Scientific skills

12,426 tagged Scientific, measured the same way as everything else here.

Browse within: bioinformatics 260ai-scientist 207LLM 186agents 186biology 170reasoning-language-models 165ai-scientists 164reasoning-agent 164tool-use 164agent 159data-analysis 133cancer-genomics 132computational-biology 132literature-review 120

drug-mmpbsa-gbsa

121

learningmatter-mit/AtomisticSkills

Skill Claude CodeCodex

Compute single-trajectory MM-GBSA and / or MM-PBSA binding free energy estimates from a protein-ligand MD trajectory. Two backends: a fast OpenMM GBn2 path (no extra dependencies) and an AmberTools MMPBSA.py path that supports both GB (multiple igb models) and Poisson-Boltzmann PB on the same trajectory.

not rated 162 +4 6d ago A SkillSpector: warn 86 tokens original MIT

TianGzlab/OmicsClaw

Skill Claude CodeCodex

Complete workflow for single-cell RNA-seq analysis using Seurat v5. Process raw data through quality control, normalization, clustering, and cell type annotation with publication-ready visualizations.

not rated 160 1mo ago A SkillSpector: pass 12 tokens original Apache-2.0

paper-writing

123

moonlarry/codex-paper-skills

Skill Claude CodeCodex

Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write Markdown drafts → paper-write LaTeX section files → paper-compile → paper-review → formal polish → optional human-style polish → proof/claim/citation audits to go from a narrative report to a polished PDF. Use for /goal-based…

not rated 160 +3 1mo ago A 145 tokens

nvalchemi-distributed

124

NVIDIA/nvalchemi-toolkit

Skill Claude Code ✓ vendor

How to run domain-decomposed (multi-GPU) MLIP simulations with DomainParallel — choose between the halo and graph-partition strategies, author a distributionspec so a bring-your-own model runs under domain decomposition, and write a custom dynamics integrator that stays correct across ranks.

not rated 159 5d ago A SkillSpector: pass 64 tokens original Apache-2.0

protein-qc

125

adaptyvbio/protein-design-skills

Skill Claude CodeCodex

Quality control metrics and filtering thresholds for protein design. Use this skill when: (1) Evaluating design quality for binding, expression, or structure, (2) Setting filtering thresholds for pLDDT, ipTM, PAE, (3) Checking sequence liabilities (cysteines, deamidation, polybasic clusters), (4) Creating multi-stage…

not rated 158 2mo ago A SkillSpector: warn 140 tokens original MIT

vdjdb-proofread

126

antigenomics/vdjdb-db

Skill Claude CodeCodex

Run QC scripts on a VDJdb chunk, report every error with a suggested fix, verify the output of previous /extract and /format steps, estimate confidence scores, and flag gaps in current pysrc QC coverage.

not rated 155 14d ago A 50 tokens AGPL-3.0

arxiv-paper-report

127

yofine/skills

Skill Codex

Search arXiv and, when needed, verify external academic sources to update field beliefs and one primary decision through testable propositions, capability frontiers, explicitly labeled mechanism models, technical options, transition theses, five-dimensional maturity, leading indicators, and a restrained bilingual…

not rated 155 +1 28d ago A 90 tokens

omnisci

128

Omni-Scientist/OmniScientist

Skill Claude CodeCodex

Run OmniScientist end to end in the OmniScientist CLI using DeepSeek V4 Flash. Turn raw research data (images, signals, audio, video, 3-D, tables, or graphs) and an open direction into perceived evidence, a falsifiable hypothesis, recorded analysis, real citations, a gated candidate paper, PDF, and Overleaf bundle.…

not rated 154 +4 changed 4d ago A SkillSpector: pass 145 tokens original MIT

equinor/neqsim

Skill Claude CodeCodex

Extracts process simulation data from unstructured sources (text, tables, PFDs, data sheets, STID/E3D line lists) and converts it to NeqSim JSON builder format or PipingRouteBuilder route models. USE WHEN: a user provides a process description, PFD, operating data, line-list table, or design document and wants a…

not rated 151 +1 today A SkillSpector: pass 106 tokens original Apache-2.0

dat-skill

130

that-company/dat-skill

Skill Claude CodeCodex

Default path for any cloud training work in Dat. Use this skill whenever a task needs cloud training, GPU training, model fine-tuning, training evaluation, long-running training compute, or hosted training job orchestration. Also use it to submit prepared packages, handle approval/session handoff, track jobs, cancel…

not rated 149 1mo ago A 77 tokens

agent-figure-gallery

131

Dsadd4/AgentFigureGallery

Skill Claude CodeCodex

Query visual scientific figure references, show candidates for human preference selection, export selected reference bundles, and guide plotting agents from human-selected visual examples to code action.

