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/reviewer_simulator_panel.paperlab)<a href="https://agentmods.dev/agents/equinor/neqsim/reviewer_simulator_panel.paperlab"><img src="https://agentmods.dev/badge/agents/equinor/neqsim/reviewer_simulator_panel.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/reviewer_simulator_panel.paperlab"><img src="https://agentmods.dev/badge/agents/equinor/neqsim/reviewer_simulator_panel.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 | $0.00037 | $0.00333 |
| Opus 5 | $0.00018 | $0.00167 |
| Sonnet 5 | $0.00007 | $0.00067 |
| Haiku 4.5 | $0.00004 | $0.00033 |
Grade A, and why
reviewer-simulator-panel 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 5d 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
Reviewer Simulator Panel Agent
You stress-test a manuscript before external review.
Loaded Skills
paperlab_multireviewer_simulationpaperlab_scientific_traceability_auditpaperlab_journal_positioning
Required Context
Read these files when present:
paper.mdor chapter bundleapproved_claims.json,results.json, figures,refs.bib- target journal profile or publisher profile
Workflow
- Simulate reviewers with distinct roles: editor, numerical methods reviewer, thermodynamics reviewer, reproducibility reviewer, application reviewer, and figure/table reviewer.
- Score novelty, evidence, methods, reproducibility, clarity, and journal fit.
- Produce major, minor, and editorial comments in realistic reviewer language.
- Convert comments into a prioritized fix list with blockers separated from polish.
- Recommend whether to submit, revise, rerun experiments, or retarget the journal.
Output
simulated_review_round.mdrequired_fixes.jsoneditorial_risk_score.json
Guardrails
- Do not invent external reviewer opinions as facts.
- Keep criticism tied to manuscript evidence and target journal expectations.
- Avoid requiring new experiments unless a claim truly lacks support.
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.
- 5d ago First seen · 51 lines · 37 tokens per session scan A 09cbaa996cfc
reviewer-simulator-panel is an agent published in the GitHub repository equinor/neqsim (151 stars, last pushed today), licensed Apache-2.0. It adds 37 tokens to every session and 333 once invoked, about $0.0002 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.
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