications. Covers 30 topics across crash-avoidance 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-crash-avoidance

Get this skill — curl · raw file

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

Raw file: /s/pangzhenying2025-automotive-crash-avoidance/SKILL.md ↗ · machine-readable summary at /s/pangzhenying2025-automotive-crash-avoidance.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 32h ago

—+117% tokens0% turns77% of whole cases pass with skill (17/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-11	✗→✓	▲ Improved	120%	0%
case-14	✗→✓	▲ Improved	202%	0%
case-12	✓→✗	▼ Worse	112%	0%
case-03	✓→✓	＝ Same ✓	85%	0%
case-04	✓→✓	＝ Same ✓	140%	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-crash-avoidance/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

Skill contents

SKILL.md

Automotive Crash Avoidance

30 skill files covering crash-avoidance domain for automotive software engineering.

Applicable Standards

ASPICE Level 3
AUTOSAR 4.4
ISO 21434
ISO 26262

Use Cases

CRASH-AVOIDANCE system development
Aeb optimization
Production ECU implementation
Multi Collision Brake optimization
Pre Crash optimization

Topics Covered

Aeb

aeb-001
aeb-002
aeb-003
aeb-004
aeb-005
aeb-006
aeb-007
aeb-008
aeb-009
aeb-010

Multi Collision Brake

multi-collision-brake-001
multi-collision-brake-002
multi-collision-brake-003
multi-collision-brake-004
multi-collision-brake-005
multi-collision-brake-006
multi-collision-brake-007
multi-collision-brake-008
multi-collision-brake-009
multi-collision-brake-010

Pre Crash

pre-crash-001
pre-crash-002
pre-crash-003
pre-crash-004
pre-crash-005
pre-crash-006
pre-crash-007
pre-crash-008
pre-crash-009
pre-crash-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

aeb-001

Core Competencies

Expert in aeb for automotive crash-avoidance 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

aeb-002

Core Competencies

Expert in aeb for automotive crash-avoidance 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

aeb-003

Core Competencies

Expert in aeb for automotive crash-avoidance 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

aeb-004

Core Competencies

Expert in aeb for automotive crash-avoidance 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

aeb-005

Core Competencies

Expert in aeb for automotive crash-avoidance 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

aeb-006

Core Competencies

Expert in aeb for automotive crash-avoidance 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

aeb-007

Core Competencies

Expert in aeb for automotive crash-avoidance 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

aeb-008

Core Competencies

Expert in aeb for automotive crash-avoidance 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

aeb-009

Core Competencies

Expert in aeb for automotive crash-avoidance 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

aeb-010

Core Competencies

Expert in aeb for automotive crash-avoidance 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

multi-collision-brake-001

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

multi-collision-brake-002

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

multi-collision-brake-003

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

multi-collision-brake-004

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

multi-collision-brake-005

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

multi-collision-brake-006

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

multi-collision-brake-007

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

multi-collision-brake-008

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

multi-collision-brake-009

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

multi-collision-brake-010

Core Competencies

Expert in multi collision brake for automotive crash-avoidance 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

pre-crash-001

Core Competencies

Expert in pre crash for automotive crash-avoidance 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

pre-crash-002

Core Competencies

Expert in pre crash for automotive crash-avoidance 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

pre-crash-003

Core Competencies

Expert in pre crash for automotive crash-avoidance 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

pre-crash-004

Core Competencies

Expert in pre crash for automotive crash-avoidance 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

pre-crash-005

Core Competencies

Expert in pre crash for automotive crash-avoidance 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

pre-crash-006

Core Competencies

Expert in pre crash for automotive crash-avoidance 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

pre-crash-007

Core Competencies

Expert in pre crash for automotive crash-avoidance 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

pre-crash-008

Core Competencies

Expert in pre crash for automotive crash-avoidance 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

pre-crash-009

Core Competencies

Expert in pre crash for automotive crash-avoidance 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

pre-crash-010

Core Competencies

Expert in pre crash for automotive crash-avoidance 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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