25 instruction files for AI agents, collected from jkitchin/knowhow. Install any of them at an exact version with mdr add jkitchin/knowhow/<name>.
CLAUDE.md CLAUDE.md file
jkitchin/knowhow · CLAUDE.md
git:20261026.5e9a3fa · audit A · 42 stars
phd-qualifier SKILL.md skill
jkitchin/knowhow · skills/academic/phd-qualifier/SKILL.md · Expert evaluation of Chemical Engineering PhD qualifying exams - review written reports, presentations, and prepare…
git:20260307.3e74b2f · audit A · 42 stars
citation-verifier SKILL.md skill
jkitchin/knowhow · skills/citation-verifier/SKILL.md · Verify citations and references in scientific documents to detect hallucinated or invalid sources.
Extracts DOIs, URLs…
git:20260130.a88fc7e · audit A · 42 stars
scientific-writing SKILL.md skill
jkitchin/knowhow · skills/communication/scientific-writing/SKILL.md · Comprehensive scientific writing guidance for research papers, grants, and technical documentation.
Covers paper…
git:20260307.3e74b2f · audit A · 42 stars
brainstorming SKILL.md skill
jkitchin/knowhow · skills/creative/brainstorming/SKILL.md · Structured brainstorming and ideation facilitation using proven creativity techniques.
Use when users want to generate…
git:20260307.3e74b2f · audit A · 42 stars
elevenlabs SKILL.md skill
jkitchin/knowhow · skills/creative/elevenlabs/SKILL.md · AI-powered audio generation using ElevenLabs API - text-to-speech with lifelike voices,
sound effects generation, and…
git:20251129.acd8950 · audit A · 42 stars
image-generation SKILL.md skill
jkitchin/knowhow · skills/creative/image-generation/SKILL.md · AI-powered image generation and editing using Google Gemini, Google Imagen, and OpenAI models.
Generate images from…
git:20260307.3e74b2f · audit A · 42 stars
presentations SKILL.md skill
jkitchin/knowhow · skills/creative/presentations/SKILL.md · Create slide presentations in multiple formats: Marp (Markdown, default), Beamer (LaTeX),
Jupyter Notebook slides, and…
git:20260227.5900c1a · audit A · 42 stars
video-storytelling SKILL.md skill
jkitchin/knowhow · skills/creative/video-storytelling/SKILL.md · Create coherent video story sequences with AI-generated images and narrated audio.
Combines image-generation and…
git:20251129.ac2b86d · audit A · 42 stars
code-reviewer SKILL.md skill
jkitchin/knowhow · skills/development/code-reviewer/SKILL.md · Comprehensive code review and analysis for software quality assurance. Use when Claude needs to review code in any…
git:20260307.3e74b2f · audit A · 42 stars
ralph-wiggum SKILL.md skill
jkitchin/knowhow · skills/development/ralph-wiggum/SKILL.md · Autonomous AI coding loop for unattended development - lets Claude work continuously on tasks while you sleep, with…
git:20261026.5e9a3fa · audit B · 42 stars
tdd SKILL.md skill
jkitchin/knowhow · skills/development/tdd/SKILL.md · Test-Driven Development facilitation using the red-green-refactor cycle. Guides users through
writing tests first…
git:20260307.3e74b2f · audit A · 42 stars
version-control SKILL.md skill
jkitchin/knowhow · skills/development/version-control/SKILL.md · Expert guidance for Git version control, trunk-based development workflows, and GitHub best practices.
Emphasizes…
git:20260307.3e74b2f · audit A · 42 stars
opentrons-absorbance-reader SKILL.md skill
jkitchin/knowhow · skills/laboratory/opentrons-absorbance-reader/SKILL.md · Opentrons Absorbance Plate Reader Module for Flex - on-deck microplate spectrophotometry with single/multi-wavelength…
git:20260307.3e74b2f · audit A · 42 stars
opentrons-gripper SKILL.md skill
jkitchin/knowhow · skills/laboratory/opentrons-gripper/SKILL.md · Opentrons Flex Gripper - automated labware movement between deck locations, modules, waste chute, and off-deck storage…
git:20251129.b0f1718 · audit A · 42 stars
opentrons-heater-shaker SKILL.md skill
jkitchin/knowhow · skills/laboratory/opentrons-heater-shaker/SKILL.md · Opentrons Heater-Shaker Module - temperature control (37-95°C) with orbital mixing (200-3000 rpm) for cell culture…
git:20260307.3e74b2f · audit A · 42 stars
opentrons-magnetic-block SKILL.md skill
jkitchin/knowhow · skills/laboratory/opentrons-magnetic-block/SKILL.md · Opentrons Magnetic Block for Flex - unpowered magnetic bead separation using gripper-based labware movement with…
git:20251129.b0f1718 · audit A · 42 stars
opentrons-temperature-module SKILL.md skill
jkitchin/knowhow · skills/laboratory/opentrons-temperature-module/SKILL.md · Opentrons Temperature Module - precise heating and cooling (4-95°C) for sample storage, enzyme reactions, and…
git:20251129.b0f1718 · audit A · 42 stars
opentrons-thermocycler SKILL.md skill
jkitchin/knowhow · skills/laboratory/opentrons-thermocycler/SKILL.md · Opentrons Thermocycler Module - automated PCR thermal cycling with independent block (4-99°C) and lid (37-110°C)…
git:20260307.3e74b2f · audit A · 42 stars
opentrons SKILL.md skill
jkitchin/knowhow · skills/laboratory/opentrons/SKILL.md · Expert guidance for Opentrons Python API v2 - automated liquid handling, protocol development, labware management, and…
git:20251129.b0f1718 · audit A · 42 stars
planning SKILL.md skill
jkitchin/knowhow · skills/productivity/planning/SKILL.md · Structured planning and project breakdown using proven methodologies for goals, projects,
and strategic initiatives…
git:20260307.3e74b2f · audit A · 42 stars
claude-light SKILL.md skill
jkitchin/knowhow · skills/programming/claude-light/SKILL.md · Expert assistant for conducting remote experiments with Claude-Light - a web-accessible RGB LED and spectral sensor…
git:20260307.3e74b2f · audit A · 42 stars
emacs-lisp SKILL.md skill
jkitchin/knowhow · skills/programming/emacs-lisp/SKILL.md · Expert guidance for writing professional Emacs Lisp code following the
community-driven Emacs Lisp Style Guide by…
git:20251108.00b7c61 · audit A · 42 stars
fairchem SKILL.md skill
jkitchin/knowhow · skills/programming/fairchem/SKILL.md · Expert guidance for Meta's FAIRChem library - machine learning methods for materials science and quantum chemistry…
git:20261026.1b9386f · audit A · 42 stars
idaes SKILL.md skill
jkitchin/knowhow · skills/programming/idaes/SKILL.md · Comprehensive guidance for using IDAES (Institute for the Design of Advanced Energy Systems)
for process systems…
git:20260307.3e74b2f · audit A · 42 stars