scientific cursor rules

zenml-io/zenml

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Project-wide commenting policy — explain WHY the code is the way it is; avoid change-log comments.

zenml-io/zenml

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How to understand, add or modify ZenML domain models.

zenml-io/zenml

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How to understand, add or update ZenML ORM schemas.

NVIDIA/physicsnemo

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New model classes should start in physicsnemo/experimental/nn or physicsnemo/experimental/models during development, where backward compatibility is not guaranteed.

NVIDIA/physicsnemo

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All forward and public methods must validate tensor shapes at the beginning, wrapped in torch.compiler.iscompiling() guard, with standardized error messages.

NVIDIA/physicsnemo

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Use checkminversion() to check optional dependencies without importing, and @requireversion decorator to protect version-specific features; pyproject.toml is the single source of truth for dependencies.

K-Dense-AI/claude-scientific-writer

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Skills are sourced from https://github.com/K-Dense-AI/scientific-agent-skills at the revision pinned in skills.lock.json.

flopperam/unreal-engine-mcp

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Guide for creating colored shapes and physics objects in Unreal Engine using MCP tools.

omni-mcp/isaac-sim-mcp

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Cursor rule "cursorrules" from omni-mcp/isaac-sim-mcp, covering isaac sim mcp rules, general rules, physics rules, robot creation rules and physics scene rules.

whats2000/isaacsim-mcp-server

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The adapter's play() and createactiongraph() call ensurephysicsworld() to guarantee this. When user presses Play from UI, the script must do its own World + initializephysics() in a warmup phase.

dhicoc/wuyun-liuqi-skills

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A routing rule for a 五运六气 skill, a traditional Chinese medicine system involving calendar cycles, climate, and health. It directs an agent to the detailed skill files and lists warnings for calculations and clinical topics.

Patrick-Healy/tikz-diagrams-skill

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Use when editing or generating TikZ/PGF diagrams and animations.

reshadat/first-principles-destructor

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First principles destructor — strips any statement, business model, product idea, process, or industry convention down to its physics/math/logic floor. Calculates convention tax. Rebuilds from reality. Invoke when the user says "first principles", "destroy this assumption", "convention tax", "is this actually…

AndreaBozzo/dataprof

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How to use dataprof for tabular data, data-quality checks, and drift investigations.

matlab/slash-commands

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MATLAB development best practices and coding standards.

TashanGKD/cognitive-os

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A rule that automatically adds a record to a system log after important changes to a cognitive-structure document or after a cognitive skill finishes.

TashanGKD/cognitive-os

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A writing-protection rule for changes to core cognitive documents. It requires path checks, version backups, attribution labels, change records, map updates, and system logs.

TashanGKD/cognitive-os

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A rule that anchors factual statements to available evidence and marks details that are uncertain, inferred, or still need checking.

keaven/gsDesignSkills

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Use the portable gsDesignSkills semantic layer and package skills for clinical trial design work.

Sounio-lang/sounio

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Copy-paste Sounio patterns from verified tests.

spyrosze/mcp-openfoodtox

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mcp-openfoodtox/.

AMDResearch/ai4science-studio

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Preferred approach for building Apptainer overlay images that avoid re-downloading torch.

AMDResearch/ai4science-studio

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Conventions for run.sh and run.py scripts in model examples.

AMDResearch/ai4science-studio

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Conventions for SLURM sbatch scripts in model examples.