neqsim-capacity-and-utilization-analysis SKILL.md skillA
neqsim-capacity-and-utilization-analysis 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-capacity-and-utilization-analysis@git:20261028.2ea063aPins git:20261028.2ea063a 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-capacity-and-utilization-analysis/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261028.2ea063a, committed Oct 28, 2026
- First version recorded
- Oct 4, 2026
- Size
- 22,620 bytes
- Repository stars
- 167
- License
- Apache-2.0
Equipment capacity constraints, bottlenecks, utilization snapshots, KPI/response DTOs, validated automation writes and GOR/MPFM rate fitting (CapacityConstraint, BottleneckTracker, ProcessAutomation, ProductionRateFitter, BroydenAccelerator). USE WHEN: asked what limits a flowsheet, how to expose a capacity margin, compare KPI data, apply guarded setpoints, or reconcile a simulated stream to gas, water, GOR or MPFM data.
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
# Capacity and Utilization Analysis Use this skill for capacity observations and safe input/data reconciliation. It complements `neqsim-agentic-process-optimization` (decision-space discovery and closed-loop objectives), `neqsim-optimization-and-doe` (optimizer algorithms), and `neqsim-controllability-operability` (operating envelopes and control performance). It does not replace equipment-specific engineering validation. ## When to use this - Find the enabled capacity constraint with highest utilization in a `ProcessSystem` or `ProcessModel`, and track its identity over a sweep or field-life timeline. - Inspect the per-unit, per-constraint JSON snapshot including source and data-source metadata. - Add or calibrate a hard, soft, design or empirical capacity constraint, or decide whether a fallback design value is credible enough for a decision. - Compare process scenarios with `KPIDashboard`/`ScenarioKPI` and serialize equipment response DTOs for a reporting boundary. - Apply validated single writes or transactional batches through `ProcessAutomation`. …
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/neqsim-capacity-and-utilization-analysis@sha256:92961d906390441dThe line at the top of this page pins the label git:20261028.2ea063a, 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_cwhcvvwp3dxgxmsv)
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Versions
The registry has recorded 6 versions of this file, between Oct 4, 2026 and Oct 28, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.2ea063a latest | 2026-10-28 | 2ea063a | 22,620 B | A | view · diff |
| git:20261023.92beb0d | 2026-10-23 | 92beb0d | 21,711 B | A | view · diff |
| git:20261010.7b9e40b | 2026-10-10 | 7b9e40b | 21,568 B | A | view · diff |
| git:20261008.44d16dc | 2026-10-08 | 44d16dc | 18,585 B | A | view · diff |
| git:20261008.4908b61 | 2026-10-08 | 4908b61 | 18,423 B | A | view · diff |
| git:20261004.fc23e28 | 2026-10-04 | fc23e28 | 16,722 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 (22620 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_cwhcvvwp3dxgxmsv GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-capacity-and-utilization-analysis GET https://markdownregistry.com/api/v1/blob/92961d906390441d2258040a4a91a841524616969d5360e93bc6e88339382aaf
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.