Home / equinor / neqsim · GitHub

AGENTS.mdA

AGENTS.md from equinor/neqsim is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add equinor/neqsim/AGENTS.md@git:20261108.fd7532e

Pins git:20261108.fd7532e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
equinor/neqsim
Path
AGENTS.md
Versions recorded
39
Latest version
git:20261108.fd7532e, committed Nov 8, 2026
First version recorded
Aug 7, 2026
Size
14,735 bytes
Repository stars
167
License
Apache-2.0

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# NeqSim — Agent Instructions

> Read automatically by VS Code Copilot, OpenAI Codex, Claude Code and other agents.
> This file is kept short on purpose because it is resent on every model call.
> **It is already in your context — do not `read_file` it.** Detail lives in:
> - [docs/development/AGENT_REFERENCE.md](docs/development/AGENT_REFERENCE.md) — full
>   workflow, `results.json` schema, Automation API, code patterns, key paths, JavaDoc
>   and documentation rules. Search it for the heading you need; never read it whole.
> - Skills in `.github/skills/` (find them with `uv run --project devtools --locked devtools/skill_search.py "<topic>"`).
> - [CONTEXT.md](CONTEXT.md) — 60-second repo map. `docs/development/CODE_PATTERNS.md` — starters.

## Hard constraints (CI fails otherwise)

- **Java 8 everywhere, tests included.** Never `var`, `List.of/Set.of/Map.of`,
  `String.repeat` (use `StringUtils.repeat`), `isBlank/strip/lines` (use `trim()`),
  text blocks, records, pattern-matching `instanceof`, `Optional.isEmpty()`.
- **Logging:** Log4j2 only (`private static final Logger logger = LogManager.getLogger(X.class);`,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add equinor/neqsim/AGENTS.md@sha256:b60af4790ba0aa09

The line at the top of this page pins the label git:20261108.fd7532e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_au6pdyr3ivlcita5.svg)](https://markdownregistry.com/a/art_au6pdyr3ivlcita5)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 39 versions of this file, between Aug 7, 2026 and Nov 8, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20261108.fd7532e latest2026-11-08 fd7532e 14,735 BA view · diff
git:20261107.183f9c92026-11-07 183f9c9 14,435 BA view · diff
git:20261107.9b248222026-11-07 9b24822 13,891 BA view · diff
git:20261031.e38aa162026-10-31 e38aa16 13,624 BA view · diff
git:20261030.d18b76f2026-10-30 d18b76f 13,544 BA view · diff
git:20261025.a31b8bb2026-10-25 a31b8bb 13,128 BA view · diff
git:20261024.ab0a14e2026-10-24 ab0a14e 12,773 BA view · diff
git:20261019.895ff352026-10-19 895ff35 12,248 BA view · diff
git:20261019.205745d2026-10-19 205745d 11,881 BA view · diff
git:20261018.4be2cbe2026-10-18 4be2cbe 11,952 BA view · diff
git:20261017.b14c31d2026-10-17 b14c31d 11,703 BA view · diff
git:20261017.b4848282026-10-17 b484828 11,173 BA view · diff
git:20261016.d652b1d2026-10-16 d652b1d 10,714 BA view · diff
git:20261014.2d29c192026-10-14 2d29c19 10,602 BA view · diff
git:20261004.3911bfe2026-10-04 3911bfe 10,151 BA view · diff
git:20261004.fc23e282026-10-04 fc23e28 9,882 BA view · diff
git:20260926.08d00282026-09-26 08d0028 9,063 BA view · diff
git:20260926.bbdd5692026-09-26 bbdd569 154,943 BA view · diff
git:20260920.e5635482026-09-20 e563548 154,247 BA view · diff
git:20260920.f0088952026-09-20 f008895 153,468 BA view · diff
git:20260919.77c34a02026-09-19 77c34a0 152,360 BA view · diff
git:20260917.dbbf9ff2026-09-17 dbbf9ff 152,360 BA view · diff
git:20260917.4ca5b7f2026-09-17 4ca5b7f 152,238 BA view · diff
git:20260916.c571cd42026-09-16 c571cd4 152,296 BA view · diff
git:20260916.01705c32026-09-16 01705c3 151,777 BA view · diff
git:20260915.1f4e19c2026-09-15 1f4e19c 151,644 BA view · diff
git:20260915.b2792fd2026-09-15 b2792fd 150,000 BA view · diff
git:20260915.c6759242026-09-15 c675924 149,570 BA view · diff
git:20260913.e9acdef2026-09-13 e9acdef 149,207 BA view · diff
git:20260913.69262df2026-09-13 69262df 144,527 BA view · diff
git:20260912.e4baa502026-09-12 e4baa50 144,047 BA view · diff
git:20260912.e8d00672026-09-12 e8d0067 142,866 BA view · diff
git:20260912.08e460b2026-09-12 08e460b 141,717 BA view · diff
git:20260910.bead5392026-09-10 bead539 138,505 BA view · diff
git:20260907.9ca9ea22026-09-07 9ca9ea2 137,448 BA view · diff
git:20260825.5c9da182026-08-25 5c9da18 135,943 BA view · diff
git:20260809.56745ee2026-08-09 56745ee 135,270 BA view · diff
git:20260807.70d14842026-08-07 70d1484 134,625 BA view · diff
git:20260807.b113af92026-08-07 b113af9 133,907 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (14735 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

equinor/neqsim · 167 stars · license Apache-2.0 · pushed 2026-11-08 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_au6pdyr3ivlcita5
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/b60af4790ba0aa090bf96bb44aaae71e97354a2279c0d44555ee63c8893a4fa4

