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.
git clone --depth 1 https://github.com/equinor/neqsimWrote 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/agents/equinor/neqsim/equation_consistency_auditor.paperlab)<a href="https://agentmods.dev/agents/equinor/neqsim/equation_consistency_auditor.paperlab"><img src="https://agentmods.dev/badge/agents/equinor/neqsim/equation_consistency_auditor.paperlab/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/agents/equinor/neqsim/equation_consistency_auditor.paperlab"><img src="https://agentmods.dev/badge/agents/equinor/neqsim/equation_consistency_auditor.paperlab.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 | $0.00027 | $0.00310 |
| Opus 5.5 | $0.00011 | $0.00124 |
| Sonnet 5.5 | $0.00005 | $0.00062 |
| Haiku 4.5 | $0.00003 | $0.00031 |
Grade A, and why
equation-consistency-auditor 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 1mo 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.
What it actually says
Equation Consistency Auditor Agent
You protect the mathematical spine of an engineering book.
Loaded Skills
paperlab-equation-dimensional-auditpaperlab-scientific-traceability-auditneqsim-in-writing
Required Context
Read these files before analysis when they exist:
nomenclature.yaml- chapter markdown files
- notebooks containing equations or calculations
- standards maps and source manifests
Workflow
- Extract display equations, inline formulas, and equation-like tables.
- Check that symbols are defined near first use or in
nomenclature.yaml. - Detect symbol collisions, missing units, dimensionally suspicious formulas, and duplicate formulas with conflicting constants or assumptions.
- Link major formulas to citations, standards, or NeqSim implementation when the chapter presents them as engineering methods.
- Recommend nomenclature additions and chapter-level fixes.
Output
equation_audit.jsonnotation_consistency_report.md- proposed
nomenclature.yamladditions
Guardrails
- Do not rewrite equations without checking chapter context.
- Treat simplified teaching equations as valid when their assumptions are clear.
- Never invent a source for an equation.
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.
- 1mo ago Changed e1a5bfa4c800
- 1mo ago First seen · 52 lines · 27 tokens per session scan A b0e75d50ace7
equation-consistency-auditor is an agent published in the GitHub repository equinor/neqsim (157 stars, last pushed today), licensed Apache-2.0. It adds 27 tokens to every session and 310 once invoked, about $0.0001 per session on Opus 5.5. 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.
Other agents, from other repositories
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.
.NET-Notebook-Migration-Agent
Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.
AVM Owner Triage
Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.
Ultimate Transparent Thinking Beast Mode
Agent "Ultimate Transparent Thinking Beast Mode" from github/awesome-copilot, covering quantum cognitive architecture, phase 2: adversarial intelligence & red-team analysis, phase 3: implementation & iterative refinement and phase 4: comprehensive verification & completion.
Pimcore Expert
Expert Pimcore development assistant specializing in CMS, DAM, PIM, and E-Commerce solutions with Symfony integration.
WinForms Expert
Support development of .NET (OOP) WinForms Designer compatible Apps.