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.
npx agentmods add skills/hermeticormus/libreembed-claude-code/sensor-patternsnpx skills add HermeticOrmus/LibreEmbed-Claude-Code --skill sensor-patternsgit clone --depth 1 https://github.com/HermeticOrmus/LibreEmbed-Claude-CodeWhat 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 | $0.00000 | $0.01652 |
| Opus 5 | $0.00000 | $0.00826 |
| Sonnet 5 | $0.00000 | $0.00330 |
| Haiku 4.5 | $0.00000 | $0.00165 |
Grade A, and why
sensor-patterns 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 2d 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 — 193 lines — stays where its author put it; the contents beside it link to each section on GitHub.
sensor-patterns
Knowledge Base
Sensor driver, calibration, and filtering patterns for embedded C.
Pattern 1: SPI Sensor Register Protocol
Most SPI sensors use: CS assert → [address byte with R/W bit] → [data bytes] → CS deassert.
/* Generic SPI sensor: 8-bit register address, bit7 = R/W (1=read) */
/* Example: ICM-42688 IMU, MPU-9250, LIS3DH */
uint8_t spi_sensor_read_reg(uint8_t reg)
{
uint8_t tx[2] = { reg | 0x80U, 0x00U }; /* Bit7=1: read */
uint8_t rx[2] = { 0 };
spi_cs_assert();
spi_transfer_bytes(tx, rx, 2);
spi_cs_deassert();
return rx[1]; /* Byte 0 = dummy (address phase), byte 1 = data */
}
void spi_sensor_write_reg(uint8_t reg, uint8_t val)
{
uint8_t tx[2] = { reg & 0x7FU, val }; /* Bit7=0: write */
spi_cs_assert();
spi_transfer_bytes(tx, NULL, 2);
spi_cs_deassert();
}
/* Burst read: read N registers starting at addr */
void spi_sensor_read_burst(uint8_t start_reg, uint8_t *buf, uint8_t len)
{
uint8_t addr = start_reg | 0x80U;
spi_cs_assert();
spi_transfer_bytes(&addr, NULL, 1); /* Send address */
spi_transfer_bytes(NULL, buf, len); /* Receive data */
spi_cs_deassert();
}
Pattern 2: Temperature Sensor with NTC Thermistor
NTC (Negative Temperature Coefficient) resistance decreases with temperature. Steinhart-Hart equation.
#include <math.h>
#define R_SERIES 10000.0f /* 10kΩ series resistor */
#define R_NOM 10000.0f /* Nominal resistance at T_NOM */
#define T_NOM 298.15f /* 25°C in Kelvin */
#define B_COEFF 3950.0f /* Beta coefficient from datasheet */
/* Returns temperature in Celsius */
float ntc_adc_to_celsius(uint16_t adc_raw, uint16_t adc_max)
{
/* Voltage divider: R_NTC = R_SERIES * ADC / (ADC_MAX - ADC) */
float resistance = R_SERIES * (float)adc_raw / (float)(adc_max - adc_raw);
/* Steinhart-Hart simplified (B-parameter equation) */
float temp_K = 1.0f / (1.0f/T_NOM + (1.0f/B_COEFF) * logf(resistance / R_NOM));
return temp_K - 273.15f;
}
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.
- 2d ago First seen · 193 lines · 0 tokens per session scan A b1778d42ecc2
sensor-patterns is a skill published in the GitHub repository HermeticOrmus/LibreEmbed-Claude-Code (44 stars, last pushed 3mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,652 tokens. 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 2026-08-30.
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