jkitchin/skillz

1

citation-verifier Verify citations and references in scientific documents to detect hallucinated or invalid sources. Extracts DOIs, URL…

jkitchin/skillz

81

2

vasp Expert assistant for VASP (Vienna Ab initio Simulation Package) calculations - input file generation, parameter selec…

jkitchin/skillz

15

3

python-best-practices Expert guidance for writing professional Python code following industry best practices including PEP 8 compliance, te…

jkitchin/skillz

9

4

generative-optimization A skill on generative optimization for using Gaussian Mixture Models and Conditional Flow matching models for optimiz…

jkitchin/skillz

7

5

scientific-writing Comprehensive scientific writing guidance for research papers, grants, and technical documentation. Covers paper stru…

jkitchin/skillz

5

6

image-generation AI-powered image generation and editing using Google Gemini, Google Imagen, and OpenAI models. Generate images from t…

jkitchin/skillz

4

7

python-plotting Comprehensive plotting and visualization in Python - matplotlib (static publication-quality plots), seaborn (statisti…

jkitchin/skillz

4

8

scientific-reviewer Comprehensive scientific document review and analysis. Use when Claude needs to review scientific papers, reports, pr…

jkitchin/skillz

4

9

code-reviewer Comprehensive code review and analysis for software quality assurance. Use when Claude needs to review code in any fo…

jkitchin/skillz

3

10

emacs-lisp Expert guidance for writing professional Emacs Lisp code following the community-driven Emacs Lisp Style Guide by Boz…

jkitchin/skillz

3

11

literature-review Conduct systematic scientific literature reviews by integrating multi-source searches, iterative analysis, and synthe…

jkitchin/skillz

3

12

presentations Create slide presentations in multiple formats: Marp (Markdown, default), Beamer (LaTeX), Jupyter Notebook slides, an…

jkitchin/skillz

3

13

python-optimization Expert guidance for mathematical optimization in Python - systematic problem classification, library selection (scipy…

jkitchin/skillz

3

14

scientific-data-extraction Extract structured data from scientific literature across multiple formats (PDF, HTML, images, plain text). Auto-dete…

jkitchin/skillz

3

15

claude-light Expert assistant for conducting remote experiments with Claude-Light - a web-accessible RGB LED and spectral sensor i…

jkitchin/skillz

2

16

design-of-experiments Expert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection, classical DOE (…

jkitchin/skillz

2

17

elevenlabs AI-powered audio generation using ElevenLabs API - text-to-speech with lifelike voices, sound effects generation, and…

jkitchin/skillz

2

18

idaes Comprehensive guidance for using IDAES (Institute for the Design of Advanced Energy Systems) for process systems engi…

jkitchin/skillz

2

19

opentrons Expert guidance for Opentrons Python API v2 - automated liquid handling, protocol development, labware management, an…

jkitchin/skillz

2

20

troubleshooting Systematic debugging and problem diagnosis using structured troubleshooting methodologies applicable to any domain - …

jkitchin/skillz

2

21

version-control Expert guidance for Git version control, trunk-based development workflows, and GitHub best practices. Emphasizes Con…

jkitchin/skillz

2

22

video-storytelling Create coherent video story sequences with AI-generated images and narrated audio. Combines image-generation and elev…

jkitchin/skillz

2

23

brainstorming Structured brainstorming and ideation facilitation using proven creativity techniques. Use when users want to generat…

jkitchin/skillz

1

24

eln Professional scientific documentation in org-mode electronic lab notebooks with date-based organization, comprehensiv…

jkitchin/skillz

1

25

fairchem Expert guidance for Meta's FAIRChem library - machine learning methods for materials science and quantum chemistry us…

jkitchin/skillz

1

26

materials-databases Expert assistant for accessing materials databases (AFLOW and Materials Project) - query crystal structures, material…

jkitchin/skillz

1

27

materials-properties Expert assistant for calculating materials properties from first-principles using ASE - structure relaxation, surface…

jkitchin/skillz

1

28

opentrons-absorbance-reader Opentrons Absorbance Plate Reader Module for Flex - on-deck microplate spectrophotometry with single/multi-wavelength…

jkitchin/skillz

1

29

opentrons-gripper Opentrons Flex Gripper - automated labware movement between deck locations, modules, waste chute, and off-deck storag…

jkitchin/skillz

1

30

opentrons-heater-shaker Opentrons Heater-Shaker Module - temperature control (37-95°C) with orbital mixing (200-3000 rpm) for cell culture, e…

jkitchin/skillz

1

31

opentrons-magnetic-block Opentrons Magnetic Block for Flex - unpowered magnetic bead separation using gripper-based labware movement with high…

jkitchin/skillz

1

32

opentrons-temperature-module Opentrons Temperature Module - precise heating and cooling (4-95°C) for sample storage, enzyme reactions, and tempera…

jkitchin/skillz

1

33

opentrons-thermocycler Opentrons Thermocycler Module - automated PCR thermal cycling with independent block (4-99°C) and lid (37-110°C) temp…

jkitchin/skillz

1

34

phd-qualifier Expert evaluation of Chemical Engineering PhD qualifying exams - review written reports, presentations, and prepare c…

jkitchin/skillz

1

35

planning Structured planning and project breakdown using proven methodologies for goals, projects, and strategic initiatives. …

jkitchin/skillz

1

36

pycalphad Expert guidance for pycalphad - computational thermodynamics library implementing the CALPHAD method for calculating …

jkitchin/skillz

1

37

pycse Use when performing regression analysis with confidence intervals, solving ODEs, fitting models to experimental data,…

jkitchin/skillz

1

38

pymatgen Comprehensive guidance for using pymatgen (Python Materials Genomics) for computational materials science. Covers str…

jkitchin/skillz

1

39

python-ase Expert assistance with the Atomic Simulation Environment (ASE) Python library for atomistic simulations, including st…

jkitchin/skillz

1

40

python-jax Expert guidance for JAX (Just After eXecution) - high-performance numerical computing with automatic differentiation,…

jkitchin/skillz

1

41

python-multiobjective-optimization Expert guidance for multiobjective optimization in Python - Pareto optimality, evolutionary algorithms (NSGA-II, NSGA…

jkitchin/skillz

1

42

python-regression-statistics Expert guidance for regression analysis, statistical modeling, and outlier detection in Python using statsmodels, sci…

jkitchin/skillz

1

43

ralph-wiggum Autonomous AI coding loop for unattended development - lets Claude work continuously on tasks while you sleep, with m…

jkitchin/skillz

1

44

scientific-workflows Expert assistant for choosing and implementing scientific workflow tools - from simple joblib caching to complex orch…

jkitchin/skillz

1

45

tdd Test-Driven Development facilitation using the red-green-refactor cycle. Guides users through writing tests first, im…

jkitchin/skillz

1