neqsim-future-operation-study
Skill167 starsChanged 7 months agoApache-2.0View on GitHub
Screening-level future-operation and equipment-modification-register studies on top of a finished multi-year NeqSim plant model. USE WHEN: asked what a facility must change to operate to year N, which limits bind in which year, reconciling earlier studies, per-year operating strategy tables, modification registers with trigger year and evidence quality, sensitivity/tornado ranking, consultant or vendor study comparison, or design-basis deviation registers.
In this repository140 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- analyze-convergenceSkill
- analyze-gibbs-convergenceSkill
- book-creationSkill
- design-flash-benchmarkSkill
- design-reactor-benchmarkSkill
- figure-discussionSkill
- generate-publication-figuresSkill
- journal-formattingSkill
- neqsim-acid-gas-treatingSkill
- neqsim-advanced-control-mpc-and-virtual-sensingSkill
- neqsim-agent-handoffSkill
- neqsim-agentic-process-optimizationSkill
- neqsim-api-patternsSkill
- neqsim-autonomous-investigationSkill
- neqsim-capability-mapSkill
- neqsim-capacity-and-utilization-analysisSkill
- neqsim-capacity-increase-screeningSkill
- neqsim-ccs-hydrogenSkill
- neqsim-code-healthSkill
- neqsim-code-hygieneSkill
- neqsim-code-reviewSkill
- neqsim-column-internals-and-rate-basedSkill
- neqsim-compressor-antisurge-recycleSkill
- neqsim-consequence-analysisSkill
- neqsim-continuous-task-improvementSkill
- neqsim-controllability-operabilitySkill
- neqsim-cooling-waterSkill
- neqsim-cpa-water-boundariesSkill
- neqsim-depressurization-mdmtSkill
- neqsim-distillation-designSkill
- neqsim-document-intelligence-extractionSkill
- neqsim-dynamic-equipment-implementationSkill
- neqsim-dynamic-simulationSkill
- neqsim-electrolyte-systemsSkill
- neqsim-emulsion-separationSkill
- neqsim-energy-systems-and-electrificationSkill
- neqsim-engineering-design-packageSkill
- neqsim-eos-regressionSkill
- neqsim-equipment-cost-estimationSkill
- neqsim-exploration-strategy-selectionSkill
- neqsim-field-developmentSkill
- neqsim-field-economicsSkill
- neqsim-firewater-deluge-designSkill
- neqsim-flow-accelerated-corrosionSkill
- neqsim-flow-assuranceSkill
- neqsim-flow-assurance-study-reportSkill
- neqsim-forward-separator-trainSkill
- neqsim-hazid-fmea-eta-ftaSkill
- neqsim-heat-integrationSkill
- neqsim-hydrogen-productionSkill
- neqsim-input-validationSkill
- neqsim-integrated-production-and-lifecycleSkill
- neqsim-in-writingSkill
- neqsim-java8-rulesSkill
- neqsim-jurisdiction-regulatory-basisSkill
- neqsim-literature-searchSkill
- neqsim-lng-liquefactionSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 4 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈4
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 52
Run a strict configuration that reproduces the design basis before the best-estimate case.
- Distinctive: line 60
Never present a year with an unsolved or relaxed status as a result.
- Distinctive: line 62
Do not mix stream-day and calendar-day volumes between tables.
- Distinctive: line 66
Keep generic facts in reusable tooling.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Future-operation and modification-register study
A synthesis workflow, not a new solver. It sits on top of a solved year x case sweep
(see neqsim-process-modeling reference multi-platform-complex for building and
sweeping the model). The deliverable is a defensible, reviewable list of what changes
when, with the evidence quality stated for each item. Screening level: no item is a
design value.
Inputs
- A solved, resumable year x case table (base/low/high) with a
statuscolumn (solved,solved, X RELAXED,unsolved: reason), the utilisation register per year and the rate basis (stream-day or calendar-day). - The earlier studies and their stated numbers (stable-oil, export-gas, power, ejector, compression, and similar), each with version, date and basis.
- The design basis and any consultant or vendor study to compare with.
Workflow
- Reconcile the studies first. One row per number that appears in more than one
study: value, source, basis (stream/calendar day, mode definition, EOS, year
definition), difference, resolution (which is used and why). Write the key
resolutions in words. Refresh earlier-study tables when the sweep changed; record the
percentage by which each statement moves (
synthesis_impact). - Per-year operating strategy table. For every year: feed and export rates, pressures, active trains and modes (for example decoupled shafts, ejector on or off, minimum-flow status), binding constraint, status. Infeasible or partial years get a paragraph stating why and what is unmet; never smooth a failed year.
- Modification register. One row per candidate: id, equipment, trigger year (first year utilisation exceeds the limit, from the register, not interpolated), problem and utilisation, options, recommended option, rough effect, CAPEX class if known, evidence quality (measured, vendor datasheet, calibrated model, screening model, assumption), dependencies, owner of the open data. Items that depend on an unmodelled effect are listed as such. Keep it as CSV plus a short table in the report.
- Robustness. Sensitivity (one-at-a-time low/base/high) on feed scale, rates, setpoints and fluid-basis proxy; tornado ranking; then the pre-solved sweep to Monte Carlo pattern (surrogate on the solved runs, P10/P50/P90) for the headline numbers. State which items flip trigger year across the band.
- Benchmark against the consultant or vendor study. Digitise the charts, align mode definitions and rate basis, then list: agreements, differences by cause (basis, data, physics), bottlenecks they report that the model does not cover with your own utilisation check, and conclusions that change. Add a dated update section instead of silently rewriting the earlier text.
- Deviation register against the design basis. Requirement, clause, status
(
compliant,deviates,not modelled), model hook, impact ranking, justification. Run a strict configuration that reproduces the design basis before the best-estimate case; record contradictions inside the basis and the choice made. - Open questions and data needs, ranked by their effect on the headline answers, with an owner.
Quality rules
- Distinguish what the model computed from what was assumed or taken from a document.
- Never present a year with an unsolved or relaxed status as a result; carry the status into every table that uses it.
- Do not mix stream-day and calendar-day volumes between tables.
- A modification is justified by the utilisation register and the trigger year, not by the existence of a spare option.
- Carry the calibrated vs independent flag into any statement that cites model accuracy.
- Keep generic facts in reusable tooling; keep company or asset data in the task folder.
Related
neqsim-process-modeling(referencemulti-platform-complex) for the model, sweep and validation design.neqsim-capacity-increase-screeningfor ranking capacity ideas on an existing host.neqsim-rotating-equipment-designandneqsim-compressor-antisurge-recyclefor compressor, shaft and driver limits that usually dominate the register.neqsim-optimization-and-doefor tornado and Monte Carlo tooling.neqsim-professional-reportingfor the Word/PDF deliverable andneqsim-task-workflowfor the task folder and status file conventions.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

