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Skills harvested from GitHub repositories
14810 skills availablehypothesis-generation
Hypothesis generation is a systematic process for developing testable explanations. Formulate evidence-based hypotheses ...
fluidsim
Use this skill only for FluidSim or explicit CFD workflows such as Navier-Stokes, turbulence, shallow-water, stratified-...
explaining-machine-learning-models
Treat this skill as an explicit/manual helper for interpretability work. Use this skill when: Understand why a machine l...
evaluating-machine-learning-models
Use this skill when the model exists and the question is whether it is good enough. This skill focuses on choosing and i...
claude-skills
Turn scattered domain material into a Skill that is reusable, maintainable, and reliably activatable: SKILL.md as the en...
designing-experiments
Helps choose and specify a research design before data analysis starts. This skill owns study-design decisions: what is ...
detecting-data-anomalies
Treat this skill as an explicit/manual helper. In governed ML routing, anomaly-detection ownership normally belongs to s...
rdkit
RDKit is a comprehensive cheminformatics library providing Python APIs for molecular analysis and manipulation. This ski...
error-resolver
Legacy reference archive for first-principle error diagnosis across languages and frameworks. This directory is retained...
literature-review
Conduct systematic, comprehensive literature reviews following rigorous academic methodology. Search multiple literature...
bio-database-evidence
Use this skill when the main task is biological database lookup, annotation, or evidence gathering across one or more bi...
citation-management
Manage citations systematically throughout the research and writing process. This skill provides tools and strategies fo...
scientific-brainstorming
Scientific brainstorming is a conversational process for generating novel research ideas. Act as a research ideation par...
biopython
Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality ...
tdd-guide
Use this skill for all feature work, bug fixes, and refactors that change behavior. Use this skill when the user wants t...
pymoo
Use this skill only for pymoo, NSGA-II/NSGA, Pareto-front analysis, multi-objective optimization, constrained optimizati...
scholarly-publishing
当用户说“我要投稿/返修/相机就绪/需要 LaTeX 工程化/写 rebuttal/写 cover letter”时，本 skill 负责把目标拆成可交付的出版资产包： manuscript/：论文源文件（LaTeX / Word / Ma...
requesting-code-review
Prepare a complete review request so the reviewer can evaluate the exact change against the intended requirements. Core ...
security-reviewer
Use this skill after code changes that touch input handling, auth, APIs, data access, uploads, payments, or external int...
stable-baselines3
Use this skill only for Stable-Baselines3, SB3, PPO/SAC/DQN, reinforcement learning agents, Gymnasium environments, poli...
market-research-reports
Market research reports are strategic documents for analyzing industries, markets, and competitive landscapes. They supp...
autonomous-builder
A fully autonomous software development agent that handles the complete software lifecycle: requirements analysis, archi...
deslop
Check the diff against main and remove all AI-generated slop introduced in this branch. Use this skill when the user's p...
spec-kit-vibe-compat
Bridge layer between spec-kit slash-command semantics and vibe orchestration. $router = Join-Path $HOME '.codex/skills/s...