Agent skill · Audited from source

Spice

skill · aklofas/kicad-happyMIT licenceAudited 15 Oct 2026 · source 4790730940af

★ 1,394pushed today
!CAUTIONGrade B · 86/100 · 8 findings · 4790730
1,394repo stars · whole aklofas/kicad-happy

Is it safe? With care — CAUTION, grade B (86/100). We read this skill's source at commit 4790730940af and observed filesystem and network access and no hard-coded secrets. The audit raised 8 findings, 0 critical or high. What it does: Run automatic SPICE simulations on subcircuits detected from KiCad schematic analysis — validates filter frequencies, divider ratios, opamp gains, LC resonance, and crystal load capacitance. Supports ngspice, LTspice,…

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Cite this page

ModelsAtlas. “Spice (aklofas/kicad-happy)”. Retrieved 15 Oct 2026. https://modelsatlas.com/skills/aklofas/spice

Trust audit

Audit 0.4.1 · source read 15 Oct 2026

Trust score86/100!CAUTION B
0 critical0 high8 medium0 low0 info

CAUTION means the audit found things worth knowing before you trust this skill. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemDeclared1 observation
  • NetworkDeclared5 observations
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityWARN5
L1 Static sourceSecrets, path traversal, supply chain, hidden codeWARN3
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (8)

MEDIUMObfuscation / stealthobf.homoglyph · scripts/extract_parasitics.py:225
F-07 Obfuscation / stealthCWE-506 · CWE-94Layer L1
if total_trace_r > 0.001:  # > 1mΩ
Why
No further detail recorded for this rule.
Fix
—
MEDIUMObfuscation / stealthobf.homoglyph · scripts/spice_spec_fetcher.py:130
F-07 Obfuscation / stealthCWE-506 · CWE-94Layer L1
m = re.search(r'([\d.]+)\s*(TΩ|GΩ|MΩ|kΩ|Ω|Tohm|Gohm|Mohm|kohm|ohm)', text, re.IGNORECASE)
Why
No further detail recorded for this rule.
Fix
—
MEDIUMObfuscation / stealthobf.homoglyph · scripts/spice_templates.py:140
F-07 Obfuscation / stealthCWE-506 · CWE-94Layer L1
note = f"* Parasitic: {length:.1f}mm trace → {r_total*1000:.1f}mΩ"
Why
No further detail recorded for this rule.
Fix
—

Audit 0.4.1 · source sha 4790730940af · 15 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisheraklofas GitHub userOwner of the repository this skill is read from
  • Source folderaklofas/kicad-happy/skills/spiceThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdict4790730940afA new audit runs when the source changes
  • Repository statusNot archivedPushed today
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Run automatic SPICE simulations on subcircuits detected from KiCad schematic analysis — validates filter frequencies, divider ratios, opamp gains, LC resonance, and crystal load capacitance. Supports ngspice, LTspice,…

---
name: spice
description: >-
  Run automatic SPICE simulations on subcircuits detected from KiCad schematic
  analysis — validates filter frequencies, divider ratios, opamp gains, LC
  resonance, and crystal load capacitance. Supports ngspice, LTspice, and Xyce
  (auto-detected). Generates testbenches, runs batch mode, produces structured
  pass/warn/fail report. Use when the user asks to simulate, verify, or
  validate any analog subcircuit — RC filters, LC filters, voltage dividers,
  opamp circuits, crystal oscillators. Also for "simulate my circuit", "run
  spice", "verify with simulation", "check my filter cutoff", "does this
  divider give the right voltage", "what's the bandwidth of this opamp stage".
  Consider suggesting simulation during design reviews when the schematic
  analyzer reports simulatable subcircuits and a SPICE simulator is available.
---

# SPICE Simulation Skill

Automatically generates and runs SPICE testbenches for circuit subcircuits detected by the `kicad` skill's schematic analyzer. Supports ngspice, LTspice, and Xyce (auto-detected). Validates calculated values (filter frequencies, divider ratios, opamp gains) against actual simulation results and produces a structured report.

This skill inverts the typical simulation workflow: instead of requiring users to create simulation sources and configure analysis (which ~2.5% of KiCad users do), it generates targeted testbenches automatically from the analyzer's subcircuit detections.

## Related Skills

| Skill | Purpose |
|-------|---------|
| `kicad` | Schematic/PCB analysis — produces the analyzer JSON this skill consumes |
| `digikey` | Parametric specs for behavioral models, datasheet downloads |
| `mouser` | Parametric specs (secondary source), datasheet downloads |
| `lcsc` | Parametric specs (no auth needed), datasheet downloads |
| `element14` | Parametric specs (international), datasheet downloads |
| `emc` | EMC pre-compliance — uses this skill's simulator infrastructure for SPICE-enhanced PDN impedance and EMI filter analysis |

**Handoff guidance:** The `kicad` skill's `analyze_schematic.py` produces the analysis JSON with subcircuit detections in the flat `findings[]` array (filtered by `detector` field). This skill reads that JSON, generates SPICE testbenches for simulatable subcircuits, runs the detected simulator (ngspice/LTspice/Xyce), and produces a structured verification report. Always run the schematic analyzer first. During a design review, run simulation after the analyzer and before writing the final report — simulation results should appear as a verification section in the report. The `emc` skill reuses this skill's simulator backend for SPICE-enhanced PDN impedance and EMI filter insertion loss checks — when ngspice is available, the EMC skill's `--spice-enhanced` flag activates these checks automatically.

