Vercel Optimize Audit
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
Anti-surge recycle and coordinated minimum-speed recycle control for centrifugal compressors in NeqSim: chart generation, anti-surge calculation, MinimumSpeedRecycleControllerStructure split-range…
$ npx skills add equinor/neqsim --skill neqsim-compressor-antisurge-recycle -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install equinor/neqsim neqsim-compressor-antisurge-recycle --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/equinor/neqsim.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/neqsim-compressor-antisurge-recycle .claude/skills/neqsim-compressor-antisurge-recycle && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "neqsim-compressor-antisurge-recycle" agent skill from https://github.com/equinor/neqsim/tree/master/.github/skills/neqsim-compressor-antisurge-recycle into .claude/skills/neqsim-compressor-antisurge-recycle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neqsim-compressor-antisurge-recycle", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/equinor/neqsim/tree/master/.github/skills/neqsim-compressor-antisurge-recycleType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add equinor/neqsim --skill neqsim-compressor-antisurge-recycle -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install equinor/neqsim neqsim-compressor-antisurge-recycle --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/equinor/neqsim.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/neqsim-compressor-antisurge-recycle .agents/skills/neqsim-compressor-antisurge-recycle && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "neqsim-compressor-antisurge-recycle" agent skill from https://github.com/equinor/neqsim/tree/master/.github/skills/neqsim-compressor-antisurge-recycle into .agents/skills/neqsim-compressor-antisurge-recycle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neqsim-compressor-antisurge-recycle", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add equinor/neqsim --skill neqsim-compressor-antisurge-recycle -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install equinor/neqsim neqsim-compressor-antisurge-recycle --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/equinor/neqsim.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/neqsim-compressor-antisurge-recycle .cursor/skills/neqsim-compressor-antisurge-recycle && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "neqsim-compressor-antisurge-recycle" agent skill from https://github.com/equinor/neqsim/tree/master/.github/skills/neqsim-compressor-antisurge-recycle into .cursor/skills/neqsim-compressor-antisurge-recycle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neqsim-compressor-antisurge-recycle", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/equinor/neqsim.git --path .github/skills/neqsim-compressor-antisurge-recycle--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add equinor/neqsim --skill neqsim-compressor-antisurge-recycle -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install equinor/neqsim neqsim-compressor-antisurge-recycle --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/equinor/neqsim.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/neqsim-compressor-antisurge-recycle .gemini/skills/neqsim-compressor-antisurge-recycle && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "neqsim-compressor-antisurge-recycle" agent skill from https://github.com/equinor/neqsim/tree/master/.github/skills/neqsim-compressor-antisurge-recycle into .gemini/skills/neqsim-compressor-antisurge-recycle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neqsim-compressor-antisurge-recycle", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install equinor/neqsim neqsim-compressor-antisurge-recycleInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add equinor/neqsim --skill neqsim-compressor-antisurge-recycle -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/equinor/neqsim.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/neqsim-compressor-antisurge-recycle .github/skills/neqsim-compressor-antisurge-recycle && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "neqsim-compressor-antisurge-recycle" agent skill from https://github.com/equinor/neqsim/tree/master/.github/skills/neqsim-compressor-antisurge-recycle into .github/skills/neqsim-compressor-antisurge-recycle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neqsim-compressor-antisurge-recycle", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add equinor/neqsim --skill neqsim-compressor-antisurge-recycle -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install equinor/neqsim neqsim-compressor-antisurge-recycle --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/equinor/neqsim.