embedded-project-loop

embedded-project-loop is a skill for Claude Code from wedsamuel1230/arduino-skills. It costs 55 tokens per session (1,108 once invoked), scanned A, original, MIT.

A tracking and evidence process for projects that combine software work with physical hardware, such as Arduino devices.

In plain words
What is it for?
Use it to record project goals, next steps, board details, test evidence, experiments, recovery steps, safety limits, and rollback plans.
Why use it?
It prevents an agent from claiming that wiring, soldering, flashing, measurements, or field tests happened without evidence, especially across multiple sessions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the arduino-skills plugin — 33 skills shipped together

Good fit Use it to record project goals, next steps, board details, test evidence, experiments, recovery steps, safety limits, and rollback plans.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wedsamuel1230/arduino-skills/embedded-project-loop
Install

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.

Any agent
npx skills add wedsamuel1230/arduino-skills --skill embedded-project-loop
Clone the repo
git clone --depth 1 https://github.com/wedsamuel1230/arduino-skills

Made for: Claude Code.

Or install arduino-skills, the plugin that ships this one along with the rest of its 33 skills.

Wrote 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.

agentmods badge for embedded-project-loop

README.md
[![agentmods](https://agentmods.dev/badge/skills/wedsamuel1230/arduino-skills/embedded-project-loop/github.svg)](https://agentmods.dev/skills/wedsamuel1230/arduino-skills/embedded-project-loop)
Your own site
<a href="https://agentmods.dev/skills/wedsamuel1230/arduino-skills/embedded-project-loop"><img src="https://agentmods.dev/badge/skills/wedsamuel1230/arduino-skills/embedded-project-loop/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.

agentmods 80×15 button for embedded-project-loop

Your own site · 80×15
<a href="https://agentmods.dev/skills/wedsamuel1230/arduino-skills/embedded-project-loop"><img src="https://agentmods.dev/badge/skills/wedsamuel1230/arduino-skills/embedded-project-loop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,108 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00055 $0.01108
Opus 5 $0.00028 $0.00554
Sonnet 5 $0.00011 $0.00222
Haiku 4.5 $0.00006 $0.00111

Measured 11d ago against content hash 370e10a6b772, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

embedded-project-loop 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 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.

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.

skills/embedded-project-loop/SKILL.md · 114 lines

How it starts

The opening of the file, as written. The whole thing — 114 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Embedded Project Loop

Use a small durable loop for work that crosses the boundary between files and physical hardware. The agent may prepare and verify host-side artifacts, but it must not invent soldering, flashing, measurement, or field evidence.

Recommended entry point

Load this skill before arduino-workflow-router whenever the request includes physical hardware, more than one session, a pending measurement, a field test, or recovery work. It owns the durable goal, next todo, evidence boundary, rollback path, and physical gate. The router then selects board, wiring, code, toolchain, test, and deployment specialists without closing this loop on its behalf.

State

Use .arduino/ in the project, or a user-selected external evidence directory:

.arduino/goal.md
.arduino/next-todo.md
.arduino/board-profile.md
.arduino/evidence/{build,upload,hardware,system,deployment}/
.arduino/experiment-log.jsonl
.arduino/resume-token.md

Keep secrets, tokens, private network credentials, and unredacted personal data out of these artifacts. goal.md records the exact target, success criteria, non-goals, safety constraints, stop conditions, and rollback path. The next-todo file contains one action, owner, prerequisites, expected evidence, gate, and status.

Bounded iteration

  1. Read the goal, next todo, board profile, and last ledger entry.
  2. Select one causal firmware, wiring, power, measurement, or diagnostic change.
  3. Run the narrowest safe host/build check available.
  4. Stop at a physical gate if the next action requires the user.
  5. Compare the supplied observation with the expected result and independent safety gate.
  6. Append the action, evidence path, decision, rollback, and next todo.
  7. Keep only a verified candidate; otherwise record a blocker or restore the current experiment surface.

One iteration must not combine several wiring changes, firmware images, power sources, or measurements. One change keeps failures attributable.

Physical gate

Read the full file on GitHub · 114 lines

Changes

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.

  1. 11d ago First seen · 114 lines · 55 tokens per session scan A 370e10a6b772

Subscribe to this mod's changes

embedded-project-loop is a skill published in the GitHub repository wedsamuel1230/arduino-skills (21 stars, last pushed 21d ago), licensed MIT. It adds 55 tokens to every session and 1,108 once invoked, about $0.0003 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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