gpd:numerical-convergence

gpd:numerical-convergence is a command for Claude Code from psi-oss/get-physics-done. It costs 16 tokens per session (741 once invoked), scanned A, original, no licence file.

A method for checking whether numerical physics results become stable as the calculation is refined. It helps test convergence, meaning that added precision no longer changes the result significantly.

In plain words
What is it for?
It is for testing numerical physics computations across different resolutions or settings and comparing the results.
Why use it?
Numerical results can look plausible while still changing with the calculation settings. Systematic convergence checks expose that problem.

Command for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit It is for testing numerical physics computations across different resolutions or settings and comparing the results.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/psi-oss/get-physics-done/numerical-convergence
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.

Clone the repo
git clone --depth 1 https://github.com/psi-oss/get-physics-done

Made for: Claude Code.

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 gpd:numerical-convergence

README.md
[![agentmods](https://agentmods.dev/badge/commands/psi-oss/get-physics-done/numerical-convergence/github.svg)](https://agentmods.dev/commands/psi-oss/get-physics-done/numerical-convergence)
Your own site
<a href="https://agentmods.dev/commands/psi-oss/get-physics-done/numerical-convergence"><img src="https://agentmods.dev/badge/commands/psi-oss/get-physics-done/numerical-convergence/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 gpd:numerical-convergence

Your own site · 80×15
<a href="https://agentmods.dev/commands/psi-oss/get-physics-done/numerical-convergence"><img src="https://agentmods.dev/badge/commands/psi-oss/get-physics-done/numerical-convergence.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 741 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 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 $0.00016 $0.00741
Opus 5 $0.00008 $0.00370
Sonnet 5 $0.00003 $0.00148
Haiku 4.5 $0.00002 $0.00074

Measured 6d ago against content hash fdbe154c7dba, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

gpd:numerical-convergence 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 6d 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.

src/gpd/commands/numerical-convergence.md · 93 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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. 6d ago First seen · 93 lines · 16 tokens per session scan A fdbe154c7dba

Subscribe to this mod's changes

gpd:numerical-convergence is a command published in the GitHub repository psi-oss/get-physics-done (953 stars, last pushed 1mo ago), with no licence file. It adds 16 tokens to every session and 741 once invoked, about $0.0001 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 2026-09-03.