Borrowing it
Nothing to install: this file belongs to wedsamuel1230/electronic-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/wedsamuel1230/electronic-mcp-server/main/.github/skills/code-review-facilitator/SKILL.mdgit clone --depth 1 https://github.com/wedsamuel1230/electronic-mcp-serverWrote 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/wedsamuel1230/electronic-mcp-server/code-review-facilitator)<a href="https://agentmods.dev/skills/wedsamuel1230/electronic-mcp-server/code-review-facilitator"><img src="https://agentmods.dev/badge/skills/wedsamuel1230/electronic-mcp-server/code-review-facilitator/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/wedsamuel1230/electronic-mcp-server/code-review-facilitator"><img src="https://agentmods.dev/badge/skills/wedsamuel1230/electronic-mcp-server/code-review-facilitator.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 | $0.00068 | $0.02894 |
| Opus 5.5 | $0.00027 | $0.01158 |
| Sonnet 5.5 | $0.00014 | $0.00579 |
| Haiku 4.5 | $0.00007 | $0.00289 |
Grade A, and why
code-review-facilitator 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 2mo 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.
This is a copy
95% identical to code-review-facilitator — 12 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 497 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Code Review Facilitator
Provides systematic code review for microcontroller projects.
Resources
This skill includes bundled tools:
- scripts/analyze_code.py - Static analyzer detecting 15+ common Arduino issues
Quick Start
Analyze a file:
uv run scripts/analyze_code.py sketch.ino
Analyze entire project:
uv run scripts/analyze_code.py --dir /path/to/project
Interactive mode (paste code):
uv run scripts/analyze_code.py --interactive
Filter by severity:
uv run scripts/analyze_code.py sketch.ino --severity warning
When to Use
- "Review my code"
- "Is this code okay?"
- "How can I improve this?"
- Before publishing to GitHub
- After completing a feature
- When code "works but feels wrong"
Review Categories
1. 🏗️ Structure & Organization
Check For:
□ Single responsibility - each function does ONE thing
□ File organization - separate concerns (config, sensors, display, network)
□ Consistent naming convention (camelCase for variables, UPPER_CASE for constants)
□ Reasonable function length (< 50 lines ideally)
□ Header comments explaining purpose
Common Issues:
| Issue | Bad | Good |
|---|---|---|
| God function | 200-line loop() |
Split into readSensors(), updateDisplay(), etc. |
| Mixed concerns | WiFi code in sensor file | Separate network.cpp/h |
| Unclear names | int x, temp1, val; |
int sensorReading, temperatureC; |
Example Refactoring:
// ❌ Bad: Everything in loop()
void loop() {
// 50 lines of sensor reading
// 30 lines of display update
// 40 lines of network code
}
// ✅ Good: Organized functions
void loop() {
SensorData data = readAllSensors();
updateDisplay(data);
if (shouldTransmit()) {
sendToServer(data);
}
handleSleep();
}
2. 💾 Memory Safety
Critical Checks:
□ No String class in time-critical code (use char arrays)
□ Buffer sizes declared as constants
□ Array bounds checking
□ No dynamic memory allocation in loop()
□ Static buffers for frequently used strings
What ships with it
2 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.
- 2mo ago First seen · 497 lines · 68 tokens per session scan A ce2eeea5f393
code-review-facilitator is a skill published in the GitHub repository wedsamuel1230/electronic-mcp-server (1 stars, last pushed 10mo ago), licensed MIT. It adds 68 tokens to every session and 2,894 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 95% identical to code-review-facilitator, differing in 12 lines, and is treated as a copy.
code-review-facilitator compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| code-review-facilitatorwedsamuel1230/electronic-mcp-server | Skill | 1 | 10mo ago | MIT | A | 68 | Claude Code, Codex |
| connector-sdk-submitfivetran/connector_sdk_tools | Skill | 89 | yesterday | MIT | A | 45 | Claude Code |
| esp32-arch-reviewagodianel/esp32-claude-workbench | Skill | 82 | 4d ago | MIT | A | 124 | Claude Code, Codex |
| kicad-pcb-reviewoaslananka/kicad-mcp-pro | Skill | 182 | today | MIT | A | 31 | Claude Code |
| kicad-pcb-reviewoaslananka/kicad-mcp-pro | Skill | 182 | today | MIT | A | 19 | Claude Code |
| vllm-rocm-pr-reviewshen-shanshan/vllm-dev-skills | Skill | 31 | yesterday | Apache-2.0 | A | 0 | Claude Code, Codex |
| rtl-reviewvibeic/vibe-ic | Skill | 32 | today | Apache-2.0 | A | 63 | Claude Code |