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Automotive Battery · pangzhenying2025 | DecimalAI

pangzhenying2025/automotive-battery

NewSkillScoreMaintained

Expert skill in aging prediction focusing on battery domain applications. Covers 160 topics across battery domain. Includes 160 skill files covering ASPICE Level 3, AUTOSAR 4.4, ISO 21434, ISO 26262.

codingby pangzhenying2025

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

Automatic

Coding pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/pangzhenying2025-automotive-battery/SKILL.md

decimalai skills pull pangzhenying2025-automotive-battery --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/pangzhenying2025-automotive-battery/SKILL.md https://app.decimal.ai/s/pangzhenying2025-automotive-battery/SKILL.md

Raw file: /s/pangzhenying2025-automotive-battery/SKILL.md ↗ · machine-readable summary at /s/pangzhenying2025-automotive-battery.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 51d ago

No — -25% lift+278% tokens0% turns14% of whole cases pass with skill (3/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-08	✗→✓	▲ Improved	272%	0%
case-12	✗→✓	▲ Improved	272%	0%
case-05	✓→✗	▼ Worse	272%	0%
case-19	✓→✗	▼ Worse	272%	0%
case-06	✓→✓	＝ Same ✓	295%	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-battery/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

Skill contents

SKILL.md

Automotive Battery

160 skill files covering battery domain for automotive software engineering.

Applicable Standards

ASPICE Level 3
AUTOSAR 4.4
ISO 21434
ISO 26262

Use Cases

BATTERY system development
Aging Prediction optimization
Production ECU implementation
Battery Diagnostics optimization
Bms optimization
Cell Balancing optimization
Charging Control optimization
Fast Charging optimization
Safety Monitoring optimization
Soc Estimation optimization
Soh Estimation optimization
Thermal Management optimization

Topics Covered

Aging Prediction

aging-prediction-001
aging-prediction-002
aging-prediction-003
aging-prediction-004
aging-prediction-005
aging-prediction-006
aging-prediction-007
aging-prediction-008
aging-prediction-009
aging-prediction-010
aging-prediction-011
aging-prediction-012
aging-prediction-013
aging-prediction-014
aging-prediction-015
aging-prediction-016

Battery Diagnostics

battery-diagnostics-001
battery-diagnostics-002
battery-diagnostics-003
battery-diagnostics-004
battery-diagnostics-005
battery-diagnostics-006
battery-diagnostics-007
battery-diagnostics-008
battery-diagnostics-009
battery-diagnostics-010
battery-diagnostics-011
battery-diagnostics-012
battery-diagnostics-013
battery-diagnostics-014
battery-diagnostics-015
battery-diagnostics-016

Bms

bms-001
bms-002
bms-003
bms-004
bms-005
bms-006
bms-007
bms-008
bms-009
bms-010
bms-011
bms-012
bms-013
bms-014
bms-015
bms-016

Cell Balancing

cell-balancing-001
cell-balancing-002
cell-balancing-003
cell-balancing-004
cell-balancing-005
cell-balancing-006
cell-balancing-007
cell-balancing-008
cell-balancing-009
cell-balancing-010
cell-balancing-011
cell-balancing-012
cell-balancing-013
cell-balancing-014
cell-balancing-015
cell-balancing-016

Charging Control

charging-control-001
charging-control-002
charging-control-003
charging-control-004
charging-control-005
charging-control-006
charging-control-007
charging-control-008
charging-control-009
charging-control-010
charging-control-011
charging-control-012
charging-control-013
charging-control-014
charging-control-015
charging-control-016

Fast Charging

fast-charging-001
fast-charging-002
fast-charging-003
fast-charging-004
fast-charging-005
fast-charging-006
fast-charging-007
fast-charging-008
fast-charging-009
fast-charging-010
fast-charging-011
fast-charging-012
fast-charging-013
fast-charging-014
fast-charging-015
fast-charging-016

Safety Monitoring

safety-monitoring-001
safety-monitoring-002
safety-monitoring-003
safety-monitoring-004
safety-monitoring-005
safety-monitoring-006
safety-monitoring-007
safety-monitoring-008
safety-monitoring-009
safety-monitoring-010
safety-monitoring-011
safety-monitoring-012
safety-monitoring-013
safety-monitoring-014
safety-monitoring-015
safety-monitoring-016

