paperlab-interactive-html-labs SKILL.md skillA
paperlab-interactive-html-labs 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/paperlab-interactive-html-labs@git:20260919.77c34a0Pins git:20260919.77c34a0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- equinor/neqsim
- Path
neqsim-paperlab/skills/paperlab-interactive-html-labs/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260919.77c34a0, committed Sep 19, 2026
- Size
- 1,573 bytes
- Repository stars
- 167
- License
- Apache-2.0
Design safe interactive HTML labs from PaperLab notebooks, with bounded inputs, static fallbacks, and student prompts. Use when turning computational examples into guided learning activities.
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
# PaperLab Interactive HTML Labs
## When to Use
USE WHEN: a chapter notebook can become a student-facing lab in the HTML book,
especially for sensitivity studies, process simulations, economics, or design
trade-offs.
Pair with:
- `neqsim-notebook-patterns` for executable notebook setup,
- `paperlab-student-readability` for student prompts,
- `paperlab-notebook-regression-baselines` for stable fallback outputs.
## Lab Structure
Each lab should have:
1. Objective and prerequisite note.
2. Fixed model setup.
3. Bounded inputs with units and physical limits.
4. Run or update action.
5. Result table and figure.
6. Interpretation prompts.
7. Static fallback for PDF, DOCX, and ODF.
## Manifest Schema
```json
{
"lab_id": "ch10_teg_circulation_sensitivity",
"notebook": "chapters/ch10/notebooks/ch10_s02_teg_contactor.ipynb",
"inputs": [
{"name": "teg_circulation", "unit": "m3/h", "min": 0.5, "max": 5.0, "default": 2.0}
],
"outputs": ["water_dew_point_C", "reboiler_duty_kW"],
"static_fallback": "figures/ch10_teg_sensitivity.png"
}
```
## Safety Rules
- Do not expose arbitrary code execution in public HTML.
- Bound all inputs with physical and computational limits.
…Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/paperlab-interactive-html-labs@sha256:88c3214bb28f9a76The line at the top of this page pins the label git:20260919.77c34a0, 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_ycungmbja4co75z4)
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Versions
The registry has recorded 1 version of this file, committed on Sep 19, 2026.
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 (1573 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_ycungmbja4co75z4 GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab-interactive-html-labs GET https://markdownregistry.com/api/v1/blob/88c3214bb28f9a7626c8f0256ee1f1f03c416d1e277aebb18a81663ee1de38c4
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.