## Requirements

- **A SPICE simulator** — one of the following (auto-detected, first available wins):
  - **ngspice** — `sudo apt install ngspice` (Linux) / `brew install ngspice` (macOS) / ngspice.sourceforge.io (Windows). Most common choice.
  - **LTspice** — free from analog.com/ltspice. Popular on Windows, works via wine on Linux.
  - **Xyce** — from xyce.sandia.gov. Parallel SPICE for large circuits.
  - Override with `--simulator ngspice|ltspice|xyce` or `SPICE_SIMULATOR` env var.
- **Python 3.10+** — stdlib only, no pip dependencies
- **Schematic analyzer JSON** — from `analyze_schematic.py --output`

If no simulator is installed, skip simulation gracefully and note it in the report. Do not treat a missing simulator as an error — it's an optional enhancement.

## Workflow

### Step 1: Run the schematic analyzer

```bash
python3 <kicad-skill-path>/scripts/analyze_schematic.py design.kicad_sch --analysis-dir analysis/
```

### Step 2: Run SPICE simulations

Pass `--analysis-dir analysis/` — the script auto-resolves `schematic.json`
from the manifest's current run, writes `spice.json` into the same run
folder, and parks intermediate `.cir` / `.raw` files at
`<run>/spice_work/` by default.

```bash
# Recommended: auto-resolve schematic + write spice.json into the current run
python3 <skill-path>/scripts/simulate_subcircuits.py --analysis-dir analysis/

# Explicit form — positional or --schematic path
python3 <skill-path>/scripts/simulate_subcircuits.py analysis.json --output sim_report.json

# Simulate specific types only
python3 <skill-path>/scripts/simulate_subcircuits.py --analysis-dir analysis/ --types rc_filters,voltage_dividers

# Keep simulation files for debugging (default: <run>/spice_work/ when --analysis-dir is set, else a temp dir)
python3 <skill-path>/scripts/simulate_subcircuits.py --analysis-dir analysis/ --workdir ./spice_runs

# Increase timeout for complex circuits (default: 5s per subcircuit)
python3 <skill-path>/scripts/simulate_subcircuits.py --analysis-dir analysis/ --timeout 10

# Omit file paths from output (cleaner for reports)
python3 <skill-path>/scripts/simulate_subcircuits.py --analysis-dir analysis/ --compact
```

### Step 2b (optional): PCB parasitic-aware simulation

When both schematic and PCB exist, run parasitic-annotated simulation for more accurate results on analog circuits:

```bash
# Analyze PCB with full trace segment detail
python3 <kicad-skill-path>/scripts/analyze_pcb.py design.kicad_pcb --full --output pcb.json

# Extract parasitic R/L/C from PCB geometry
python3 <skill-path>/scripts/extract_parasitics.py pcb.json --output parasitics.json

# Run simulation with PCB parasitics injected into testbenches
python3 <skill-path>/scripts/simulate_subcircuits.py analysis.json --parasitics parasitics.json --output sim_report.json
```

With `--parasitics`, testbenches include trace resistance and via inductance between components. The report shows the parasitic impact — e.g., "48mΩ trace resistance shifts RC filter fc down 0.3%."

**When to use parasitic simulation:** Consider it when the design has high-impedance feedback networks (>100kΩ), 

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 4790730

Download folder ↗
git clone https://github.com/aklofas/kicad-happy
git -C kicad-happy checkout 4790730940af

The author documents no install command, so this uses the repository directly. Our verdict covers commit 4790730940af only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. !CAUTION B 86 / 100

    first audit · source 4790730940af

README badge

For maintainers · shows the latest audit

ModelsAtlas: CAUTION BMODELSATLASCAUTION · B
[![ModelsAtlas: CAUTION B](https://modelsatlas.com/skills/aklofas/spice/badge.svg)](https://modelsatlas.com/skills/aklofas/spice/)

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Questions about Spice

What does the Spice skill do?
AI coding agent skills for KiCad electronics design. Works with Claude Code and OpenAI Codex. Analyze schematics, review PCB layouts, EMC pre-compliance, SPICE simulation, download datasheets, source components, and prep boards for fabrication.
Is Spice safe to install?
With care. The audit graded it B (86/100) and found 8 things worth knowing before you trust this skill, listed below with the exact line each was found on.
What can Spice access on my machine?
The audit observed that it reaches the network and reads or writes files. Each of those is consistent with what it says it does. Secrets in the source: none found.
How current is this page?
The grade is for one exact copy of the source (4790730940af), read on 2026-10-15. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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