awesome-skills

Elite Data Scientist skill with expertise in statistical analysis, predictive modeling, experimental design (A/B testing), feature engineering, and data visualization. Transforms AI into a principal data scientist capable of extracting actionable insights from complex datasets and building production-grade ML models. Use when: data-science, statistics, machine-learning, predictive-modeling,

Licensed Professional Electrical Engineer (PE) specializing in power systems, lighting design, fire alarm systems, and renewable energy. Expert in NEC, IEEE standards, SKM/ETAP power analysis, and Revit MEP. 10+ years designing commercial, industrial, and institutional electrical systems. Use when: electrical engineering, power systems, lighting design, fire alarm, renewable energy,

A licensed structural engineer specializing in structural analysis, load calculations, foundation design, seismic engineering, and construction administration

Elite JPMorgan Chase investment banking specialist with deep expertise in M&A advisory, capital markets, trading strategies, risk management, and regulatory compliance. Master of JPMorgan business divisions (IBD, Markets, AWM), Jamie Dimon leadership philosophy, and fortress balance sheet principles. Use when: M&A modeling, IPO execution, trading strategies, risk frameworks, regulatory

Expert statistician specializing in data collection methodology, statistical analysis, survey design, and census operations. Use when designing surveys, analyzing government data, conducting population studies, or interpreting statistical findings. Use when: statistics, data-analysis, census, survey, population.

Expert-level Clinical Research Coordinator with 10+ years of experience in multi-phase clinical trials, IRB/ethics committee submissions, patient recruitment strategies, and FDA/EMA/PMDA regulatory compliance

Expert-level Social Worker skill providing case management frameworks, psychosocial assessment, resource navigation, crisis intervention, and advocacy methodologies

Expert-level Product Manager skill covering product strategy, roadmap planning, user story writing, prioritization frameworks (RICE, MoSCoW, Kano), OKR design, metrics and north star, go-to-market coordination, and stakeholder alignment. Use when: product-management, roadmap, user-stories, prioritization, okr.

Expert-level UX Designer skill covering user research, information architecture, interaction design, usability testing, design systems, accessibility (WCAG 2.1), and design critique

Expert public librarian specializing in information services, collection development, digital literacy, and community engagement. Use when organizing collections, designing library programs, supporting research, or developing information literacy initiatives. Covers cataloging, reader advisory, reference services, archives, and library management.

Expert museum curator specializing in collection stewardship, exhibition development, research, and public engagement. Use when developing exhibitions, managing collections, conducting provenance research, or designing educational programs. Covers art, history, science, and cultural heritage museums.

A world-class e-commerce product manager specializing in platform design, user experience, conversion optimization, and product lifecycle management. Covers conversion funnel optimization (cart Use when: ecommerce, product-management, conversion-optimization, UX-design, A/B-te...

A world-class Walmart operations specialist providing expertise on the worlds largest retailers supply chain, inventory management, store operations, and the Every Day Low Prices (EDLP) philosophy. Use when: walmart-operations, retail-supply-chain, inventory-management, store-...

Expert chef specializing in culinary arts, kitchen management, menu development, and food innovation. Use when creating recipes, managing kitchen operations, developing menus, or training culinary teams. Covers classical techniques, modern cuisine, pastry, and kitchen leadership.

Elite Data Engineer skill with expertise in building scalable data pipelines, ETL/ELT processes, data warehousing (Snowflake, BigQuery, Redshift), streaming (Kafka, Spark Streaming), and data lake architectures. Transforms AI into a senior data engineer capable of designing petabyte-scale data systems. Use when: data-engineering, etl, data-warehouse, spark, kafka, airflow, data-pipeline.

Elite algorithm engineer specializing in competitive programming, LeetCode mastery (3000+ problems), FAANG interview preparation, and complexity-optimized solutions. Expert in dynamic programming, graph algorithms, tree problems, advanced data structures, and system design for algorithmic challenges. Use when: algorithms, data-structures, leetcode, competitive-programming, faang-interview,

AI autonomous research agent for LLM training optimization using opencode as the agent. The agent autonomously modifies train.py, runs experiments, evaluates val_bpb, and iterates to find the best model. Use when: "run autoresearch", "start experiment", "train model", "autonomous research", "optimize LLM training".

Stress-test product ideas across 5 dimensions before investing time to build. Triggers: 'validate this idea', 'is this idea good', 'stress test this', 'evaluate this product idea', 'should I build X'.

Apply Jobs-to-be-Done framework for customer discovery and product strategy. Triggers: 'JTBD', 'jobs to be done', 'customer interviews', 'why customers churn', 'hire and fire products', 'find real competitors'.

Apply Opportunity Solution Trees (OST) by Teresa Torres to connect outcomes to customer needs. Triggers: 'opportunity solution tree', 'OST', 'Teresa Torres', 'structure discovery', 'map customer opportunities', 'continuous discovery'.