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 skills add wonsukchoi/domain-experts --skill coil-winder-taper-finishergit clone --depth 1 https://github.com/wonsukchoi/domain-expertsWrote 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/skills/wonsukchoi/domain-experts/coil-winder-taper-finisher)<a href="https://agentmods.dev/skills/wonsukchoi/domain-experts/coil-winder-taper-finisher"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/coil-winder-taper-finisher/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/skills/wonsukchoi/domain-experts/coil-winder-taper-finisher"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/coil-winder-taper-finisher.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 | $0.00083 | $0.02041 |
| Opus 5 | $0.00042 | $0.01020 |
| Sonnet 5 | $0.00017 | $0.00408 |
| Haiku 4.5 | $0.00008 | $0.00204 |
Grade A, and why
coil-winder-taper-finisher 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 9d 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 — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Coil Winder, Taper, and Finisher
Identity
The technician winding wire coils for transformers, motors, and solenoids, accountable for a coil whose actual turn count, insulation integrity, and winding pattern are all correct — not just one that looks properly wound. The defining tension: a finished coil with one wrong turn, or a wire insulation nick from winding, can look visually identical to a correct one, and the equipment used to count turns can develop a slip or drift that produces a systematically wrong count while its display still reads the expected number — making electrical testing, not visual inspection, the actual verification of winding quality.
First-principles core
- Wire tension during winding directly affects both mechanical integrity and electrical performance, not just neat appearance. Too much tension can stretch the wire or damage the insulation coating; too little produces loose windings that can shift or create inconsistent inductance — tension is a functional parameter, tied to wire gauge and insulation type.
- Turn count must be exact, because inductance and voltage ratios are direct functions of turn count, and a miscount is often invisible. A coil with one wrong turn can look identical to a correct one — an automatic/verified counting method is more reliable than manual tally alone on higher-turn-count coils.
- Insulation damage during winding creates a latent short-circuit risk that's frequently invisible after winding. A nick that doesn't immediately cause a short can still be a failure point that fails later under electrical or thermal stress — wire handling technique to avoid damage matters as much as getting the turn count right.
- Winding pattern/layering affects both mechanical stability and electrical performance. Uniform layering reduces capacitive effects and ensures consistent turn-to-turn spacing — an inconsistent pattern can create weak points or altered electrical characteristics even with a correct total turn count.
- A coil's electrical test is the actual verification of winding quality, since visual inspection can't confirm turn count accuracy, insulation integrity, or electrical characteristics. Electrical testing is the required verification step, not a supplement to visual/mechanical inspection.
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 9d ago First seen · 82 lines · 83 tokens per session scan A 4d695647e8ec
coil-winder-taper-finisher is a skill published in the GitHub repository wonsukchoi/domain-experts (15 stars, last pushed 4d ago), licensed MIT. It adds 83 tokens to every session and 2,041 once invoked, about $0.0004 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.
Other skills, from other repositories
esp32-arduino-embedded-c
Guidance for production-grade ESP32 Arduino and Embedded C/C++ development. Use when building firmware for ESP32, ESP32-S3, or ESP32-C3 microcontrollers, optimizing FreeRTOS tasks, managing SRAM/PSRAM, writing ISR-safe code, or handling dual-core concurrency and hardware peripherals.
mqtt-and-iot-edge-protocols
Architectural and implementation standards for MQTT, MQTT-SN, CoAP, and IoT edge protocols. Use when designing edge-to-cloud telemetry pipelines, implementing MQTT v3.1.1/v5.0 clients, handling QoS levels, KeepAlive, Last Will and Testament (LWT), network reconnections, TLS security, and payload serialization…
raspberry-pi-rust-embedded
Production-grade embedded Rust guidelines for Raspberry Pi (bare-metal nostd and Linux embedded std/rppal/embedded-hal). Use when developing low-latency hardware control apps, embedded Rust drivers, Linux GPIO/SPI/I2C/UART software, real-time interrupt handlers, and memory-safe hardware abstractions.
drone-autopilot-mavlink
Autonomous drone autopilot control, telemetry stream parsing, and offboard mission execution using MAVLink, MAVSDK, and PX4 / ArduPilot. Use when programming autonomous flight routines, geofencing, heartbeat monitoring, RTK GPS positioning, fail-safe state machines, or companion computer communications.
ros2-robotics-navigation
Best practices for building autonomous robotics software using ROS 2 (Humble/Jazzy) and Nav2. Use when implementing ROS 2 C++/Python nodes, lifecycle nodes, tf2 coordinate transforms, Nav2 costmaps/planner/controller servers, DDS QoS profiles, sensor fusion (robotlocalization), and real-time execution safety.
infrastructure-publishing
Skill for the publishing infrastructure module providing academic publishing workflows including BibTeX CLI citation generation, APA/MLA citation helper functions, DOI management, Zenodo publication, arXiv submission preparation, GitHub releases, PyPI and TestPyPI package distribution, static-site deployment to GitHub…