not rated 147 +5 4d ago A SkillSpector: pass 36 tokens original MIT

autoresearch

132

alfredolopez80/multi-agent-ralph-loop

Skill Claude Code

Autonomous experiment loop: modifies code, runs experiments, evaluates metrics, keeps improvements. Inspired by karpathy/autoresearch + pi-autoresearch + autoexp. Triggers: /autoresearch, 'auto research', 'optimize continuously', 'experiment loop', 'autonomous optimization'.

not rated 146 6d ago A 61 tokens

openfate-bazi

133

openfate-ai/openfate-mcp

Skill Claude CodeCodex

A skill for Bazi, also called Four Pillars, a traditional system that uses birth details to calculate charts, cycles, and relationships between chart elements.

not rated 146 +1 3d ago A SkillSpector: warn 108 tokens original MIT

simulink/skills

Skill Claude CodeCodex

Analyze Simulink Profiler results to find simulation bottlenecks or compare two profiler sessions to identify regressions. Use when asked to profile a Simulink model, analyze profiler data, find what is slow, or compare simulation performance between two runs or releases.

not rated 144 1mo ago A SkillSpector: pass 61 tokens original BSD-3-Clause

paperlocus

135

littleZ05/PaperLocus

Skill Codex

Reference-aware whole-paper reading and structured research-note generation. Use when the user wants to understand an entire paper, place it in the literature, compare it against core prior work or baselines, or decide whether a paper should be read as a method paper or as a Nature or Science-style evidence-chain…

not rated 143 +7 2mo ago A 65 tokens original MIT

kimi3manim

136

HarleyCoops/KimiK3Manim

Skill Claude CodeCodex

Turn math and physics concepts into rendered Manim films.

not rated 142 1mo ago A SkillSpector: pass 15 tokens original MIT

limi124/remote-sensing-research-radar

Skill Codex

Track, retrieve, screen, and synthesize research frontiers for geospatial AI, remote sensing big data, and transferable computer vision methods. Use when Codex is asked to search recent papers, arXiv, GitHub projects, Papers with Code, datasets, benchmarks, competitions, or conference/workshop programs in remote…

not rated 139 +2 4mo ago A 124 tokens

中医

138

YuanZHAO321/TCM.Skill

Skill Claude CodeCodex

A Chinese-language reference skill for traditional Chinese medicine, including its theories, diagnostic approaches, herbs, formulas, and treatment principles.

not rated 139 +1 2mo ago A 889 tokens

yam-runtime-artifacts

139

NVlabs/ASPIRE

Skill Claude CodeCodex

Use when inspecting YAM logs, videos, SAM3 overlays, observations, planner previews, function-call JSON, result files, or failure evidence.

not rated 139 +15 8d ago A SkillSpector: pass 34 tokens original Apache-2.0

section-11

140

CrankAddict/section-11

Skill Claude CodeCodex

Evidence-based endurance coaching protocol (v11.63). Use when analyzing training data, reviewing sessions, generating pre/post-workout reports, planning workouts, answering training questions, or giving endurance coaching advice. Always read or fetch athlete JSON data before responding to any training question.

not rated 138 +1 15d ago A 58 tokens original MIT

deepmd-finetune-dpa3

141

jinzhezenggroup/computational-chemistry-agent-skills

Skill Claude CodeCodex

Fine-tune a DPA3 model in DeePMD-kit using the PyTorch backend. Use when the user wants to adapt a pre-trained DPA3 model to a new downstream dataset. Supports fine-tuning from a self-trained DPA3 model (.pt checkpoint), from a multi-task pre-trained model, or from a built-in pretrained model downloaded via dp…

not rated 138 +4 today A 131 tokens LGPL-3.0

happy-figure-skill

142

BAIKEMARK/happy-figure-skill

Skill Claude CodeCodex

A skill for turning research papers and other scientific material into reusable prompts for AI-generated figures. It can also use reference images when available.

not rated 138 +10 3mo ago A 231 tokens

suggesting-remedies

143

Netflix-Skunkworks/oci-agent

Skill Claude CodeCodex

Invoke this skill when an OCI diagnostic fails or warns and a spec change is needed. Keywords: covariate balance failure, overlap warning, placebo warning ATOTHRESHOLD, trimming extreme propensities changing estimand: ATE → ATT, ATE → ATO adding covariates, dataset insufficiency actor-critic feedback loop, suggested…

not rated 137 +2 25d ago A SkillSpector: pass 85 tokens original Apache-2.0

urdf-to-mjcf

144

PathOn-AI/PathOnRoboticsOSS

Skill Claude Code

Use when bringing a URDF robot, hand, or CAD-generated model into MuJoCo MJCF and no hand-tuned upstream MJCF exists.

not rated 136 4d ago A 37 tokens

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