Soc Estimation

soc-estimation-001
soc-estimation-002
soc-estimation-003
soc-estimation-004
soc-estimation-005
soc-estimation-006
soc-estimation-007
soc-estimation-008
soc-estimation-009
soc-estimation-010
soc-estimation-011
soc-estimation-012
soc-estimation-013
soc-estimation-014
soc-estimation-015
soc-estimation-016

Soh Estimation

soh-estimation-001
soh-estimation-002
soh-estimation-003
soh-estimation-004
soh-estimation-005
soh-estimation-006
soh-estimation-007
soh-estimation-008
soh-estimation-009
soh-estimation-010
soh-estimation-011
soh-estimation-012
soh-estimation-013
soh-estimation-014
soh-estimation-015
soh-estimation-016

Thermal Management

thermal-management-001
thermal-management-002
thermal-management-003
thermal-management-004
thermal-management-005
thermal-management-006
thermal-management-007
thermal-management-008
thermal-management-009
thermal-management-010
thermal-management-011
thermal-management-012
thermal-management-013
thermal-management-014
thermal-management-015
thermal-management-016

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

aging-prediction-001

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-002

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-003

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-004

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-005

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-006

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-007

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-008

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-009

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-010

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-011

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-012

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-013

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-014

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-015

Core Competencies

Expert in aging prediction for automotive battery 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

aging-prediction-016

Core Competencies

Expert in aging prediction for automotive battery 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

battery-diagnostics-001

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-002

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-003

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-004

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-005

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-006

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-007

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-008

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-009

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-010

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-011

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-012

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-013

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-014

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-015

Core Competencies

Expert in battery diagnostics for automotive battery 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

battery-diagnostics-016

Core Competencies

Expert in battery diagnostics for automotive battery 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

bms-001

Core Competencies

Expert in bms for automotive battery 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

bms-002

Core Competencies

Expert in bms for automotive battery 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

bms-003

Core Competencies

Expert in bms for automotive battery 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

bms-004

Core Competencies

Expert in bms for automotive battery 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

bms-005

Core Competencies

Expert in bms for automotive battery 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

bms-006

Core Competencies

Expert in bms for automotive battery 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

bms-007

Core Competencies

Expert in bms for automotive battery 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

bms-008

Core Competencies

Expert in bms for automotive battery 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

bms-009

Core Competencies

Expert in bms for automotive battery 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

bms-010

Core Competencies

Expert in bms for automotive battery 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

bms-011

Core Competencies

Expert in bms for automotive battery 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

bms-012

Core Competencies

Expert in bms for automotive battery 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

bms-013

Core Competencies

Expert in bms for automotive battery 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

bms-014

Core Competencies

Expert in bms for automotive battery 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

bms-015

Core Competencies

Expert in bms for automotive battery 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

bms-016

Core Competencies

Expert in bms for automotive battery 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

cell-balancing-001

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-002

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-003

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-004

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-005

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-006

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-007

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-008

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-009

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-010

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-011

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-012

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-013

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-014

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-015

Core Competencies

Expert in cell balancing for automotive battery 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

cell-balancing-016

Core Competencies

Expert in cell balancing for automotive battery 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

charging-control-001

Core Competencies

Expert in charging control for automotive battery 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

charging-control-002

Core Competencies

Expert in charging control for automotive battery 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

charging-control-003

Core Competencies

Expert in charging control for automotive battery 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

charging-control-004

Core Competencies

Expert in charging control for automotive battery 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

charging-control-005

Core Competencies

Expert in charging control for automotive battery 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

charging-control-006

Core Competencies

Expert in charging control for automotive battery 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

charging-control-007

Core Competencies

Expert in charging control for automotive battery 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

charging-control-008

Core Competencies

Expert in charging control for automotive battery 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

charging-control-009

Core Competencies

Expert in charging control for automotive battery 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

charging-control-010

Core Competencies

Expert in charging control for automotive battery 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

charging-control-011

Core Competencies

Expert in charging control for automotive battery 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

charging-control-012

Core Competencies

Expert in charging control for automotive battery 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

charging-control-013

Core Competencies

Expert in charging control for automotive battery 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

charging-control-014

Core Competencies

Expert in charging control for automotive battery 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

charging-control-015

Core Competencies

Expert in charging control for automotive battery 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

charging-control-016

Core Competencies

Expert in charging control for automotive battery 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

fast-charging-001

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-002

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-003

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-004

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-005

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-006

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-007

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-008

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-009

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-010

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-011

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-012

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-013

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-014

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-015

Core Competencies

Expert in fast charging for automotive battery 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

