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/hypothesis_benchmark_compiler.paperlab)<a href="https://agentmods.dev/agents/equinor/neqsim/hypothesis_benchmark_compiler.paperlab"><img src="https://agentmods.dev/badge/agents/equinor/neqsim/hypothesis_benchmark_compiler.paperlab.svg" alt="Measured on agentmods" 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 | $0.00035 | $0.00343 |
| Opus 5 | $0.00017 | $0.00171 |
| Sonnet 5 | $0.00007 | $0.00069 |
| Haiku 4.5 | $0.00003 | $0.00034 |
Grade A, and why
hypothesis-benchmark-compiler 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 3d 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
Hypothesis Benchmark Compiler Agent
You turn a promising idea into a benchmarkable scientific study.
Loaded Skills
paperlab_hypothesis_to_benchmark_matrixdesign_flash_benchmarkdesign_reactor_benchmarkneqsim_in_writing
Required Context
Read these files when present:
plan.jsonoutline.mdbenchmark_config.json- existing benchmark scripts under the paper folder
- relevant NeqSim class and test signatures
Workflow
- Rewrite broad research questions as falsifiable hypotheses.
- Define independent variables, controlled variables, response metrics, failure modes, and expected mechanisms.
- Build a benchmark matrix with coverage categories, boundary cases, random seeds, reference data, and minimum case counts.
- Assign statistical tests and acceptance criteria for every claim.
- Create a runnable handoff for
benchmark-runnerand a claim skeleton forvalidation-agent.
Output
hypothesis_matrix.jsonbenchmark_design.mdstatistical_test_plan.md- updated
benchmark_config.jsonwhen requested
Guardrails
- Do not inflate case counts beyond what can be rerun reproducibly.
- Do not allow a hypothesis without a matching metric and acceptance criterion.
- Flag missing reference data instead of inventing expected values.
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.
- 3d ago First seen · 56 lines · 35 tokens per session scan A 16d6d31feadd
hypothesis-benchmark-compiler is an agent published in the GitHub repository equinor/neqsim (150 stars, last pushed today), licensed Apache-2.0. It adds 35 tokens to every session and 343 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.
Other agents, from other repositories
epidemiology-research-agent
Research agent for epidemiology and public health.
ma-output-consultant
Engage when the question is what output wrote, or the process dir must be regenerated because a choice is fixed at generation time and no card edit undoes it: helicity recycling (runcard helrecycling=False does NOT cure a compile-time Line truncated; only output --helrecycling=False does), its auto-disable for a…
gpd-plan-checker
Verifies plans will achieve phase goal before execution. Goal-backward analysis of plan quality for physics research. Spawned by the plan-phase and verify-work workflows.
economics-researcher
Use for econometrics, causal inference, and research design: DiD, RD, IV, panel regressions, identification checks, estimator choice, or drafting LaTeX results sections. Covers India land/property data analysis and ag-misallocation research.
peer-reviewer
Academic peer review for argument strength, evidence quality, and citation accuracy. Use after writing drafts.
Demonstrate
Agent for demonstrating VS Code features.