scientific computing skills

73 tagged scientific computing, measured the same way as everything else here.

Browse within: agentic-science 47agentic-search 47computational-research 47research-workflow 47python 17reproducibility 13autonomous-laboratory 11lab-automation 11self-driving-labs 11

bioinformatics

01

ZimoLiao/scholaraio

Skill Claude CodeCodex

Use when working on bioinformatics workflows such as alignment, variant calling, phylogenetics, or protein-structure analysis, especially across BLAST, minimap2, samtools, bcftools, MAFFT, IQ-TREE, or ESMFold.

566 2d ago A 55 tokens original MIT

literature-review

02

ZimoLiao/scholaraio

Skill Claude CodeCodex

Use when the user wants to draft a literature review, survey a research area, summarize a field, organize workspace papers, identify gaps, or export review references.

566 2d ago A 36 tokens original MIT

ZimoLiao/scholaraio

Skill Claude CodeCodex

Use when evaluating, adding, or upgrading ScholarAIO support for a scientific computing tool, especially integration-gate review, official docs ingestion, toolref integration, lightweight skill design, and end-to-end CLI verification.

566 2d ago A 49 tokens original MIT

design-lab

04

fl-sean03/OpenSDL

Skill Claude CodeCodex

Scope the physical and interface design of a laboratory before configuring it. Use when a user asks how to approach a lab buildout, how to break a cell into components, which mechanism or instrument to choose, how to tailor a reference design to their material system or hazards, whether a design is over-engineered, or…

102 yesterday A 75 tokens original Apache-2.0

orient-lab

05

fl-sean03/OpenSDL

Skill Claude CodeCodex

Inspect the current OpenSDL repository and declared laboratory state. Use when a user asks for current status or needs a declared-state baseline before a concrete task; use start-here for setup planning, inventory changes, or new equipment.

102 yesterday A 49 tokens original Apache-2.0

start-here

06

fl-sean03/OpenSDL

Skill Claude CodeCodex

Establish or resume an OpenSDL laboratory through a normal agent conversation. Use when a user says start here, set up or configure my lab, plan a new lab or cell, describe existing equipment, continue a lab build, or turn a laboratory idea into a simulator-first implementation plan.

102 yesterday A 61 tokens original Apache-2.0

scitex

07

scitex-ai/scitex-python

Skill Claude CodeCodex

Skill "scitex" from scitex-ai/scitex-python, covering scitex — umbrella package, mechanics, sub-skills index, quick reference and mandatory leaves.

85 2d ago A 155 tokens AGPL-3.0

stx.cli

08

scitex-ai/scitex-python

Skill Claude CodeCodex

Command-line interface for SciTeX platform operations — 30+ subcommands with lazy loading. Specialization of scitex-cli-convention.

85 2d ago A 33 tokens AGPL-3.0

pytorch-physics

09

xjtulyc/awesome-rosetta-skills

Skill Claude CodeCodex

Physics-informed neural networks, neural ODEs, and data-driven force-field learning using PyTorch, DeepXDE, and torchdiffeq.

34 4mo ago A 35 tokens

seamless-adoption

10

sjdv1982/seamless

Skill Claude CodeCodex

Assesses whether an existing Python, bash, or hybrid pipeline is a good fit for Seamless (content-addressed caching, reproducible execution, local-to-cluster scaling). Triggers when wrapping scripts or functions without rewriting them, avoiding recomputation, comparing workflow frameworks (vs Snakemake, Nextflow, CWL…

24 17d ago A 148 tokens

seamless-porting

11

sjdv1982/seamless

Skill Claude CodeCodex

Use when creating, porting, or debugging Seamless pipelines from Python, bash, or existing workflow systems; selecting the active concern in a staged non-linear Seamless port; designing referentially transparent DAGs; wrapping steps with direct/delayed transformers or seamless-run; validating Seamless contract…

24 17d ago A 92 tokens

sjdv1982/seamless

Skill Claude CodeCodex

Guides AI agents through debugging failures in Seamless remote execution (hashserver, database, jobserver, daskserver). Covers the multi-service topology, error propagation across repos, finding server-side logs and PID files, restarting services cleanly, and clearing caches to prevent false passes. Triggers when a…

24 17d ago A 93 tokens

haotong-Duan/tensor-network-research

Skill Claude CodeCodex

Use when the user asks about tensor networks, tensor decompositions (CP, Tucker, HOSVD, HOOI, Tensor Train / TT, Matrix Product State / MPS, Tensor Ring / TR, Hierarchical Tucker / HT, PEPS, MERA, TTN, LPS, PARAFAC, randomized / streaming / sparse / nonnegative / orthogonal decompositions), tensor optimization on…

5 1mo ago A 395 tokens

catalog-query-demo

16

skill-commons/skill-commons

Skill Claude CodeCodex

Demonstrate how an agent reads a local Skill Commons catalog snapshot without installing or executing a skill. Use only for schema and client-integration tests.

2 20d ago A 34 tokens original Apache-2.0

axiom-math

17

tufantunc/axiom-advanced-math-mcp

Skill Claude CodeCodex

Use when a task needs mathematics that must be exact rather than estimated — symbolic integration or differentiation, solving equations, factoring, limits, series, matrix algebra, combinatorics, or checking whether a mathematical claim is actually true. Runs a computer algebra system (Giac/Xcas) locally via a CLI, so…

1 21d ago A 74 tokens GPL-3.0

calculate

18

tetracoralla/math-anchor

Skill Claude CodeCodex

Use Math Anchor for reliability-sensitive mathematics. MUST load and use it for fixed-width wrapping/saturating arithmetic, bit operations and fields, IEEE-754 representation, and large exact combinatorial counts; never answer those from mental arithmetic. Also use it for exact or high-precision evaluation, explicit…

0 6d ago A 109 tokens original Apache-2.0