neqsim-technical-document-reading SKILL.md skillA
neqsim-technical-document-reading 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-technical-document-reading@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-technical-document-reading/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261016.d652b1d, committed Oct 16, 2026
- First version recorded
- Apr 18, 2026
- Size
- 57,470 bytes
- Repository stars
- 167
- License
- Apache-2.0
Extracts structured engineering data from documents (PDF, Word, Excel, CSV) and drawings/images (P&IDs, datasheets, arrangements, performance maps). USE WHEN: a user provides datasheets, technical requirements, design basis, well tests, inspection reports, standards, vendor drawings, compressor maps, phase envelopes, material certificates or rupture/water-hammer evidence and needs data for simulation. Covers classification, extraction patterns, view_image, units and quality scoring.
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
# Technical Document Reading Skill Extract structured engineering data from technical documents and convert it into formats usable by process simulation, mechanical design, and engineering analysis. Use the public community skill `neqsim-document-intelligence-extraction` before this skill when the task receives files. It owns source inventory, native/OCR/vision routing, provenance, confidence, review gates, and cross-document conflicts. This skill consumes that evidence package and adds document-type schemas, engineering normalization, physical validation, and NeqSim handoffs. Keeping this boundary explicit prevents OCR or multimodal output from being mistaken for verified engineering data. ## Core Principle > **Classify → Extract → Normalize → Validate → Output** > > 1. Classify the document type to select the right extraction strategy > 2. Extract raw data using format-specific tools (PDF, Word, Excel) > 3. Normalize units, component names, and field names to standard conventions > 4. Validate extracted data against physical bounds and completeness checks > 5. Output structured JSON/dict for downstream consumption …
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/neqsim-technical-document-reading@sha256:3b781b15d41225ecThe 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_j2tb56c4sytifn3e)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Apr 18, 2026 and Oct 16, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.d652b1d latest | 2026-10-16 | d652b1d | 57,470 B | A | view · diff |
| git:20260926.08d0028 | 2026-09-26 | 08d0028 | 57,330 B | A | view · diff |
| git:20260711.77c6dd6 | 2026-07-11 | 77c6dd6 | 57,614 B | A | view · diff |
| git:20260510.f20567c | 2026-05-10 | f20567c | 57,112 B | A | view · diff |
| git:20260429.8296442 | 2026-04-29 | 8296442 | 52,365 B | A | view · diff |
| git:20260426.f35556c | 2026-04-26 | f35556c | 51,052 B | A | view · diff |
| git:20260418.a3c26d6 | 2026-04-18 | a3c26d6 | 50,864 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 (57470 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_j2tb56c4sytifn3e GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-technical-document-reading GET https://markdownregistry.com/api/v1/blob/3b781b15d41225ec0e1eb52f535571dd6e9f7db275ba8614cefa309dd5541d31
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.