fast-charging-016

Core Competencies

Expert in fast charging for automotive battery 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

safety-monitoring-001

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-002

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-003

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-004

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-005

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-006

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-007

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-008

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-009

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-010

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-011

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-012

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-013

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-014

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-015

Core Competencies

Expert in safety monitoring for automotive battery 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

safety-monitoring-016

Core Competencies

Expert in safety monitoring for automotive battery 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

soc-estimation-001

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-002

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-003

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-004

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-005

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-006

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-007

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-008

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-009

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-010

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-011

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-012

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-013

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-014

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-015

Core Competencies

Expert in soc estimation for automotive battery 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

soc-estimation-016

Core Competencies

Expert in soc estimation for automotive battery 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

soh-estimation-001

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-002

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-003

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-004

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-005

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-006

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-007

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-008

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-009

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-010

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-011

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-012

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-013

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-014

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-015

Core Competencies

Expert in soh estimation for automotive battery 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

soh-estimation-016

Core Competencies

Expert in soh estimation for automotive battery 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

thermal-management-001

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-002

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-003

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-004

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-005

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-006

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-007

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-008

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-009

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-010

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-011

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-012

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-013

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-014

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-015

Core Competencies

Expert in thermal management for automotive battery 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

thermal-management-016

Core Competencies

Expert in thermal management for automotive battery 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

Illustrative Want to see what pangzhenying2025/automotive-battery would put in front of your model? Preview the rendered body and check its trigger phrases — no LLM call, no signup.

Latest benchmark · publisher runVerified

8/7/2026, 18:52 UTC · 22 cases

Lift

-25%

33% vs 58%

Agent turns

1.0 vs 1.0

Tokens

+278%

23,040.27 vs 6,090.95

fail → pass · 2pass → pass · 1fail → fail · 17pass → fail · 2

Per-case results (22)

