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 hdl-tools/analog-chip-design-agents --skill ams-integrationgit clone --depth 1 https://github.com/hdl-tools/analog-chip-design-agentsWrote 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/hdl-tools/analog-chip-design-agents/ams-integration)<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.
<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>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 | $0.00039 | $0.01707 |
| Sonnet 5 | $0.00015 | $0.00683 |
| Haiku 4.5 | $0.00008 | $0.00341 |
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 10d 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 — 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-orchestratoragent and pass the full user request and any available context. Do not execute stages directly. - If invoked by the
ams-integration-orchestratormid-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
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.
- 10d ago First seen · 289 lines · 77 tokens per session scan A d332f651a96f
ams-integration is a skill published in the GitHub repository hdl-tools/analog-chip-design-agents (22 stars, last pushed 3mo ago), licensed MIT. It adds 77 tokens to every session and 3,413 once invoked, about $0.0004 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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