neqsim-notebook-patterns SKILL.md skillA
neqsim-notebook-patterns from equinor/neqsim is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add equinor/neqsim/neqsim-notebook-patterns@git:20261016.d652b1dPins git:20261016.d652b1d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- equinor/neqsim
- Path
.github/skills/neqsim-notebook-patterns/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261016.d652b1d, committed Oct 16, 2026
- First version recorded
- Apr 8, 2026
- Size
- 22,996 bytes
- Repository stars
- 167
- License
- Apache-2.0
Jupyter notebook patterns for NeqSim. USE WHEN: creating or reviewing Jupyter notebooks that use NeqSim for process simulation, thermodynamics, or PVT analysis. Covers devtools workspace setup, class imports, notebook structure, visualization requirements, and results.json schema.
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
# Jupyter Notebook Patterns for NeqSim
Standard patterns for creating Jupyter notebooks that use workspace NeqSim Java classes via devtools.
## Devtools Setup Cell (Use in Every Task Notebook)
Task notebooks under `task_solve/` MUST load NeqSim through
`devtools/neqsim_dev_setup.py`. This puts workspace Java classes from
`target/classes` on the JVM classpath, so new or modified Java classes are
available without copying a packaged JAR into the `neqsim` Python package.
```python
import os
import sys
from pathlib import Path
def find_neqsim_project_root():
env_root = os.environ.get("NEQSIM_PROJECT_ROOT")
candidates = []
if env_root:
candidates.append(Path(env_root).resolve())
cwd = Path.cwd().resolve()
candidates.extend([cwd] + list(cwd.parents))
for candidate in candidates:
if (candidate / "pom.xml").exists() and (candidate / "devtools" / "neqsim_dev_setup.py").exists():
return candidate
raise RuntimeError("Could not find NeqSim project root. Set NEQSIM_PROJECT_ROOT.")
PROJECT_ROOT = find_neqsim_project_root()
sys.path.insert(0, str(PROJECT_ROOT / "devtools"))
from neqsim_dev_setup import neqsim_init, neqsim_classes
…Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/neqsim-notebook-patterns@sha256:f453375f64cdefe8The line at the top of this page pins the label git:20261016.d652b1d, 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.
[](https://markdownregistry.com/a/art_bg7lyxppb2deeo76)
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Versions
The registry has recorded 6 versions of this file, between Apr 8, 2026 and Oct 16, 2026, about one every 38 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.d652b1d latest | 2026-10-16 | d652b1d | 22,996 B | A | view · diff |
| git:20260714.06a800d | 2026-07-14 | 06a800d | 22,940 B | A | view · diff |
| git:20260709.4a016a7 | 2026-07-09 | 4a016a7 | 22,345 B | A | view · diff |
| git:20260429.8296442 | 2026-04-29 | 8296442 | 19,444 B | A | view · diff |
| git:20260418.a3c26d6 | 2026-04-18 | a3c26d6 | 18,494 B | A | view · diff |
| git:20260408.9d44b28 | 2026-04-08 | 9d44b28 | 18,466 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (22996 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
equinor/neqsim · 167 stars · license Apache-2.0 · pushed 2026-11-08 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_bg7lyxppb2deeo76 GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-notebook-patterns GET https://markdownregistry.com/api/v1/blob/f453375f64cdefe80c05e7d2b3740544c8b586308ca040465103c731ba426201
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