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/neqsim-compressor-antisurge-recycle .opencode/skills/neqsim-compressor-antisurge-recycle && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "neqsim-compressor-antisurge-recycle" agent skill from https://github.com/equinor/neqsim/tree/master/.github/skills/neqsim-compressor-antisurge-recycle into .opencode/skills/neqsim-compressor-antisurge-recycle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "neqsim-compressor-antisurge-recycle", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
neqsim-compressor-antisurge-recycleAnti-surge recycle and coordinated minimum-speed recycle control for centrifugal compressors in NeqSim: chart generation, anti-surge calculation, MinimumSpeedRecycleControllerStructure split-range…
Neqsim Compressor Antisurge Recycle is an agent skill from equinor/neqsim. Anti-surge recycle and coordinated minimum-speed recycle control for centrifugal compressors in NeqSim: chart generation, anti-surge calculation, MinimumSpeedRecycleControllerStructure split-range control, fuel-gas, CO2 and cost savings. USE WHEN: a task must protect a compressor from surge, coordinate speed and recycle valve at minimum speed, stop uncoordinated recycle opening, or value power/CO2 savings from control optimization.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Cloud cost optimization. The repository describes itself as: NeqSim is a library for calculation of fluid behavior, phase equilibrium and process simulation. The licence is Apache-2.0.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 69c5882. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are java and python).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Neqsim Compressor Antisurge Recycle loads about 2k tokens when it runs. Until then it costs about 118 tokens; SKILL.md has 571 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from equinor/neqsim at commit 69c5882, republished under its Apache-2.0 licence (© equinor). 571 words, ~2,031 tokens.
.claude/skills/neqsim-compressor-antisurge-recycle/SKILL.md (or your agent's skills folder).This skill provides patterns for anti-surge protection, minimum-speed recycle coordination, and energy/CO2 emission evaluations for centrifugal compressor recycle loops.
MinimumSpeedRecycleControllerStructureStandards: API 617 / API 619, IEC 60534 / ISA-75, ISO 50001 / ISO 14064 (energy & carbon emissions).
MinimumSpeedRecycleControllerStructureneqsim.process.controllerdevice.structure.MinimumSpeedRecycleControllerStructure coordinates pressure control between compressor speed and recycle-valve opening when the compressor reaches its minimum speed.
latched * 74 / 100) to prevent integral windup.import neqsim.process.controllerdevice.ControllerDeviceInterface;
import neqsim.process.controllerdevice.ControllerDeviceBaseClass;
import neqsim.process.controllerdevice.structure.MinimumSpeedRecycleControllerStructure;
// Create controllers
ControllerDeviceInterface pressureController = new ControllerDeviceBaseClass("PIC-0205A");
ControllerDeviceInterface antiSurgeController = new ControllerDeviceBaseClass("UIC-0231");
ControllerDeviceInterface suctionController = new ControllerDeviceBaseClass("PIC-0131");
// Instantiate structure: (pressureCtrl, antiSurgeCtrl, suctionCtrl, transitionPct, maxOutputPct, minSpeedPct, maxSpeedPct)
MinimumSpeedRecycleControllerStructure coordStructure = new MinimumSpeedRecycleControllerStructure(
pressureController, antiSurgeController, suctionController, 75.0, 105.0, 75.0, 100.0
);
// In transient loop or update step:
coordStructure.update(pressureControllerOutput, antiSurgeOutput, suctionPressureOutput);
double speedCommand = coordStructure.getSpeedOutput(); // % speed
double recycleAddition = coordStructure.getRecycleAddition(); // % recycle addition
double recycleCommand = coordStructure.getLatchedRecycleOutput(); // % latched baselineWhen recycle opens uncoordinatedly while the compressor is operating at minimum or elevated speed, extra gas is re-compressed without increasing net forward production.
Compressor Shaft Power: $$P_{shaft} = \frac{\dot{m}{total} \cdot h{poly}}{\eta_p} = \frac{\dot{m}{net} \cdot h{poly}}{\eta_p (1 - \alpha_{recycle})}$$ where $\alpha_{recycle}$ is the recycle fraction ($0 \le \alpha < 1$).
Power Penalty: $$\Delta P = P_{shaft}(\alpha) - P_{shaft}(0) = P_0 \left(\frac{\alpha}{1 - \alpha}\right)$$
Fuel Gas & CO2 Emission Penalty: $$\Delta \dot{m}{fuel} = \frac{\Delta P}{\eta{driver} \cdot LHV} \quad (\text{kg/hr})$$ $$\Delta \dot{m}{CO2} = \Delta \dot{m}{fuel} \cdot e_{CO2} \quad (\text{kg } CO_2/\text{hr})$$
Financial Cost Savings: $$\text{Annual Savings (MNOK/yr)} = \frac{\Delta m_{CO2, yr} \cdot \text{Tax}{CO2} + \Delta m{fuel, yr} \cdot \text{Value}_{gas}}{10^6}$$
from neqsim import jneqsim
# 1. Fluid Creation
fluid = jneqsim.thermo.system.SystemSrkEos(311.15, 12.5) # 38 °C, 12.5 bara
fluid.addComponent("methane", 0.78)
fluid.addComponent("ethane", 0.085)
fluid.addComponent("propane", 0.045)
fluid.addComponent("CO2", 0.040)
fluid.setMixingRule("classic")
# 2. Recompressor Model
stream = jneqsim.process.equipment.stream.Stream("Suction Gas", fluid)
stream.setFlowRate(150000.0, "kg/hr") # 150 t/h net flow
stream.run()
comp = jneqsim.process.equipment.compressor.Compressor("Recompressor", stream)
comp.setOutletPressure(45.0, "bara")
comp.setPolytropicEfficiency(0.78)
comp.setUsePolytropicCalc(True)
comp.run()
base_power_kw = comp.getPower() / 1000.0
# 3. Recycle Sweep
for r_frac in [0.0, 0.10, 0.20, 0.30]:
total_flow = 150000.0 / (1.0 - r_frac)
stream.setFlowRate(total_flow, "kg/hr")
stream.run()
comp.run()
p_kw = comp.getPower() / 1000.0
extra_kw = p_kw - base_power_kw
extra_co2_t_hr = (extra_kw / (0.34 * 48000.0)) * 3600.0 * 2.75 / 1000.0
print(f"Recycle {r_frac*100:.0f}%: Power = {p_kw:.1f} kW (+{extra_kw:.1f} kW), Extra CO2 = +{extra_co2_t_hr:.2f} t/h")MinimumSpeedRecycleControllerStructureFor steady-state screening with a prescribed minimum suction flow and a return
cooled to the net-feed suction state, use
neqsim.process.equipment.compressor.MinimumFlowSpill(name, netFeed).
Set setMinimumInletFlow(value, unit) and configure getCompressor().
Add the assembly once to ProcessSystem; the net forward outlet is
getOutletStream(), while getSpillStream() is an internal discharge spill.
getSpillFlow(unit) uses suction conditions even for actual volume.
Use getPower(unit) for gross compression and getSpillCoolingDuty(unit) for
ideal heat rejection. The assembly delegates capacity constraints to its compressor.
Disable internal AntiSurge flow modification. Use physical valve/cooler/recycle
equipment for composition changes, condensation, finite cooler approach or dynamics.
See compressor equipment guide
and MinimumFlowSpillTest for the executed synthetic material/energy checks.
© equinor, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .github/skills/neqsim-compressor-antisurge-recycle of equinor/neqsim.
Open the folder on GitHubat commit 69c5882
Neqsim Compressor Antisurge Recycle next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Neqsim Compressor Antisurge Recycle this skillequinor/neqsim | 156 | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Vercel Optimize Auditvercel-labs/agent-skills | 32k | 8 repos | ~4.3k | Automated safety check: Pass | None | |
| Cloud Cost Optimizationwshobson/agents | 40k | 14 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Kubernetes SpecialistJeffallan/claude-skills | 12k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Trigger.dev Cost Savings Auditpapermark/papermark | 9.2k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| Axiom Cost Controlopenclaw/clawhub | 9.5k | — | ~1.7k | Automated safety check: Pass | MIT |
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
wshobson/agents
Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes.
Jeffallan/claude-skills
Creates and checks Kubernetes manifests, Helm charts, RBAC and network policies, and helps debug pod problems, with kubectl checks and rollback steps.
papermark/papermark
Audits Trigger.dev tasks, schedules and run history for wasteful machine sizes, retries, polling and cron frequency to cut spend.
openclaw/clawhub
Finds unused data in Axiom by analyzing query patterns, then deploys a cost dashboard and ingest monitors to keep spend under the contract limit.
alexei-led/spotinfo
Query Spot/preemptible VM prices, savings and interruption risk across AWS, GCP and Azure with the spotinfo CLI.
equinor/neqsim
Guides NeqSim agents through acid-gas and contaminant removal with SimpleAmineAbsorber, SimpleAmineRegenerator, SystemKentEisenberg, SystemDesmukhMather, RateBasedAbsorber, MembraneSeparator, and…
equinor/neqsim
Guides agents through ProcessLinkedMPC, ProcessLinearizer, ModelPredictiveController, VirtualFlowMeter, SoftSensor, and DataReconciliationEngine.
equinor/neqsim
Agent-to-agent communication schema for NeqSim. An agent skill from equinor/neqsim.
equinor/neqsim
Autonomous observe-hypothesize-predict-test-discriminate loop for operational anomalies.
equinor/neqsim
CO2 capture, transport, storage (CCS) and hydrogen systems patterns for NeqSim.
equinor/neqsim
Fix formatting, Checkstyle, Spotless, and JavaDoc build failures in NeqSim Java code.
Categories
Anti-surge recycle and coordinated minimum-speed recycle control for centrifugal compressors in NeqSim: chart generation, anti-surge calculation, MinimumSpeedRecycleControllerStructure split-range…. Neqsim Compressor Antisurge Recycle is an agent skill from equinor/neqsim. Anti-surge recycle and coordinated minimum-speed recycle control for centrifugal compressors in NeqSim: chart generation, anti-surge calculation, MinimumSpeedRecycleControllerStructure split-range control, fuel-gas, CO2 and cost savings.
Neqsim Compressor Antisurge Recycle fits situations like: : a task must protect a compressor from surge; coordinate speed and recycle valve at minimum speed; stop uncoordinated recycle opening; value power/CO2 savings from control optimization.
Run `npx skills add equinor/neqsim --skill neqsim-compressor-antisurge-recycle -a claude-code`. Or copy the skill folder (.github/skills/neqsim-compressor-antisurge-recycle in equinor/neqsim) into .claude/skills/neqsim-compressor-antisurge-recycle in your project. Claude Code loads it when a task matches its description.
Run `npx skills add equinor/neqsim --skill neqsim-compressor-antisurge-recycle -a codex`. Or copy the skill folder (.github/skills/neqsim-compressor-antisurge-recycle in equinor/neqsim) into .agents/skills/neqsim-compressor-antisurge-recycle in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add equinor/neqsim --skill neqsim-compressor-antisurge-recycle -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/neqsim-compressor-antisurge-recycle, .gemini/skills/neqsim-compressor-antisurge-recycle, .github/skills/neqsim-compressor-antisurge-recycle and .opencode/skills/neqsim-compressor-antisurge-recycle in your project.
SKILL.md names no scripts, command-line tools or credentials: Neqsim Compressor Antisurge Recycle is instructions for the agent only. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Neqsim Compressor Antisurge Recycle is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Neqsim Compressor Antisurge Recycle: Vercel Optimize Audit (vercel-labs/agent-skills, 32k stars), Cloud Cost Optimization (wshobson/agents, 40k stars), Kubernetes Specialist (Jeffallan/claude-skills, 12k stars) and Trigger.dev Cost Savings Audit (papermark/papermark, 9.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
equinor (a GitHub organization) maintains it in equinor/neqsim, which has 156 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 10, 2026.
Source: equinor/neqsim on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.