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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
100+ installable Claude skills covering Engineering areas such as, ISO 26262 functional safety, ISO/SAE 21434 cybersecurity, ISO 21448 SOTIF, AIAG-VDA quality (APQP/PPAP/FMEA), Automotive SPICE, and continuous improvement tools — every builder paired with a confirmation reviewer.
| Date | Stars |
|---|---|
| 2026-07-31 | 2512 |
| 2026-08-06 | 2512 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
<div align="center">
# Automotive Engineering Suite
**152 installable Claude skills covering automotive safety, cybersecurity, quality, communication, diagnostics, AUTOSAR, calibration, MBSE, SysML, and V&V**
[](LICENSE)
[](skills/)
[]()
[]()
[](https://claude.com)
Every artifact-producing skill is paired with a confirmation reviewer. Reviewer outputs include a visual dashboard with KPI tiles, charts, and findings tables.
[Quickstart](#quickstart) · [The Chain](#the-chain) · [Skills](#skills) · [Standards](#standards-covered) · [Why](#why)
</div>
---
## What this is
A curated set of 76 builder skills + 76 matching confirmation reviewer skills that automate the structured xlsx deliverables required across the automotive engineering lifecycle:
- **ISO 26262** functional safety (concept → HW → SW → safety case)
- **ISO/SAE 21434** cybersecurity (TARA → goals → concept → architecture → IR plan)
- **ISO 21448 SOTIF** for ADAS/AV (analysis → triggering conditions → validation strategy)
- **AIAG-VDA quality** (APQP → DFMEA → PFMEA → Control Plan → PPAP)
- **Automotive SPICE** (assessment → gap analysis → improvement → evidence)
- **Communication protocols** (DBC / LDF / ARXML / FlexRay / Automotive Ethernet / K-Matrix / bus load / gateway routing)
- **Diagnostics** (UDS / DTC catalog / CDD / ODX / DEM)
- **AUTOSAR** (Classic SWC, Composition, BSW, RTE; Adaptive applications)
- **Calibration** (A2L / DCM / cross-supplier exchange)
- **MBSE** (ARCADIA model architecture, requirements allocation, system context)
- **SysML** (block diagram, requirement diagram, activity diagram, state machine)
- **V&V** (verification plan, validation plan, test case catalog, traceability matrix, V&V execution report)
- **Chain-integrated program management** (risk register, gate review, WP roll-up, change impact, lessons learned)
- **Continuous improvement** (8D, 5-Why, fishbone, MSA Gauge R&R, SPC)
Each skill is an installable `.skill` file. The chain is the moat — every downstream skill consumes the upstream skill's xlsx output as a stable file-format contract.
## Quickstart
1. Download the skill you need from `skills/` (or the full bundle from Releases)
2. Click "Save skill" in Cowork / Claude Desktop to install
3. Trigger by phrasing — every skill declares its triggering description in its frontmatter
```bash
# Example: install the HARA builder, then ask Claude
"Build a HARA for a new ECU project — Electronic Stability Control"
```
## The chain
```
Item Definition → Safety Plan → DIA
↓
HARA → FSC → TSC
↓ ↓
HW Lane SW Lane
↓ ↓ ↓ ↓ ↓ ↓ ↓ ↓
HW-SR Arch HSI FMEDA SW-SR Arch FMEA HSI
↓ ↓
Safety Case (capstone)
Parallel chains:
TARA → CS Goals → CS Concept → CS Architecture → IR Plan + Secure Coding (ISO/SAE 21434)
SOTIF Analysis → Triggering Conditions → Validation Strategy (ISO 21448)
APQP Plan → DFMEA → PFMEA → Control Plan → PPAP Package (IATF 16949)
ASPICE Assessment → Gap Analysis → Improvement Plan → Process Evidence (ASPICE PAM)
```
Every box above has a builder skill AND a matching reviewer skill.
## Skills
### Foundation (3 builder/reviewer pairs)
| Skill | Standard |
|-------|----------|
| `item-definition-builder` + reviewer | ISO 26262-3 §5 |
| `safety-plan-builder` + reviewer | ISO 26262-2 §6 |
| `dia-builder` + reviewer | ISO 26262-8 §5 |
### ISO 26262 Concept Phase (3 pairs)
| Skill | What it produces |
|-------|-------------Excerpt of 15,647 characters
Read on GitHub
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:255089e2f1338068, llm:Repository topics and description: '100+ installable Claude skills covering Engineering areas such as ISO 26262 functional safety, ISO/SAE 21434 cybersecurity, ISO 21448 SOTIF, AIAG-VDA quality (APQP/PPAP/FMEA), Automotive SPICE...' — provides Claude (AI assistant) skills for automotive engineering processes.
matched fp:255089e2f1338068, llm:Repository topics and description: '100+ installable Claude skills covering Engineering areas such as ISO 26262 functional safety, ISO/SAE 21434 cybersecurity, ISO 21448 SOTIF, AIAG-VDA quality (APQP/PPAP/FMEA), Automotive SPICE...' — provides Claude (AI assistant) skills for automotive engineering processes.
matched fp:255089e2f1338068, llm:Repository topics and description: '100+ installable Claude skills covering Engineering areas such as ISO 26262 functional safety, ISO/SAE 21434 cybersecurity, ISO 21448 SOTIF, AIAG-VDA quality (APQP/PPAP/FMEA), Automotive SPICE...' — provides Claude (AI assistant) skills for automotive engineering processes.