neqsim-process-synthesis-research SKILL.md skillA
neqsim-process-synthesis-research 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-process-synthesis-research@git:20261004.fc23e28Pins git:20261004.fc23e28 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-process-synthesis-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261004.fc23e28, committed Oct 4, 2026
- Size
- 13,859 bytes
- Repository stars
- 167
- License
- Apache-2.0
Guides agents through ProcessResearcher, ProcessResearchSpec, ProcessCandidateGenerator, ProcessSynthesisGraph, ProcessSynthesisTemplateLibrary, and ProcessSuperstructureExporter. USE WHEN: a user wants candidate flowsheets generated from feed/product goals, bounded process-network paths compared, reaction routes screened, or candidate JSON/Pyomo-GDP skeletons prepared for external optimization.
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
# Process Synthesis Research ## When to use this Use `ProcessResearcher` when the topology is not yet selected and the task starts from a feed composition plus one or more product targets. The package builds a bounded candidate set, prunes invalid routes, optionally runs each candidate through NeqSim's process JSON builder, scores results, and returns ranked candidates with warnings and assumptions. Use `neqsim-optimization-and-doe` instead when an existing flowsheet topology is fixed and the question is which setpoints, equipment variables, or operating conditions optimize it. A generated candidate's internal bounded decision-variable grid is a screening layer, not the same as a general external optimizer. The API is documented in `docs/process/optimization/process-researcher.md`, and `ProcessResearcherTest` covers generated candidates, graph paths, the curated conditioning library, pruning, metrics, and exports. No `ProcessResearcher`-named runner was found under `src/main/java/neqsim/mcp`; the entry point is the Java API (also reachable through the Java classes exposed by `neqsim` Python). ### What search means here …
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/neqsim-process-synthesis-research@sha256:06950939190de6edThe line at the top of this page pins the label git:20261004.fc23e28, 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_zl5kekdypxol6ksx)
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Versions
The registry has recorded 1 version of this file, committed on Oct 4, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
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- 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_zl5kekdypxol6ksx GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-process-synthesis-research GET https://markdownregistry.com/api/v1/blob/06950939190de6edb48f62857f51142fb474d7c7e2d35a7c5ea47ce8f705eb05
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.