All skills

Draft, revise, and audit scientific manuscripts with enforced evidence provenance, reporting-guideline coverage, and authorship/disclosure checks.

A rigorous skill for validating, converting, and symmetry-analyzing crystal structures with current pymatgen APIs, plus offline phase diagrams and bounded Materials Project queries.

An end-to-end PyMC workflow skill covering hierarchical models, NUTS/variational inference, convergence diagnostics, and LOO/WAIC model comparison.

Run end-to-end proteomics and metabolomics LC-MS/MS analysis with ready-made pyOpenMS CLI scripts.

A skill that guides Claude through choosing SHAP explainers and maskers, computing, validating, and visualizing feature attributions on SHAP 0.52.

A fail-closed EDA skill that profiles authorized local scientific files, audits missingness, leakage and outliers, and drafts a rigorous report without exposing raw values.

Design, review, and migrate MATLAB or Octave code with strict license gating, static-only safety checks, and reproducibility reporting.

Build, test, and analyze bounded process-based discrete-event simulations in SimPy with correct event semantics and replication-based output analysis.

A hands-on PyG skill covering node/link/graph tasks, custom message passing, heterogeneous graphs, and neighbor sampling for large graphs.

Builds macro-free, editable PowerPoint conference posters from an author-approved local manifest, with physical-size, printer, accessibility, and package-security audits.

A skill for designing, simulating, and running quantum circuits with Google's Cirq framework.

Correct, idiomatic pysam workflows for reading, querying, filtering, and writing SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ, and tabix data.

Turns observations into evidence-bounded candidate hypotheses, rival explanations, discriminating predictions, and preregistration-ready analysis plans.

Picks the governing framework (ICH Q2(R2)/M10, USP, CLSI, ISO 17025), then plans the validation study, runs the correct statistics, and structures the protocol and report.

Designs safe, hypothesis-driven chaos experiments, failure-injection code and game day exercises for distributed systems.

Turns a frontend project or webpage into a cinematic product promo with Remotion, real page captures, 124 shot cards, beat sync and sound design.

Splits a research goal into parallel sub-goals, runs them as headless `claude -p` subprocesses, and aggregates plus chapter-by-chapter polishes the results into a standalone report file.

A P0–P7 research pipeline with parallel subagents, a locked citation registry, source-type governance and mandatory counter-review for traceable reports.

Mines your recent agent transcripts and asks targeted questions to produce a personal `-mode` skill that agents follow.

An end-to-end workflow for drafting new Claude skills, testing them with evals and benchmarks, and tuning their descriptions for reliable triggering.