CtrlK
BlogDocsLog inGet started
Tessl Logo

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%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Passed

No findings from the security scan

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 high-quality, executable skill body: pinned commands and code, a rigorously checkpointed workflow with acceptance gate, and clean one-level-deep progressive disclosure. The only mild weakness is a few trimmable passages (GPU restatement, citation prose) affecting conciseness.

Suggestions

Tighten the GPU paragraph to a single statement of the no-CUDA-backend position to remove the repeated phrasing.

Condense the citation/upstream-basis prose or move the full reference list into a reference file to reduce tokens that do not directly aid task execution.

DimensionReasoningScore

Conciseness

Dense and actionable with no re-education of known concepts, but the GPU paragraph restates the no-GPU stance twice and the citation block adds prose that could be trimmed, so it falls just short of the lean 5 anchor.

4 / 5

Actionability

Provides copy-paste-ready, version-pinned uv install commands, a complete create_default_params() block, solver imports, forcing/restart code, and exact bundled-tool invocations covering the common cases.

5 / 5

Workflow Clarity

A 9-step Required workflow with explicit validation checkpoints (validator/dry-run/pilot inspection), a 'Stop if' gate, and an 8-point Scientific acceptance gate checklist supplies clear sequencing with feedback loops for this risky HPC launch process.

5 / 5

Progressive Disclosure

SKILL.md is a well-signaled overview pointing one level deep to six verified reference files, each linked inline and listed in a References section, with bulk detail appropriately split out of the body.

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 tight, well-constructed description that states concrete actions, an explicit 'Use for' trigger clause, and a distinctive FluidSim-CFD niche. The only minor gap is the absence of file-extension triggers, which keeps trigger term quality at 4 rather than 5.

DimensionReasoningScore

Specificity

Five concrete verbs ('Plan, configure, inspect, restart, and analyze') plus 'numerical-validity and HPC safety checks' give comprehensive, specific action coverage rather than vague domain naming.

5 / 5

Completeness

Explicitly answers both 'what' (bounded FluidSim CFD simulation lifecycle with validity/HPC checks) and 'when' ('Use for FluidSim solver selection, parameter review...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Strong, varied trigger phrases ('solver selection', 'parameter review', 'FFT/MPI setup', 'output diagnostics', 'restart compatibility') with a 'Use for' clause, but no file extensions or common shorthand synonyms, leaving it just below the comprehensive 5 anchor.

4 / 5

Distinctiveness Conflict Risk

Targets a named, specialized framework (FluidSim pseudospectral CFD) with niche triggers (FFT/MPI setup, restart compatibility), giving a clear niche with minimal overlap risk.

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

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

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.