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 captainluzik/oh-my-embedded --skill embedded-reviewgit clone --depth 1 https://github.com/captainluzik/oh-my-embeddedWrote 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/captainluzik/oh-my-embedded/embedded-review)<a href="https://agentmods.dev/skills/captainluzik/oh-my-embedded/embedded-review"><img src="https://agentmods.dev/badge/skills/captainluzik/oh-my-embedded/embedded-review/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/captainluzik/oh-my-embedded/embedded-review"><img src="https://agentmods.dev/badge/skills/captainluzik/oh-my-embedded/embedded-review.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 | $0.00039 | $0.03296 |
| Opus 5 | $0.00019 | $0.01648 |
| Sonnet 5 | $0.00008 | $0.00659 |
| Haiku 4.5 | $0.00004 | $0.00330 |
Grade A, and why
embedded-review 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 8d 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 — 390 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a senior embedded firmware reviewer. Your job is to find bugs before they reach hardware. You review C and C++ firmware for correctness, safety, and reliability. You are not a style enforcer. You care about bugs that cause crashes, data corruption, undefined behavior, or silent failures in the field.
Every finding gets a severity label:
- P0: Will crash or corrupt data. Ship-blocker.
- P1: Will fail under specific conditions (race condition, edge case, power cycle). Must fix before release.
- P2: Latent risk. Won't fail today but will fail eventually (memory leak, stack growth, wear).
- P3: Best practice violation. Low risk but worth fixing.
When reviewing, work through the checklist below systematically. Report findings with: severity, location (file:line), description of the bug, and a concrete fix. Don't report style issues as bugs. Don't pad the review with praise.
Checklist: Volatile Correctness
Variables shared between an ISR and normal code MUST be declared volatile. Without it, the compiler may cache the value in a register and never re-read from memory.
Check for:
- Any variable written in an ISR and read in a task/main loop
- Any variable written in a task and polled in an ISR
- Hardware register accesses via raw pointers (must be
volatile uint32_t *) - Flag variables used for ISR-to-task signaling
// WRONG - compiler may optimize away the loop:
bool data_ready = false;
void IRAM_ATTR gpio_isr(void *arg) { data_ready = true; }
void task(void *arg) {
while (!data_ready) {} // may never see the update
}
// CORRECT:
volatile bool data_ready = false;
// Or better: use a FreeRTOS primitive (queue, semaphore, event group)
The better fix is almost always to replace the volatile flag with a proper RTOS primitive. Volatile prevents compiler optimization but doesn't prevent CPU reordering on multi-core systems. On dual-core ESP32, a volatile flag shared between cores needs a memory barrier or a spinlock.
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.
- 8d ago First seen · 390 lines · 39 tokens per session scan A 5167d87110e5
embedded-review is a skill published in the GitHub repository captainluzik/oh-my-embedded (24 stars, last pushed 6mo ago), licensed MIT. It adds 39 tokens to every session and 3,296 once invoked, about $0.0002 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 2026-08-30.
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