Runs medical-device CAPA investigations end to end: root cause analysis, action planning, effectiveness verification and program metrics.
Turns a sprawling GitHub issue backlog into a handful of root-cause "plan-master" issues plus a shippable roadmap.
Reviews REST APIs by linting OpenAPI specs, detecting breaking changes, and grading design quality A–F.
Turns any capital expenditure question — equipment, hiring, software, real estate — into a full ROI/NPV/IRR analysis with a clear proceed or pass recommendation.
Turns a chaotic stream of thoughts, tasks, and ideas into a four-section actionable system with zero information loss.
Assembles story-driven board and investor update decks by pulling a dedicated section from every C-suite perspective.
Auto-detects the source type — docs site, GitHub repo, PDF, video, codebase — and turns it into a packaged AI skill.
End-to-end Neuropixels extracellular analysis with SpikeInterface: loading, preprocessing, drift correction, spike sorting, quality metrics and unit curation.
Tracks physical units with pint and propagates measurement uncertainty via GUM and Monte Carlo, with local CLIs for budgets, reporting, code audits, and plausibility checks.
Opinionated GeoPandas guidance plus local audit CLIs for CRS, geometry validity, spatial joins, and safe exports.
Helps you build, run, debug and scale Nextflow/nf-core data pipelines from laptop to HPC and cloud.
Plan, design, and generate research presentation decks — conference talks, seminars, and thesis defenses — in PDF, PowerPoint, or LaTeX Beamer.
A PathML 3.0.5 playbook for loading and tiling whole-slide images, building preprocessing/QC pipelines, validating spatial graphs, and planning bounded local inference.
Design and review PyLabRobot lab-automation protocols offline, with a hard safety gate before any physical run.
Runs tightly constrained one-hop and endpoint-pinned two-hop queries against the NCATS Translator ARAX API, returning typed relationships with full provenance.
A rigorous skill for planning, validating, restarting, and analyzing FluidSim computational fluid dynamics runs.
Turns observations or preliminary findings into evidence-bounded hypotheses, rival explanations, discriminating predictions, and preregistration-ready analysis plans.
A skill that guides loading, cleaning, comparing, and library-searching tandem mass spectra with matchms 0.33.1.
Routes requests to Parallel CLI for web search, URL extraction, deep research, data enrichment, entity discovery, and scheduled monitoring.
A skill that guides Claude in building publication-quality plots with full low-level control in Matplotlib.