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SKILL verified Apache-2.0 Self-run

Steam Tables Iapws

skill-jskherman-engg-skills-steam-tables-iapws · by jskherman

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Install

$ agentstack add skill-jskherman-engg-skills-steam-tables-iapws

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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Reliability & compatibility

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Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

IAPWS Steam Tables

Overview

Water / steam properties via the IAPWS-95 utilities exposed through chemicals.iapws:

  • Single-phase state (T, P): density, enthalpy, entropy, internal

energy, Cp, Cv, speed of sound, Joule-Thomson coefficient.

  • Saturation: Psat(T) and Tsat(P).

Prerequisites

  1. uv available.
  2. On first use, the script writes LICENSE_NOTIFICATION.txt listing

the IAPWS terms.

When to Use

  • Sizing a steam turbine, condenser, or reboiler.
  • BFW or condensate stream property work at known temperature and pressure.
  • Saturation pressure from temperature, or saturation temperature from pressure.

Don't use for

  • Hydrocarbon systems — use vle-flash-calculations.
  • Water + hydrocarbon two-phase systems — neither IAPWS nor plain cubic

EOS handles them well in isolation.

  • Supercritical CO2 — use a CO2 EOS (Span-Wagner).

Utility Scripts

  • uv run scripts/steam_props.py --temperature-k 773 --pressure-pa 1e7 --output /tmp/steam.json
  • uv run scripts/steam_props.py --saturation --temperature-k 423 --output /tmp/sat.json

Procedure

  1. Identify the state (T and P) or the saturation calculation (T or P).
  2. Call the appropriate subcommand.
  3. Inspect the returned properties; if any value seems unphysical,

recheck T and P bounds against the IAPWS validity range.

Pitfalls

  • Confusing IAPWS-95 (scientific, full phase diagram, accurate near

critical point) with IAPWS-IF97 (industrial, faster, small region discontinuities). For simulation use IF97; for high accuracy near critical, use IAPWS-95.

  • Treating the IAPWS Psat at the saturation curve as exact; the

formulation is accurate, but the calling code must be careful with rounding near saturation.

  • Using IAPWS for sea water or brackish water — salt is not in the

formulation.

  • Using cubic EOS for water/steam utility work — IAPWS is the industry

reference.

  • Mixing kJ/kg (common in steam tables) with J/kg (the IAPWS native);

the script reports both bases.

  • Reporting steam quality in a flash with a non-water hydrocarbon trace

contamination; IAPWS is pure-water only.

Fallback Strategies

  • If chemicals.iapws is unavailable, surface to the user that no

fallback is available; do not attempt to substitute a cubic EOS.

Verification

  • Run the listed script with representative inputs and an --output file when a deterministic calculation is available.
  • Confirm the JSON result contains ok: true, expected units, and no unhandled warnings.
  • Check result magnitudes against the stated assumptions, references, and a hand calculation or known operating range before reporting them.

References

  • references/iapws_notes.md — region boundaries and validity ranges.
  • IAPWS releases: https://iapws.org/
  • chemicals.iapws docs: https://chemicals.readthedocs.io/chemicals.iapws.html

Anti-Patterns

  • Using IAPWS for any non-water system.
  • Quoting steam properties to four decimal places without naming the

underlying formulation.

  • Mixing multiple water-property formulations within the same calculation

without naming the switch.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.