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 mawildoer/atopile-agent-skill --skill design-reviewgit clone --depth 1 https://github.com/mawildoer/atopile-agent-skillWrote 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/mawildoer/atopile-agent-skill/design-review)<a href="https://agentmods.dev/skills/mawildoer/atopile-agent-skill/design-review"><img src="https://agentmods.dev/badge/skills/mawildoer/atopile-agent-skill/design-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/mawildoer/atopile-agent-skill/design-review"><img src="https://agentmods.dev/badge/skills/mawildoer/atopile-agent-skill/design-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 | $0.00047 | $0.02102 |
| Opus 5 | $0.00023 | $0.01051 |
| Sonnet 5 | $0.00009 | $0.00420 |
| Haiku 4.5 | $0.00005 | $0.00210 |
Grade A, and why
design-review scanned grade A with 1 finding 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 11d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
2. **Ensure datasheets are local.** Check the project's local `datasheets/` directory for the relevant IC datasheet and application note. If missing, download them there first (`WebFetch`/`curl` the PDF URL from the manu How it starts
The opening of the file, as written. The whole thing — 178 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Atopile Design Review
For agentic workers: This skill orchestrates four parallel review agents. Do NOT delegate to generic software code-review skills — this is a hardware design review. Each agent uses the atopile LSP (
lspskill) tools and reads local datasheets — no internet searches for datasheets.
Dispatches four parallel review agents, each focused on a distinct type of reasoning. For the why behind design rules, see the ato-language skill's design-patterns.md.
Before Dispatching Agents
- Identify the
.atofiles under review. - Ensure datasheets are local. Check the project's local
datasheets/directory for the relevant IC datasheet and application note. If missing, download them there first (WebFetch/curlthe PDF URL from the manufacturer's site, save as<manufacturer>_<part>.pdf). Agents must read from the local copy, not hunt the internet. - Extract the module's design parameters (
v_max, current targets, etc.) from the source. - Dispatch all four agents in a single message (parallel execution).
The Four Review Agents
Agent 1: Connectivity Audit
Reasoning type: Structural — are the right things connected?
Checks:
- Every IC pin that should be connected IS connected (cross-ref datasheet pin table)
- No unintended floating inputs (enable, config, power pins)
- Interface types match across connections (ElectricPower to ElectricPower, not to Electrical)
.referenceconnected on everyElectricLogic- Pull-ups/pull-downs present where required (I2C, active-low enables, open-drain outputs)
- Reset pins: correct polarity (active-low = pull-up, active-high = pull-down), decoupling cap present
- Config pins (address, mode select, enable) connected via 0-ohm or pull resistors, not tied directly to VCC/GND — allows reconfiguration without rework during early development
- Ground domains explicitly tied
- Bridge syntax used correctly (
~>only oncan_bridgemodules) - No external access to
_-prefixed (private) members of other modules - Every output action has a feedback/measurement path for automated self-test (ADC, sense line, read-back). Gaps documented in docstring.
- I2C address pins wired via Addressor with
basematching datasheet,assert addressor.address is i2c.address, andaddress_lines[].referenceconnected - No duplicate I2C addresses on the same bus (solver does NOT catch this — manual review only)
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.
- 11d ago First seen · 178 lines · 47 tokens per session scan A 76bc1062f945
design-review is a skill published in the GitHub repository mawildoer/atopile-agent-skill (10 stars, last pushed 2mo ago), licensed MIT. It adds 47 tokens to every session and 2,102 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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