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 1622352030/lab-equipment-mcp --skill add-lab-equipment-devicegit clone --depth 1 https://github.com/1622352030/lab-equipment-mcpWrote 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/1622352030/lab-equipment-mcp/add-lab-equipment-device)<a href="https://agentmods.dev/skills/1622352030/lab-equipment-mcp/add-lab-equipment-device"><img src="https://agentmods.dev/badge/skills/1622352030/lab-equipment-mcp/add-lab-equipment-device/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/1622352030/lab-equipment-mcp/add-lab-equipment-device"><img src="https://agentmods.dev/badge/skills/1622352030/lab-equipment-mcp/add-lab-equipment-device.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 | $0.00108 | $0.03112 |
| Opus 5.5 | $0.00043 | $0.01245 |
| Sonnet 5.5 | $0.00022 | $0.00622 |
| Haiku 4.5 | $0.00011 | $0.00311 |
Grade A, and why
add-lab-equipment-device 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 1mo 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 — 191 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Add Lab Equipment Device
Add equipment support only after proving the physical interface, host environment, command protocol, and acceptance path. Preserve existing devices and keep model-specific behavior isolated. For recurring failure patterns from the AFG-2125 implementation, read lessons-learned.md before coding.
The manual's remote-control chapter is the first authority
Everything the driver sends, accepts and reports must come from the manual's remote-control or programming chapter, and every such decision must be traceable to a page. Familiarity with other instruments is not evidence.
- Spellings, options, ranges and limits come from the manual. Do not extend an option list with values that are merely conventional for the transport.
- Do not invent descriptive metadata. If the manual describes a setting across several columns, reproduce those columns rather than collapsing them into a plausible-sounding phrase.
- Anything the manual does not state is either omitted or explicitly marked as not documented, in the driver, the tests and the device guide. Never present a guess as a manual fact.
- When the manual contradicts the transport's habits, the manual wins.
Cases that motivated this rule, all from the Fluke 8808A run: an odd parity option the manual
never lists (it names only none and E = even); a flow-control option list the manual never
mentions at all; and trigger-type descriptions invented from front/rear-panel intuition when the
manual's table 4-3 actually has three columns (trigger source, rear-panel trigger, settling delay).
Stage gates
Five checkpoints each require an artefact before the next phase starts. The workflow below says what to do; the gates make each prerequisite provable rather than assumed. Skipping a gate is a failed run even when the code works, and a gate is passed by producing its artefact, never by stating that the work was done.
| Gate | Before | Required artefact | Reviewed by |
|---|---|---|---|
| G0 Rule map | any work on the task | every applicable rule from this skill, its references, and the user's standing preferences, each mapped to a concrete action, deliverable and status | user glance |
| G1 Manual evidence card | writing any code | interface differences and model restrictions, each with a page number, read from rendered pages | user glance |
| G2 Blast-radius list | touching core/ or any shared code |
every caller, its transport, whether it can be verified now, and the rollback if not | user |
| G3 Coverage matrix | claiming an interface is "tested" | feature group by interface, with unrun cells marked unverified | self |
| G4 Change authorisation | changing host network, device state, or enabling output | what changes, what it affects, how to revert | user |
| G5 Usage Skill | finalising the PR, after acceptance | the device's skills/<name>/: class fundamentals with page numbers, every pit from this task traced to numbers, registered in both READMEs and installed locally |
self |
What ships with it
7 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.
- 1mo ago Changed · +25 lines ace0866822e8
- 1mo ago Changed · +28 lines 2ac87615b4d2
- 1mo ago Changed · +26 lines c7cac65ec053
- 2mo ago First seen · 112 lines · 108 tokens per session scan A 653ed518d094
add-lab-equipment-device is a skill published in the GitHub repository 1622352030/lab-equipment-mcp (0 stars, last pushed 1mo ago), licensed MIT. It adds 108 tokens to every session and 3,112 once invoked, about $0.0004 per session on Opus 5.5. 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 2026-08-31.
add-lab-equipment-device compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| add-lab-equipment-device1622352030/lab-equipment-mcp | Skill | 0 | 1mo ago | MIT | A | 108 | Codex |
| neuroskill-bciNousResearch/hermes-agent | Skill | 261k | yesterday | MIT | A | 18 | Claude Code, Codex |
| ruview-applicationsruvnet/RuView | Skill | 103k | yesterday | MIT | A | 79 | Claude Code |
| lab-hardware-cadK-Dense-AI/scientific-agent-skills | Skill | 56k | 5d ago | MIT | A | 108 | Claude Code |
| pylabrobotK-Dense-AI/scientific-agent-skills | Skill | 56k | 5d ago | MIT | A | 49 | Claude Code |
| pybammK-Dense-AI/scientific-agent-skills | Skill | 56k | 5d ago | MIT | A | 70 | Claude Code, Codex |
| calibrate-roomruvnet/RuView | Skill | 103k | yesterday | MIT | A | 41 | Claude Code |