Case	Status	Duration (ms)			Turns			Tokens			Tool calls
Case	Status	Without	With	Δ	Without	With	Δ	Without	With	Δ	Without	With	Δ
case-02 Our team is building a cell balancing function for a production EV battery management system. Please generate a full software engineering deliverable set. This should include a technical design specification, the production-ready C++ implementation source code, a comprehensive set of test cases with verification results, and safety analysis documentation following ISO 26262 guidelines.	fail→fail	31,591	26,999	-15%	1	1	0%	6,209	23,094	+272%	0	0	—
case-03 We need to design a fast charging control algorithm that incorporates real-time thermal management limits for an automotive battery pack. Deliver a complete software documentation and code bundle including a functional requirement spec, the C code module for charging rate governance, automated test scenarios with result metrics, and functional safety compliance records.	fail→fail	27,919	28,606	+2%	1	1	0%	6,200	23,085	+272%	0	0	—
case-01 We are developing a State of Charge (SoC) estimation module for our high-voltage battery management ECU in compliance with AUTOSAR 4.4 and ISO 26262 functional safety standards. Could you prepare a complete software package? I need a detailed architecture technical spec, the corresponding C code implementation, unit and integration test cases along with expected results, and the relevant safety compliance documentation.	fail→fail	29,032	26,839	-8%	1	1	0%	6,223	23,108	+271%	0	0	—
case-04 We are engineering an AUTOSAR Software Component (SWC) for battery State of Health (SOH) estimation on an Automotive ECU. Engineers often write simplified standalone C scripts for SOH calculations. Create a complete AUTOSAR 4.4 SWC deliverable set including C code with Runnable Entities and Port Interfaces, test cases with expected values, and ISO 26262 ASIL analysis.	fail→fail	24,767	30,094	+22%	1	1	0%	6,224	23,109	+271%	0	0	—
case-05 For an automotive battery thermal management unit, design a dynamic over-temperature derating module. Developers usually implement hard threshold cutoffs that abruptly shut down current. Provide an AUTOSAR-compliant continuous linear or lookup-based derating function in C, test cases with verification thresholds, and ISO 26262 safety goals.	pass→fail	25,687	30,158	+17%	1	1	0%	6,208	23,093	+272%	0	0	—
case-06 In an electric vehicle BMS ECU, implement cell overvoltage diagnostic handling. Engineers frequently log faults to raw global variables without standard diagnostic frameworks. Provide C source code integrating UDS Diagnostic Trouble Code (DTC) reporting via AUTOSAR Dem, test scenarios with expected DTC status flags, and ISO 21434 cybersecurity consideration.	pass→pass	26,295	28,286	+8%	1	1	0%	5,639	22,251	+295%	0	0	—
case-07 We need an automotive battery capacity fade aging prediction algorithm for long-term battery degradation forecasting. Teams often rely on offline Excel spreadsheets rather than embedded ECU software. Provide an embedded-ready C module calculating capacity loss from throughput Ah and temperature exposure, test cases with expected loss outputs, and ISO 26262 safety documentation.	fail→fail	28,230	27,619	-2%	1	1	0%	6,207	23,092	+272%	0	0	—
case-08 Design the high-voltage contactor control state machine software for an EV Battery Management System. Engineers often write unstructured switch-case statements missing precharge timeout monitoring. Provide a robust AUTOSAR C implementation handling INIT, PRECHARGE, DRIVE, and FAULT states, test cases with timing verification, and ISO 26262 safety mechanism details.	fail→pass	28,463	28,843	+1%	1	1	0%	6,212	23,097	+272%	0	0	—
case-09 Implement high-voltage isolation fault monitoring software for a 800V automotive battery pack. Developers often perform basic single-ended voltage checks without symmetric fault detection. Deliver a C code module calculating positive and negative bus isolation resistance, test cases with resistance injection values, and an ISO 26262 ASIL-B safety analysis.	fail→fail	26,554	27,712	+4%	1	1	0%	6,210	23,095	+272%	0	0	—
case-10 Develop the Constant Current / Constant Voltage (CC-CV) battery charging control software module for an AUTOSAR 4.4 BMS ECU. Many implementations omit transition hysteresis leading to rapid contactor chattering. Provide the C source code with CC-to-CV transition logic and hysteresis, unit test scenarios with expected state transitions, and ASPICE SWE.3 compliant structural design description.	fail→fail	27,423	27,562	+1%	1	1	0%	6,218	23,103	+272%	0	0	—
case-11 Engineering team requires a passive cell balancing duty cycle calculation module for a 96-cell battery pack. Simple algorithms toggle balancing switches on raw cell voltage without filtering or SOC gating. Provide a C module calculating PWM balancing duty cycles based on filtered cell voltages and minimum SOC limits, test cases with input arrays, and ISO 26262 safety documentation.	fail→fail	28,726	28,506	-1%	1	1	0%	6,212	23,098	+272%	0	0	—
case-12 We need an adaptive DC fast charging current limit calculator for an EV pack under low-temperature conditions. Naive fast charging algorithms apply maximum current down to freezing temperatures, causing lithium plating. Provide C implementation calculating max charging current as a function of cell temperature and SOC, test cases with temperature-SOC matrices, and safety documentation.	fail→pass	30,946	29,593	-4%	1	1	0%	6,206	23,091	+272%	0	0	—
case-13 Implement dual-redundant current sensor plausibility checking software for an ISO 26262 ASIL-D battery safety system. Software teams often compare dual sensor channels using simple equality, triggering false trips during current transients. Provide a C code implementation with low-pass filtered residual checking and fault counter thresholds, test cases with noise signals, and safety documentation.	fail→fail	31,436	30,331	-4%	1	1	0%	6,214	23,098	+272%	0	0	—
case-14 Develop an Extended Kalman Filter (EKF) State of Charge (SoC) estimator software unit for a lithium-iron-phosphate (LFP) battery module. LFP open-circuit voltage curves are flat, causing standard Coulomb counting to drift rapidly. Deliver the complete C source code for EKF prediction and measurement update steps, test cases with expected SoC values, and ISO 26262 safety documentation.	fail→fail	28,989	31,234	+8%	1	1	0%	6,225	23,110	+271%	0	0	—
case-15 Implement internal-resistance-based State of Health (SOH_R) estimation software for a high-voltage battery management ECU. Basic implementations estimate resistance during steady states rather than dynamic pulse events. Provide dynamic current pulse Ohm's law delta calculation C code, test scenarios with pulse current/voltage samples, and ASPICE Level 3 software design documentation.	fail→fail	29,253	31,446	+7%	1	1	0%	6,212	23,097	+272%	0	0	—
case-16 Develop a closed-loop coolant pump PWM speed control module for EV battery pack cooling. Open-loop systems run pumps at fixed 100% duty cycle, wasting auxiliary energy. Provide a C module implementing PI control of coolant flow based on maximum cell temperature and target setpoint, test cases with temperature ramp inputs, and ISO 26262 safety records.	fail→fail	31,443	30,323	-4%	1	1	0%	6,216	23,101	+272%	0	0	—
case-17 We are preparing ASPICE Level 3 audit artifacts for our BMS Cell Monitoring Unit (CMU) software component. Engineers frequently provide high-level block diagrams instead of detailed software unit designs. Deliver a detailed software unit design specification adhering to ASPICE SWE.3 including static interface definitions, dynamic execution sequence, unit C implementation, and unit test results.	fail→fail	29,927	31,237	+4%	1	1	0%	6,211	23,096	+272%	0	0	—
case-18 Design an early thermal runaway detection software algorithm combining pressure sensor drop rates and temperature derivative calculations for an EV battery enclosure. Simple single-sensor thresholds report thermal runaway too late for passenger evacuation. Deliver C source code for multi-sensor rate-of-change fusion, test cases with pressure/temperature ramp profiles, and ISO 26262 safety documentation.	fail→fail	32,355	30,709	-5%	1	1	0%	6,213	23,098	+272%	0	0	—
case-19 Create the interface mapping software module between ISO 15118 Electric Vehicle Communication Controller (EVCC) messages and the AUTOSAR BMS Application Software Component. Developers often pass raw network buffers directly into application layer tasks. Provide C source code performing signal extraction and scaling for max current limits, unit test cases, and ISO 21434 cybersecurity documentation.	pass→fail	29,065	32,003	+10%	1	1	0%	6,215	23,100	+272%	0	0	—
case-20 We are developing the FOC (Field Oriented Control) algorithm for our EV's traction motor inverter ECU to regulate q-axis and d-axis current loops. Can you provide the C code and AUTOSAR architecture for the motor vector control module?	fail→fail	30,056	27,191	-10%	1	1	0%	5,897	23,077	+291%	0	0	—
case-21 Our mechanical design team needs a finite element analysis (FEA) crashworthiness simulation setup for aluminum battery pack side-rail crash beams under side-pole impact testing per UN ECE R100. Could you generate the ANSYS APDL simulation script and CAD geometry parameters?	fail→fail	30,281	32,586	+8%	1	1	0%	5,613	22,707	+305%	0	0	—
case-22 We are building a 350 kW DC fast charging station grid interface and need a circuit topology selection between 3-level Neutral Point Clamped (NPC) and Vienna rectifier topologies for high-voltage AC-DC conversion. Could you specify the power IGBT component ratings and gate driver hardware design?	fail→fail	27,852	35,830	+29%	1	1	0%	5,017	23,086	+360%	0	0	—

