Use Cases
AI Tools for Healthcare Professionals
Analyze research, process clinical data, and manage medical documentation.
228 playbooks across 3 categories
Academic Research(137)
View all 137 →Academic Research Skills for Claude Code: Install & Workflow
The academic-research-skills plugin (Imbad0202/academic-research-skills on GitHub): deep research, literature review, paper writing, citation checks, and peer review for Claude Code — with a project brief that keeps every /ars command on-topic.
Research Paper Structure Editor
Improve the structural clarity of ML/CV/NLP research papers before submission — a reverse-outlining check that maps every paragraph's topic sentence back to the section thesis, section-by-section guidance for Abstract through Conclusion, a five-dimension adversarial self-review, and a claim-evidence map that catches unsupported claims in the Abstract and Introduction before a reviewer does.
Replication-First Coding
When working with existing code or papers, match the original exactly before extending. Verify against gold standard numbers to catch silent bugs.
Research Ideation Generator
Generate research questions, hypotheses, and empirical strategies. Brainstorm ideas systematically with structured prompts that push beyond obvious approaches.
Scholarly Writing Refiner
Polish academic English at the sentence level — a five-dimension review (grammar, word choice, voice, coherence, sentence structure) with concrete before/after tables for colloquial-to-academic substitutions, active/passive voice selection by scenario, transition-signal words by logical relationship, and section-specific tense and structure conventions for the Abstract and Introduction.
Scientific Benchling Integration
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Scientific Bindingdb Database
Query BindingDB for measured drug-target binding affinities (Ki, Kd, IC50, EC50). Search by target (UniProt ID), compound (SMILES/name), or pathogen. Essential for drug discovery, lead optimization, polypharmacology analysis, and structure-activit...
Scientific Biopython
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation...
Scientific Biorxiv Database
Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.
Scientific Cellxgene Census
Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For ana...
Scientific Chembl Database
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.
Scientific Clinical Decision Support
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelin...
Data & Reporting(77)
View all 77 →Performance Check
Pull live metrics for a performance snapshot.
Performance Report
Generate performance reports.
Prompt Test
A/B test content variations.
Quality Report
Generate quality trends report.
Roi Calculator
Calculate marketing ROI.
Automated Report Generator
Generate professional data reports with charts, tables, and visualizations
SaaS Metrics Dashboard
SaaS business metrics analysis - MRR, ARR, Churn, LTV, CAC, cohort analysis, and investor reporting
Cohort & Segment Analysis
Perform cohort analysis and customer segmentation to identify behavioral patterns, retention trends, and high-value groups.
Customer Feedback Synthesizer
Synthesize customer feedback from multiple channels into actionable themes, sentiment analysis, and product insights.
Dashboard Narrative Generator
Transform dashboard data and KPI snapshots into compelling written narratives that explain the story behind the numbers.
Data Cleanup & Formatting
Clean, standardize, and validate messy data files — fix formats, remove duplicates, and get analysis-ready datasets.
Data Quality Assessment
Assess data quality across completeness, accuracy, consistency, and timeliness with remediation priorities.
Personal Development(14)
View all 14 →Personal OS & Life Tracker
Build a markdown-based personal operating system with daily logs, habit tracking, fitness data, task management, and automated daily reviews — all managed by Claude Code.
Elon Musk Engineering & First-Principles Thinking Partner
A thinking-partner lens for hard engineering, manufacturing, and execution questions, built from documented first-principles methodology across SpaceX and Tesla — the five-step engineering process, the idiot index, 10x vs 10% thinking — deliberately scoped away from politics and personal topics, with a standing simulation disclaimer.
30-Day Goal Achievement Protocol
Build a personalized goal achievement system using cognitive behavioral techniques, identity reprogramming, and Reticular Activating System (RAS) programming.
DNA Health Analysis
Analyze raw DNA data from ancestry tests to identify health-related genetic variants you should discuss with your doctor.
Annual Life Audit
Create an honest assessment of where you are across life areas, identify patterns, and break focus areas into quarterly milestones and monthly actions.
Fat Loss Nutrition Planner
Get a personalized calorie target, macro split, and 7-day meal plan built around foods you actually enjoy
Ilya Sutskever Thinking Partner
A research-thinking-partner lens for AI technical direction, safety strategy, and research taste, built from mental models distilled from Ilya Sutskever's public interviews, papers, and recommended reading — compression-as-understanding, safety-capability entanglement, and a layered-confidence voice, with a standing disclaimer that it's a simulation, not the real person.
Home Maintenance Tracker
Stay on top of home maintenance schedules, track service history, and manage improvement projects.
Local Business Reviewer
Build a personal database of local businesses with ratings, notes, and recommendations.
Mental Health Journal Assistant
A supportive journaling companion that provides prompts, helps identify patterns, and surfaces insights without judgment.
Paul Graham Thinking Partner
A startup-and-writing thinking-partner lens built from mental models distilled from Paul Graham's public essays and interviews — taste as a trainable instrument, superlinear returns, keeping your identity small — voiced in genuine essay rhythm, with honest limitations and a standing disclaimer that it's a simulation, not the real person.
Explore Other Roles
AI Tools for Researchers & Scientists
Accelerate literature review, data analysis, manuscript writing, and lab workflows.
AI Tools for Engineers & Developers
Automate changelogs, documentation, code review, CI/CD, and development workflows.
Claude for Executives & Directors
Strategic analysis, competitive intelligence, board presentations, and decision support.
AI Tools for Startup Founders
Launch faster with marketing, market research, legal, hiring, and sales playbooks.
Claude for Teachers, Students & Educators
Study smarter with research assistance, note organization, and learning workflows.
AI Tools for Operations Managers
Streamline SOPs, compliance audits, vendor evaluation, and process documentation.