dolfinx-external-operator-assistant

dolfinx-external-operator-assistant is a skill for Claude Code, Codex from a-latyshev/dolfinx-external-operator. It costs 56 tokens per session (2,512 once invoked), scanned A, original, LGPL-3.0.

A set of guidelines for pair-programming on the dolfinx-external-operator project, covering setup, mathematical formulations, subdomains, and mixed function spaces.

In plain words
What is it for?
Use it when developing or debugging dolfinx-external-operator features involving finite-element formulations, subdomains, mixed spaces, or known workarounds.
Why use it?
It gives project-specific context for working through code and mathematical problems without having to reconstruct the repository's conventions each time.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it when developing or debugging dolfinx-external-operator features involving finite-element formulations, subdomains, mixed spaces, or known workarounds.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/a-latyshev/dolfinx-external-operator/dolfinx-external-operator-assistant
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 a-latyshev/dolfinx-external-operator --skill dolfinx-external-operator-assistant
Clone the repo
git clone --depth 1 https://github.com/a-latyshev/dolfinx-external-operator

Made for: Claude Code, Codex.

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.

agentmods badge for dolfinx-external-operator-assistant

README.md
[![agentmods](https://agentmods.dev/badge/skills/a-latyshev/dolfinx-external-operator/dolfinx-external-operator-assistant/github.svg)](https://agentmods.dev/skills/a-latyshev/dolfinx-external-operator/dolfinx-external-operator-assistant)
Your own site
<a href="https://agentmods.dev/skills/a-latyshev/dolfinx-external-operator/dolfinx-external-operator-assistant"><img src="https://agentmods.dev/badge/skills/a-latyshev/dolfinx-external-operator/dolfinx-external-operator-assistant/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.

agentmods 80×15 button for dolfinx-external-operator-assistant

Your own site · 80×15
<a href="https://agentmods.dev/skills/a-latyshev/dolfinx-external-operator/dolfinx-external-operator-assistant"><img src="https://agentmods.dev/badge/skills/a-latyshev/dolfinx-external-operator/dolfinx-external-operator-assistant.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,512 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00056 $0.02512
Opus 5.5 $0.00022 $0.01005
Sonnet 5.5 $0.00011 $0.00502
Haiku 4.5 $0.00006 $0.00251

Measured 2mo ago against content hash a09fc69fce21, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

dolfinx-external-operator-assistant scanned grade A with 1 finding 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.

The scan reads SKILL.md. This mod also ships 11 executable files (examples/demos/01_demo_nonlinear_heat_equation_part1.py, examples/demos/02_demo_nonlinear_heat_equation_part2.py, examples/demos/03_demo_nonlinear_heat_equation_part3.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

* **Trigger**: User request involves spatial derivatives of the external operator (e.g. `ufl.grad(N)`, `ufl.curl(N)`, `ufl.div(N)`) or high-order differentiation (e.g. second derivative `ufl.derivative(F, u, ...)` of a f
src/dolfinx_external_operator/skills/dolfinx-external-operator-assistant/SKILL.md · 142 lines

The source is not reproduced here

Licensed LGPL-3.0

The repository is licensed LGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

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.

  1. 2mo ago First seen · 142 lines · 56 tokens per session scan A a09fc69fce21

Subscribe to this mod's changes

dolfinx-external-operator-assistant is a skill published in the GitHub repository a-latyshev/dolfinx-external-operator (55 stars, last pushed 1mo ago), licensed LGPL-3.0. It adds 56 tokens to every session and 2,512 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

dolfinx-external-operator-assistant compared with skills from other repositories

dolfinx-external-operator-assistant next to 6 skills from other repositories
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