What is ams-integration?

A workflow for combining approved analog, radio-frequency, and digital blocks into one mixed-signal chip design. It checks block readiness, connections, chip-level simulation, and power-domain intent before integration sign-off.

Use it to assemble the mixed-signal top, define boundary connections, run chip-level analog–digital simulations, check power intent, and revalidate integration fixes.

It helps catch mismatched connections, supply-domain problems, and behavior differences between blocks before the design is approved.

ams-integration — Skill for Claude Code by hdl-tools

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 hdl-tools/analog-chip-design-agents --skill ams-integration

Clone the repo

git clone --depth 1 https://github.com/hdl-tools/analog-chip-design-agents

Made for: Claude Code.

Or install analog-design-ams-integration, the plugin that ships this one along with the rest of its 1 skill, 1 agent.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/hdl-tools/analog-chip-design-agents/ams-integration/github.svg)](https://agentmods.dev/skills/hdl-tools/analog-chip-design-agents/ams-integration)

Your own site

<a href="https://agentmods.dev/skills/hdl-tools/analog-chip-design-agents/ams-integration"><img src="https://agentmods.dev/badge/skills/hdl-tools/analog-chip-design-agents/ams-integration/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/hdl-tools/analog-chip-design-agents/ams-integration"><img src="https://agentmods.dev/badge/skills/hdl-tools/analog-chip-design-agents/ams-integration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 77 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 3,413 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.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00077	$0.03413
Opus 5.5	$0.00031	$0.01365
Sonnet 5.5	$0.00015	$0.00683
Haiku 4.5	$0.00008	$0.00341

Measured 2mo ago against content hash d332f651a96f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ams-integration 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.

plugins/ams-integration/skills/ams-integration/SKILL.md · 289 lines

How it starts

The opening of the file, as written. The whole thing — 289 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill: Mixed-Signal Top Integration

Invocation

If invoked by a user presenting a mixed-signal top-integration task: immediately spawn the analog-chip-design-agents:ams-integration-orchestrator agent and pass the full user request and any available context. Do not execute stages directly.
If invoked by the ams-integration-orchestrator mid-flow (including re-validation): do not spawn a new agent. Treat this file as read-only — return the requested stage rules, sign-off criteria, or loop-back guidance.

Spawning the orchestrator from within an active orchestrator run causes recursive delegation and must never happen.

Pre-run Context

Before executing or advising on any stage, read the following if they exist:

memory/ams-integration/knowledge.md — known connect-rule pitfalls, supply-domain crossing recipes, ESD/IO-ring checklists, UPF/power-intent consistency tactics, top-LVS net-matching fixes. Incorporate its guidance.
memory/ams-integration/run_state.md — current run identity for resume-after-interruption.

Purpose

Assemble the mixed-signal top from signed-off analog/RF/digital IP: qualify each block, build the top netlist, define boundary/connect rules, run chip-level AMS simulation, and verify power intent through integration sign-off. Six stages with explicit QoR gates. This is the top-level integration domain — it consumes every upstream block's signed-off artifact and, on a fault it cannot absorb, opens a fix_request the pipeline-orchestrator routes to the offending domain (custom-layout for a top-LVS/connectivity fault, circuit-design for a functional/spec miss, behavioral-modeling for a connect-module/RNM fault).

Supported EDA Tools

Open-Source

cocotb (python -m cocotb) + ngspice / Xyce — chip-level analog-digital co-sim
KLayout (klayout) / Magic (magic) + Netgen (netgen) — top-level LVS / connectivity
Verilator (verilator) / Icarus (iverilog) — digital + RNM at the top

Read the full file on GitHub · 289 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.

2mo ago First seen · 289 lines · 77 tokens per session scan A d332f651a96f

Subscribe to this mod's changes

ams-integration is a skill published in the GitHub repository hdl-tools/analog-chip-design-agents (25 stars, last pushed 5mo ago), licensed MIT. It adds 77 tokens to every session and 3,413 once invoked, about $0.0003 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 2026-08-30.

Hardware and IoT Testing

ams-integration next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
ams-integrationhdl-tools/analog-chip-design-agents	Skill	25	5mo ago	MIT	A	77	Claude Code
gke-compute-classesgoogle/skills	Skill	22k	yesterday	Apache-2.0	A	83	Claude Code, Codex
jetson-diagnosticNVIDIA/skills	Skill	3.9k	yesterday	Apache-2.0	A	30	Claude Code, Codex
holoscan-install-wheelNVIDIA/skills	Skill	3.9k	yesterday	Apache-2.0	A	34	Claude Code, Codex
offensive-z-waveSnailSploit/Claude-Red	Skill	10k	25d ago	MIT	A	113	Claude Code, Codex
doca-socket-relayNVIDIA/skills	Skill	3.9k	yesterday	Apache-2.0	A	236	Claude Code, Codex
hsb-flashNVIDIA/skills	Skill	3.9k	yesterday	Apache-2.0	B	94	Claude Code