equinor/neqsim · .github/skills/neqsim-autonomous-investigation/SKILL.md

neqsim-autonomous-investigation skillA

neqsim-autonomous-investigation is agent-read markdown (skill) from equinor/neqsim: Autonomous investigation loop for operational and engineering anomalies — turns an agent from 'told what to look for' into 'discovers relationships and hypotheses on its own'. USE WHEN: solving a PEPR action, root-cause, or operational study where the symptom, driver, or important relationships are NOT given up front. Runs an observe -> hypothesize -> predict -> test -> discriminate loop, using neqsim.process.diagnostics.RelationshipGraph for unsupervised lead-lag relationship discovery across h.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add equinor/neqsim/neqsim-autonomous-investigation@v1.1.0
Exact content
mdr add equinor/neqsim/neqsim-autonomous-investigation@sha256:158aa22b3c7eb006

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_rtlfl4gazpnvdotz.svg)](https://markdownregistry.com/a/art_rtlfl4gazpnvdotz)

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Versions

versioncommittedcommitsizeaudit
v1.1.0 latest2026-07-19 f4abb44 10,896 BA view · diff
v1.0.02026-07-11 2cde5b9 10,522 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10896 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 · 153 stars · license Apache-2.0 · pushed 2026-09-17 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_rtlfl4gazpnvdotz
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-autonomous-investigation
GET https://markdownregistry.com/api/v1/blob/158aa22b3c7eb006d4ccf5e5f4020fad639375bf4ccc9f642bf631586eeaadbc

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.