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

More from equinor/neqsim

.cursorrules Cursor rule
equinor/neqsim · .cursorrules
git:20260418.119a3f4 · audit A · 167 stars
analyze-convergence SKILL.md skill
equinor/neqsim · .github/skills/analyze-convergence/SKILL.md · Interpret flash algorithm convergence metrics, identify patterns, and produce
git:20260919.77c34a0 · audit A · 167 stars
analyze-gibbs-convergence SKILL.md skill
equinor/neqsim · .github/skills/analyze-gibbs-convergence/SKILL.md · Interpret Gibbs energy minimization convergence metrics, analyze Jacobian
git:20260919.77c34a0 · audit A · 167 stars
book-creation SKILL.md skill
equinor/neqsim · .github/skills/book-creation/SKILL.md · PaperLab skill for book creation workflows in scientific writing and book production.
git:20260919.77c34a0 · audit B · 167 stars
design-flash-benchmark SKILL.md skill
equinor/neqsim · .github/skills/design-flash-benchmark/SKILL.md · Create a structured test matrix for comparing flash algorithm performance
git:20260919.77c34a0 · audit A · 167 stars
design-reactor-benchmark SKILL.md skill
equinor/neqsim · .github/skills/design-reactor-benchmark/SKILL.md · Create a structured test matrix for evaluating Gibbs energy minimization
git:20260919.77c34a0 · audit A · 167 stars
figure-discussion SKILL.md skill
equinor/neqsim · .github/skills/figure-discussion/SKILL.md · PaperLab skill for figure discussion workflows in scientific writing and book production.
git:20260919.77c34a0 · audit A · 167 stars
generate-publication-figures SKILL.md skill
equinor/neqsim · .github/skills/generate-publication-figures/SKILL.md · Create matplotlib figures that meet journal submission standards: correct fonts,
git:20260919.77c34a0 · audit A · 167 stars
journal-formatting SKILL.md skill
equinor/neqsim · .github/skills/journal-formatting/SKILL.md · Apply journal-specific formatting rules to transform a manuscript from Markdown
git:20260919.77c34a0 · audit A · 167 stars
neqsim-acid-gas-treating SKILL.md skill
equinor/neqsim · .github/skills/neqsim-acid-gas-treating/SKILL.md · Guides NeqSim agents through acid-gas and contaminant removal with SimpleAmineAbsorber, SimpleAmineRegenerator…
git:20261004.fc23e28 · audit A · 167 stars
neqsim-advanced-control-mpc-and-virtual-sensing SKILL.md skill
equinor/neqsim · .github/skills/neqsim-advanced-control-mpc-and-virtual-sensing/SKILL.md · Guides agents through ProcessLinkedMPC, ProcessLinearizer, ModelPredictiveController, VirtualFlowMeter, SoftSensor, and…
git:20261004.fc23e28 · audit A · 167 stars
neqsim-agent-handoff SKILL.md skill
equinor/neqsim · .github/skills/neqsim-agent-handoff/SKILL.md · Agent-to-agent communication schema for NeqSim. USE WHEN: composing multi-agent pipelines where one agent's output…
git:20260926.08d0028 · audit A · 167 stars

Every file in equinor/neqsim

Other files named AGENTS.md

AGENTS.md AGENTS.md file
morluto/rea · AGENTS.md
git:20261102.920d634 · audit A · 433,876 stars
AGENTS.md AGENTS.md file
obra/superpowers · AGENTS.md
git:20261020.b739a8a · audit A · 314,583 stars
AGENTS.md AGENTS.md file
affaan-m/ecc · AGENTS.md
git:20261030.f29e332 · audit A · 299,696 stars
AGENTS.md AGENTS.md file
firecrawl/firecrawl · AGENTS.md
git:20261008.5a75dca · audit A · 199,595 stars
AGENTS.md AGENTS.md file
dietrichgebert/ponytail · AGENTS.md
git:20261008.2a1fe84 · audit A · 185,249 stars
AGENTS.md AGENTS.md file
graphify-labs/graphify · AGENTS.md
git:20260926.98d73fe · audit A · 144,492 stars
AGENTS.md AGENTS.md file
garrytan/gstack · AGENTS.md
git:20261107.ef99eb5 · audit A · 140,694 stars
AGENTS.md AGENTS.md file
juliusbrussee/caveman · AGENTS.md
git:20261106.e45976c · audit A · 118,366 stars

Browse by kind, by grade A, or by owner.