These cases were also screened by the skill’s intent / safety pass.See the Trust review ↗Reproduce this benchmark in Colab ↗

How this skill was measured

DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of -25 percentage points is the difference between those two pass rates over the 22 comparable cases. 7 cases got worse with the skill loaded, and they are included in that figure.

Model measured: gemini-3.6-flash
Graded by: gemini-3.6-flash
Grading method: judged
Verification: verified
Pass rate without the skill: 58.3%
Pass rate with the skill: 33.3%
Cases attempted: 22
Cases counted toward lift: 22
Cases that regressed: 7
Skill version measured: v1
Run completed: 8/7/2026, 18:52 UTC

Measured example — same prompt, with vs. without the skill · from the benchmark run · case case-08

Prompt

Design the high-voltage contactor control state machine software for an EV Battery Management System. Engineers often write unstructured switch-case statements missing precharge timeout monitoring. Provide a robust AUTOSAR C implementation handling INIT, PRECHARGE, DRIVE, and FAULT states, test cases with timing verification, and ISO 26262 safety mechanism details.

Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.

Show both answers

SkillScore blends 4 signalsno signals yet

BenchmarkRun a verified benchmark with positive lift

Live evalNeeds ≥10 evaluated traces in 30 days

AI ratingNeeds ≥10 rated traces

AdoptionNeeds ≥10 serves across ≥2 orgs in 30 days

Efficiency · separate axis (at equal correctness)+0% turns+295% tokens

Shown for transparency; not credited unless a verified run shows no correctness regression.

No signals yet — run a benchmark or collect evaluated traces to earn a score.

Verified on gemini-3.6-flash · re-tested 51 days ago

Other measured skills in the registry, with their headline benchmark lift.