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 behavioral-modelinggit 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/behavioral-modeling)<a href="https://agentmods.dev/skills/hdl-tools/analog-chip-design-agents/behavioral-modeling"><img src="https://agentmods.dev/badge/skills/hdl-tools/analog-chip-design-agents/behavioral-modeling/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/behavioral-modeling"><img src="https://agentmods.dev/badge/skills/hdl-tools/analog-chip-design-agents/behavioral-modeling.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 | $0.00079 | $0.03173 |
| Opus 5 | $0.00039 | $0.01587 |
| Sonnet 5 | $0.00016 | $0.00635 |
| Haiku 4.5 | $0.00008 | $0.00317 |
Grade A, and why
behavioral-modeling 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 — 259 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skill: Behavioral / AMS Modeling
Invocation
- If invoked by a user presenting a modeling task: immediately spawn the
analog-chip-design-agents:behavioral-modeling-orchestratoragent and pass the full user request and any available context. Do not execute stages directly. - If invoked by the
behavioral-modeling-orchestratormid-flow (including fix-request servicing): 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/modeling/knowledge.md— known Verilog-A idioms, OpenVAF/ADMS quirks, convergence recipes, RNM pitfalls. Incorporate its guidance into every authoring decision.memory/modeling/run_state.md— current run identity (run_id,design_name,pdk,last_stage) for resume-after-interruption.
Purpose
Author, compile, and validate analog behavioral models and the connect modules that bridge analog and digital domains — the "analog HDL" capability. Six stages with explicit QoR gates and loop-back criteria enforced by the behavioral-modeling orchestrator. A model is only signed off when it is both accurate (vs a SPICE reference) and faster than SPICE.
Supported EDA Tools
Open-Source
- OpenVAF (
openvaf) — Verilog-A → OSDI compiler for ngspice / Xyce; the primary path - ADMS (
admsXml) — legacy Verilog-A → C model generation - ngspice (
ngspice) / Xyce (Xyce) — OSDI loading + model-vs-SPICE co-sim - SystemVerilog RNM (
nettype/wreal) via Verilator (verilator) / Icarus (iverilog) - Hdl21 + VLSIR (
python -m hdl21) — programmatic (Python) analog HDL - GHDL-AMS (
ghdl) — limited VHDL-AMS support
Proprietary (detect-only — never installed)
- Cadence AMS Designer / Xcelium AMS (
xrun) — Verilog-AMS / Verilog-A reference - Spectre Verilog-A (
spectre) — Verilog-A in Spectre - Synopsys VCS-AMS / CustomSim (
vcs) — AMS co-sim - Siemens Symphony / Symphony Pro — AMS simulation
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 · 259 lines · 79 tokens per session scan A 2461e292a0fc
behavioral-modeling is a skill published in the GitHub repository hdl-tools/analog-chip-design-agents (22 stars, last pushed 3mo ago), licensed MIT. It adds 79 tokens to every session and 3,173 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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