152 Claude skills for the joyless paperwork of building cars
Someone finally taught an LLM to speak fluent automotive compliance.

What it does
This repo ships 76 builder skills plus 76 matching reviewer skills for Claude — installable .skill files that generate the Excel deliverables automotive engineering demands. Coverage spans ISO 26262 functional safety, ISO/SAE 21434 cybersecurity, ISO 21448 SOTIF, AIAG-VDA quality (APQP/PPAP/FMEA), Automotive SPICE, AUTOSAR, diagnostics, calibration, MBSE, SysML, and V&V. Each builder produces structured xlsx output; each reviewer validates it and spits back a dashboard with KPI tiles and findings tables.
The interesting bit The “chain” design is the actual insight here: downstream skills consume upstream xlsx files as a file-format contract, so your HARA feeds your FSC feeds your TSC feeds your FMEDA without format drift. The builder+reviewer pairing is less about AI self-correction and more about forcing a second pass through a structured checklist — essentially automating the “did you actually fill this out right?” stage that junior engineers usually endure.
Key highlights
- 152 total skills across 14 automotive engineering domains
- Explicit chain dependencies: Item Definition → Safety Plan → DIA → HARA → FSC → TSC → HW/SW lanes → Safety Case
- Reviewer skills output visual dashboards with charts and findings tables, not just pass/fail
- Trigger by natural phrasing: “Build a HARA for a new ECU project — Electronic Stability Control”
- Covers both Classic and Adaptive AUTOSAR, plus incident response plans with UN R155 / ENISA / NHTSA notification deadlines
Caveats
- README is exhaustive on what each skill produces but silent on how well — no validation against real OEM acceptance criteria
- The xlsx-as-contract approach assumes your toolchain tolerates Excel as a serialization format; your MBSE tool probably doesn’t
- Requires Claude Desktop or Cowork; no mention of API usage or CI integration
Verdict If you’re an automotive safety engineer drowning in ISO 26262 paperwork, this is a structured prompt library that might actually save you weeks. If you’re not in automotive compliance, the specificity is almost alien — move along.