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scientific-brainstorming
A structured conversation guide for scientific brainstorming sessions. Provides a five-phase workflow from context understanding to synthesis, with specific techniques for divergent thinking and connection making. Includes adaptive strategies for common brainstorming challenges and references to established methodologies.
Auditing Security
This skill provides a structured framework for performing security audits on codebases. It guides users through scope discovery, threat modeling, and offers two review strategies (sequential and parallel scanning). It outputs findings with CVSS scores, OWASP mappings, exploit scenarios, and prioritized fixes. It includes templates for audit reports and a reference checklist for common vulnerabilities.
user-research
A comprehensive and well-structured guide to user research methodologies, providing practical templates, clear protocols, and actionable frameworks for conducting effective user studies.
market-research-reports
Generates 50+ page market research reports with LaTeX formatting, integrates multiple strategic frameworks (Porter's Five Forces, PESTLE, SWOT), and includes automated visual generation for charts and diagrams. Combines research data with consulting-style analysis.
scientific-problem-selection
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research".
massgen-release-documenter
This skill provides a structured workflow for documenting MassGen releases, covering CHANGELOG updates, Sphinx documentation, README maintenance, and roadmap tracking. It references a primary checklist document and includes concrete commands for git operations and documentation builds.
performance-analysis
This skill provides a systematic approach to performance analysis, covering measurement methodologies, bottleneck identification patterns, and capacity planning techniques. It emphasizes measuring before optimizing and offers concrete methods like USE/RED analysis, profiling hierarchies, and load testing strategies for diagnosing and improving system performance.
swarm-advanced
A comprehensive advanced swarm orchestration skill providing sophisticated patterns for distributed research, development, and testing workflows with clear architectural guidance.
openalex-database
Provides Python tools to query OpenAlex's 240M+ scholarly works database for literature searches, citation tracking, research trend analysis, and bibliometric studies. Includes helper functions for common academic workflows like finding papers by author/institution and analyzing open access publications.
research-grants
This skill provides detailed templates and guidance for writing research grant proposals for major funding agencies like NSF, NIH, DOE, DARPA, and NSTC. It includes agency-specific formatting, budget preparation, review criteria, and compliance requirements. The skill mandates integration with scientific-schematics for visual elements in proposals.
scientific-slides
This skill helps researchers create scientific presentations by generating slide images via Nano Banana Pro AI and providing detailed timing guidance. It focuses on visual storytelling with minimal text, proper citations, and professional design. Includes specific workflows for PDF and PowerPoint output with formatting consistency protocols.
semtools
A Rust-based CLI tool for semantic search across code and documents using embedding similarity. It finds code by meaning rather than keywords, supports workspace caching for performance, and can parse PDF/DOCX/PPTX files with an API key. Useful for discovering code when you don't know exact function names.
rdkit
This skill provides guidance for using RDKit, a Python library for cheminformatics. It covers molecule I/O, property calculation, fingerprinting, substructure search, and chemical reactions. Includes code examples for common workflows like drug-likeness analysis and similarity screening, plus performance tips and error handling.
ceo-advisor
Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, fundraising, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.
scholar-evaluation
Provides a structured framework for evaluating scholarly papers using eight quality dimensions with detailed rubrics and scoring. Guides users through systematic assessment of research methodology, analysis, writing, and citations. Integrates with diagram generation for visual representation of evaluation criteria.
scrum-master-agent
Comprehensive Scrum Master assistant for sprint planning, backlog grooming, retrospectives, capacity planning, and daily standups with intelligent context-aware reporting
blucli
BluOS CLI (blu) for discovery, playback, grouping, and volume.
scientific-visualization
This skill provides templates and utilities for creating publication-ready scientific figures. It includes journal-specific style presets (Nature, Science, Cell), colorblind-safe palettes, multi-panel layout helpers, and export functions for PDF/EPS/TIFF formats. Focuses on meeting exact journal submission requirements.
data-stats-analysis
This skill provides local execution of common statistical tests using scipy and statsmodels, including t-tests, ANOVA, correlation analysis, and multiple testing corrections. It works with any LLM provider and includes practical examples for biological data analysis like differential expression and cell type enrichment.
writing-plans
Creates detailed implementation plans for multi-step coding tasks with exact file paths, test code, and commands. Enforces TDD workflow with 2-5 minute steps and provides execution options via subagents or parallel sessions. Saves plans to structured markdown files.
OSINT
Provides structured workflows for open-source intelligence gathering across people, companies, and entities. Includes detailed authorization checks, multi-researcher parallel execution patterns, and specific tool recommendations for each investigation type. Focuses on ethical boundaries and legal compliance.
regulatory-affairs-head
Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission management, regulatory pathway analysis, global compliance coordination, and cross-functional team leadership. Use for regulatory strategy development, submission planning, regulatory risk assessment, and team coordination activities.
pysam
This skill wraps the pysam Python library for genomic data processing. It provides direct access to read/write SAM/BAM/CRAM alignment files, VCF/BCF variant files, and FASTA/FASTQ sequences. Includes examples for common bioinformatics tasks like extracting reads, calculating coverage, and merging VCF files.
skill-creator
Provides a structured guide for creating Claude Skills, including templates, validation scripts, and best practices for organizing scripts, references, and assets. Offers concrete examples and a step-by-step process from planning to packaging.