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fluidsim

Plan, configure, inspect, restart, and analyze bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety checks. Use for FluidSim solver selection, parameter review, FFT/MPI setup, output diagnostics, or restart compatibility.

75

Quality

92%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

92%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A dense, well-structured CFD skill body: executable code and commands, a gated multi-step workflow with validation checkpoints, and clean one-level-deep reference navigation. The only slack is minor version/plugin verbosity.

DimensionReasoningScore

Conciseness

Largely efficient and assumes competence (no padding about what CFD/pseudospectral means), but the version/plugin enumerations and dated 2026-07-23 install detail could be trimmed slightly; time-sensitive material is confined to dedicated sections rather than a deprecated/old-patterns section.

4 / 5

Actionability

Fully executable throughout — versioned `uv` install commands, copy-paste `Simul`/forcing/load parameter blocks, and exact bundled-tool invocations like `python3 scripts/solver_config_validator.py --config config.json` cover the common cases.

5 / 5

Workflow Clarity

A 9-step 'Required workflow' with explicit validation checkpoints ('Stop if ...', 'Only then prepare ... Never submit or launch MPI automatically') plus a 'Scientific acceptance gate' checklist and feedback guidance for restart; the destructive/batch MPI risk is explicitly gated.

5 / 5

Progressive Disclosure

SKILL.md is a clear overview with one-level-deep, well-signaled references — all six referenced files (installation, solvers, simulation_workflow, parameters, output_analysis, advanced_features) exist in ./references/ — and bundled scripts are listed with exact invocations and a consolidated References section.

5 / 5

Total

19

/

20

Passed

Description

92%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description with concrete actions and an explicit 'Use for' trigger. It is comprehensive on what and when; only trigger-term synonym coverage keeps it from a perfect sweep.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Plan, configure, inspect, restart, and analyze bounded FluidSim computational-fluid-dynamics simulations' plus 'explicit numerical-validity and HPC safety checks' — with comprehensive coverage of the skill's surface.

5 / 5

Completeness

Explicitly answers what (the plan/configure/inspect/restart/analyze actions) and when (an explicit 'Use for ... solver selection, parameter review, FFT/MPI setup, output diagnostics, or restart compatibility' trigger clause).

5 / 5

Trigger Term Quality

Good natural keyword coverage ('FluidSim solver selection, parameter review, FFT/MPI setup, output diagnostics, restart compatibility') that a CFD/HPC user would say, but misses some synonyms and bare terms like 'CFD' or 'simulation'.

4 / 5

Distinctiveness Conflict Risk

A clearly bounded FluidSim-CFD niche with distinct, domain-specific triggers; minimal risk of firing for an unrelated skill.

5 / 5

Total

19

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
K-Dense-AI/scientific-agent-skills
Reviewed

Table of Contents

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