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Neuroscience data standards and experiment design: BIDS conversion/validation, HED annotation, and PsychoPy experiment scaffolding
npx claudepluginhub neuromechanist/research-skills --plugin neuroinformaticsUse this skill for "convert to BIDS", "BIDS format", "create BIDS dataset", "BIDS sidecar", "participants.tsv", "events.tsv", "EEG BIDS", "EMG BIDS", "MEG BIDS", "fMRI BIDS", "BIDS validator", "channel locations", "electrode positions", "BIDS metadata", or when the user wants to convert neuroscience data to Brain Imaging Data Structure (BIDS) format or validate BIDS compliance.
Use this skill for "design experiment", "create PsychoPy experiment", "stimulus presentation", "experiment protocol", "timing validation", "trial structure", "block design", "event-related design", "PsychoPy builder", "create stimuli", "LSL markers", "Lab Streaming Layer", "event markers", "trigger codes", or when the user wants to design or implement a neuroscience experiment.
Uses power tools
Uses Bash, Write, or Edit tools
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Academic literature search, citation management, PDF retrieval, and literature review synthesis
Complete grant proposal toolkit: NIH/NSF proposal writing, structured review with scoring criteria, and figure quality assurance
Complete project lifecycle toolkit: initialization, epic/sprint workflow, CI/CD scaffolding, Docker packaging, security auditing, and document processing
Academic manuscript toolkit: peer review, manuscript writing, and journal-specific formatting for submission
Academic literature search, citation management, and PDF retrieval using the opencite CLI
Claude Code marketplace for academic research workflows and development tooling. Install individual plugins for literature search, grant proposals, manuscript preparation, scientific figures, project lifecycle management, and neuroinformatics.
In Claude Code, type /plugin, select Add marketplace, enter:
neuromechanist/research-skills
Then select which plugins to install. Each plugin is independent.
claude plugin marketplace add neuromechanist/research-skills
for p in project grant manuscript opencite scientific-figures neuroinformatics; do
claude plugin install "$p@research-skills"
done
| Plugin | Version | Description | Commands |
|---|---|---|---|
| project | 0.2.0 | Project lifecycle: init, workflow, CI/CD, Docker, security, doc-processing | /init-project, /epic-dev, /epic-status, /setup-ci, /release-prep, /doc-process |
| grant | 0.2.0 | NIH/NSF grant proposal writing, review, and figure QA | /grant-write, /grant-review |
| manuscript | 0.2.0 | Academic manuscript peer review, writing, and journal formatting | /paper-review, /manuscript-prep |
| opencite | 0.2.0 | Literature search, citation management, PDF retrieval, literature review synthesis | /opencite |
| scientific-figures | 0.1.1 | Full figure pipeline: icons, plots, composition, visual QA | -- |
| neuroinformatics | 0.1.0 | BIDS conversion/validation, HED annotation, PsychoPy experiment design | /convert-bids, /validate-bids, /design-experiment |
Search academic literature, explore citation graphs, download PDFs, and export BibTeX. Wraps the opencite CLI, aggregating Semantic Scholar, OpenAlex, PubMed, arXiv, and bioRxiv. Includes a literature-review skill for synthesizing papers into cohesive reviews with thematic organization and gap analysis.
/opencite search "motor cortex oscillations"
"Find the top 10 most cited papers on brain-computer interfaces"
"Write a literature review on EEG-based BCIs"
Draft and review NIH and NSF grant proposals with mechanism-specific templates (R01, R21, K99, CAREER, etc.). Includes a grant-figure-qa agent that autonomously checks figures for resolution, accessibility, and NIH/NSF compliance. Skills for research strategy guidelines, writing style, budget justification, scoring criteria, and resubmission response.
/grant-write significance --mechanism R01
/grant-review proposal.pdf --mechanism R21
Academic manuscript toolkit covering the full lifecycle: writing guidance (IMRAD structure, section templates), peer review (methodology, statistics, reproducibility), and journal-specific formatting (IEEE, Nature, PNAS, Elsevier, LaTeX/BibTeX management). Includes revision response templates.
/paper-review manuscript.pdf
/manuscript-prep "Nature Neuroscience"
Create publication-quality figures for Nature, Science, PNAS, Cell, and other journals:
All elements saved as SVG or transparent PNG. Enforces sans-serif fonts, colorblind-safe palettes, and journal-specific dimensions. Runs on-the-fly via uvx and bunx.
Neuroscience data standards, experiment design, and dataset validation:
/convert-bids ./raw-data --modality eeg --task rest
/validate-bids ./bids-dataset
/design-experiment "visual oddball ERP paradigm with 2 conditions"
Complete project lifecycle toolkit combining initialization, epic/sprint workflow, and CI/CD management: