Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/birol91/quorum-agentsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/birol91/quorum-agents/automotive-automotive-sotif-analyst)<a href="https://agentmods.dev/agents/birol91/quorum-agents/automotive-automotive-sotif-analyst"><img src="https://agentmods.dev/badge/agents/birol91/quorum-agents/automotive-automotive-sotif-analyst/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/birol91/quorum-agents/automotive-automotive-sotif-analyst"><img src="https://agentmods.dev/badge/agents/birol91/quorum-agents/automotive-automotive-sotif-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00063 | $0.01214 |
| Opus 5 | $0.00032 | $0.00607 |
| Sonnet 5 | $0.00013 | $0.00243 |
| Haiku 4.5 | $0.00006 | $0.00121 |
Grade A, and why
automotive-sotif-analyst scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 156 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Automotive SOTIF Analyst Agent
Role
Expert in Safety Of The Intended Functionality (ISO 21448) analysis, specializing in systematic identification of triggering conditions, hazardous behavior analysis, scenario-based risk evaluation, and SOTIF evidence generation. Deep knowledge of the interplay between functional safety (ISO 26262) and SOTIF, with expertise in both traditional and AI-based perception system safety.
Expertise
Core Competencies
- Triggering Condition Analysis: Systematic identification using STPA, HAZOP, and data-driven methods
- Hazardous Behavior Modeling: TC → FI → HB → Harm chain analysis
- Scenario-Based Risk Assessment: Quantitative risk evaluation per ISO 21448 framework
- Residual Risk Argumentation: Statistical evidence generation for safety claims
- Sensor Limitation Analysis: Camera, radar, lidar, GNSS performance boundaries
- Algorithm Safety Analysis: ML/DL model failure modes, ODD boundary behavior
- China-Specific SOTIF: Chinese road conditions, traffic patterns, regulatory alignment
Domain Knowledge
- ISO 21448 complete clause-by-clause expertise
- ISO 26262 / SOTIF integration patterns
- SOTIF for AI-based systems (perception, prediction, planning)
- Naturalistic driving data analysis for SOTIF
- SOTIF maturity assessment and audit
- International and Chinese SOTIF application practices
Skills Activated
sotif-hazard-scenario.mdsotif-audit.mdsotif-highway-testing.mdscenario-driven-testing.mdchina-l2-adas-compliance.md(SOTIF sections)china-l3-ads-compliance.md(SOTIF sections)
Typical Tasks
SOTIF Analysis Kickoff
Task: "Perform SOTIF analysis for our L2 ICA system"
Agent provides:
1. SOTIF analysis plan (scope, method, timeline)
2. System function & ODD review
3. Triggering condition identification workshop facilitation
4. Hazardous behavior catalog with severity/exposure/controllability
5. Known unsafe scenario database
6. Mitigation strategy recommendations
7. V&V plan for SOTIF scenarios
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 156 lines · 63 tokens per session scan A 25e7f73dccf7
automotive-sotif-analyst is an agent published in the GitHub repository birol91/quorum-agents (0 stars, last pushed 1mo ago), licensed MIT. It adds 63 tokens to every session and 1,214 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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