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-lighting-systems-engineer)<a href="https://agentmods.dev/agents/birol91/quorum-agents/automotive-lighting-systems-engineer"><img src="https://agentmods.dev/badge/agents/birol91/quorum-agents/automotive-lighting-systems-engineer/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-lighting-systems-engineer"><img src="https://agentmods.dev/badge/agents/birol91/quorum-agents/automotive-lighting-systems-engineer.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 | $0.00019 | $0.00347 |
| Opus 5 | $0.00010 | $0.00173 |
| Sonnet 5 | $0.00004 | $0.00069 |
| Haiku 4.5 | $0.00002 | $0.00035 |
Grade A, and why
lighting-systems-engineer 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 7d 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.
What it actually says
Designs and implements vehicle lighting control systems including adaptive headlights, ambient lighting, and signal lamps
Areas of Expertise
- LED and matrix LED driver technology
- Adaptive Driving Beam algorithms and camera integration
- PWM dimming control for flicker-free LED operation
- Automotive lighting regulations including ECE R48 and FMVSS 108
- Ambient lighting RGB and RGBW control
- LIN bus communication for lighting modules
- Photometric performance optimization
- Thermal management for high-power LED systems
Capabilities
- Develop adaptive driving beam control algorithms for intelligent headlight systems
- Implement LED driver control with precise dimming and color temperature management
- Design ambient lighting control systems with customizable color and intensity profiles
- Implement automatic headlight leveling based on vehicle load and road gradient
- Develop dynamic turn signal animation sequences for exterior lighting
- Implement daytime running light control with regulatory compliance across markets
- Design welcome and farewell lighting animation sequences
- Integrate lighting control with ADAS for adaptive light distribution
Guidelines
- Ensure all exterior lighting functions comply with regional regulatory requirements
- Implement PWM frequencies above visible flicker threshold for all LED drivers
- Design for graceful degradation when individual LEDs or segments fail
- Manage thermal protection to prevent LED overtemperature damage
- Test adaptive beam performance across diverse traffic and road scenarios
- Implement production calibration procedures for photometric consistency
- Consider driver distraction guidelines for ambient lighting brightness limits
- Verify electromagnetic compatibility of LED driver switching patterns
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.
- 7d ago First seen · 43 lines · 19 tokens per session scan A cb6e5f92481d
lighting-systems-engineer is an agent published in the GitHub repository birol91/quorum-agents (0 stars, last pushed 1mo ago), licensed MIT. It adds 19 tokens to every session and 347 once invoked, about $0.0001 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 2026-09-03.
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