All Skills

Explains machine learning model predictions using SHAP values, covering feature importance, visualizations, debugging, bias analysis, and production deployment.

Orchestrates dynamic multi-agent workflows by planning first, then running parallel agents with adversarial verification through a local daemon or native fallback.

High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics and machine learning applications.

Simulate and analyze quantum mechanical systems, including open quantum systems, using QuTiP's solvers for master equations, Lindblad dynamics, and quantum trajectories.

Creates visual art in .png and .pdf documents by first generating a design philosophy and then expressing it visually, emphasizing minimal text and expert craftsmanship.

Build fast, type-safe web APIs and full-stack apps with Hono, deployable to Cloudflare Workers, Deno, Bun, Node.js, and other WinterCG-compatible runtimes.

Query the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores (CRISPR Chronos), drug sensitivity data, and gene effect profiles. Use for identifying cancer-specific vulnerabilities, synthetic lethal interactions, and validating oncology drug targets.

Creates interactive, publication-quality charts with 40+ types, hover tooltips, zoom, and web-embeddable exports for dashboards and exploratory analysis.

Writes internal communications such as status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, and project updates, following company-specific formats.

Audits hidden assumptions in decisions by classifying them, ranking by fragility and impact, and rebuilding conclusions from verified premises. Auto-detects Chinese or English input.

Discover, find, compare, audit, repair, adapt, craft, run, debrief, and prepare repeatable AI-agent loops for publication. Use when a user asks to analyze code or coding threads for recurring work, find a published loop, interview them to turn a goal into a bounded loop, review a loop...

Provides guidance and patterns for using a vector-powered CLI for semantic file search with Claude and Codex skills.

Pythonic wrapper around RDKit for cheminformatics, simplifying SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, and parallel processing while returning native rdkit.Chem.Mol objects.

Convert chemical structures (SMILES or RDKit molecules) into numerical representations for machine learning, covering 100+ featurizers including ECFP, MACCS, descriptors, and pretrained models like ChemBERTa, with support for QSAR modeling and virtual screening.

Produces academic papers, literature reviews, grant proposals, and clinical reports with LaTeX formatting and verified citations, using research-lookup and parallel-web skills.

Formats git commits with Sentry-style conventional commit messages, including type, scope, subject, body, and issue references, and enforces branch safety by creating a feature branch when on main or master.

Connects AI assistants to the Hugging Face Hub via MCP server tools to search models, datasets, Spaces, and papers, retrieve repo details and documentation, run compute jobs, and use Gradio Spaces as AI tools.

Automates job search and applications via the JobGPT MCP server, including job matching, auto-apply, tailored resume generation, application tracking, salary insights, and recruiter outreach.

Maps human-friendly names to App Store Connect IDs for apps, builds, versions, groups, and testers using the asc CLI.

Archives, exports, and notarizes macOS apps for distribution outside the App Store using xcodebuild and the asc CLI, including Developer ID signing, notarization submission, and stapling.

Automates iOS screenshot capture and upload: builds and launches the app on a simulator with xcodebuild/simctl, drives UI with AXe, frames screenshots with Koubou, and uploads them via the asc CLI.

Manage TestFlight testers, groups, and build distribution using the asc CLI, including exporting configuration, adding testers, and creating What to Test notes.

Evaluates iOS, macOS, tvOS, watchOS, and visionOS app code against Apple's App Store Review Guidelines to identify potential rejection issues before submission.

Crops and reframes event photos to improve composition while preserving the original aspect ratio, with QA contact sheets and delivery folders.

Orchestrates an end-to-end video production pipeline from source footage to a rough cut or final packaged video, with staged gates, resume support, and progress tracking.

Compares an edited Premiere Pro FCP7 XML against timeline.json and imports changes back into the project.

Diagnoses pipeline failures, schema validation errors, ffmpeg crashes, and API errors, then attempts safe automatic recovery.

Compresses responses by removing filler words and hedging while preserving code, errors, and technical details. Activates on explicit user request or a trigger token, and persists until released.

Saves all project context to _context/ files so future sessions can resume without re-reading the full SRS.

Performs a comprehensive cross-artifact QA/QC review of a virtual team pipeline, checking completeness, consistency, security, and compliance, then issues an advisory verdict with quality, compliance, and sign-off reports.

Generates a candid improvement report for a software requirements specification, covering deferred features, technical risks, FR refinement suggestions, NFR gaps, validation warnings, and process recommendations.

Guides a structured requirements workflow from topic intake through brainstorming, spec and plan writing, user review, SRS generation, validation, and improvement reporting.

Runs a structured five-round brainstorm to capture actors, features, scope, constraints, and business rules before writing a spec.

Provides creative problem-solving techniques for breaking through stuck points, including collision-zone thinking, inversion, pattern recognition, and simplification.

Identifies the type of problem you're stuck on and directs you to the appropriate problem-solving technique.

Stores shared reference documents and model mapping catalogs consumed by other SDD skills; not invokable as a skill itself.