MLOps

startup-financial-modeling

luisschmitzheadline

This skill should be used when the user asks to "create financial

financial-model-architect

luisschmitzheadline

Build comprehensive 3-5 year financial models projecting revenue, expenses, headcount, cash flow, and runway. Model unit economics, scenario planning, and path to profitability. Generate investor-ready HTML reports with detailed projections and charts.

pricing-strategy-architect

luisschmitzheadline

Value-based pricing framework with Van Westendorp PSM analysis. Designs tier structure, packaging strategy, and unit economics. Produces comprehensive pricing strategy with Good-Better-Best model, competitive positioning, and implementation roadmap.

ml-engineer

k1lgor

Use this for building machine learning models, feature engineering, training pipelines, and integrating predictions into applications.

Business Model Frameworks

ThepExcel

gcse-pe-tutor

markpitt

GCSE Physical Education tutor and revision assistant for 15–16 year old students preparing for 2026 exams across AQA, Edexcel, OCR, and WJEC boards. Use when a student asks for help understanding PE topics, answering exam questions, revising anatomy and physiology, practising fitness tests, applying sports psychology, or wants guidance on exam technique for GCSE Physical Education.

fine-tuning-data-generator

markpitt

Generates comprehensive synthetic fine-tuning datasets in ChatML format (JSONL) for use with Unsloth, Axolotl, and similar training frameworks. Gathers requirements, creates datasets with diverse examples, validates quality, and provides framework integration guidance.

AI Safety Auditor

jmsktm

Audit AI systems for safety, bias, and responsible deployment

Computer Vision Helper

jmsktm

Assist with image analysis, object detection, and visual AI tasks

Business Plan Writer

jmsktm

Create comprehensive business plans, financial projections, and strategic documents for funding or planning

litellm

BbgnsurfTech

When calling LLM APIs from Python code. When connecting to llamafile or local LLM servers. When switching between OpenAI/Anthropic/local providers. When implementing retry/fallback logic for LLM calls. When code imports litellm or uses completion() patterns.

excel-lbo-modeler

Jst-Well-Dan

Build leveraged buyout (LBO) models in Excel with debt schedules and IRR analysis. Use when structuring LBO transactions or analyzing PE returns. Trigger with phrases like 'excel lbo', 'build lbo model', 'calculate pe returns'.

ai-engineer

ngxtm

"Build production-ready LLM applications, advanced RAG systems, and"

3d-web-experience

ngxtm

"Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."

excel-dcf-modeler

Jst-Well-Dan

Build discounted cash flow (DCF) valuation models in Excel. Use when creating DCF models, calculating enterprise value, or valuing companies. Trigger with phrases like 'excel dcf', 'build dcf model', 'calculate enterprise value'.

pict-test-designer

Jst-Well-Dan

Design comprehensive test cases using PICT (Pairwise Independent Combinatorial Testing) for any piece of requirements or code. Analyzes inputs, generates PICT models with parameters, values, and constraints for valid scenarios using pairwise testing. Outputs the PICT model, markdown table of test cases, and expected results.

frontend-design

b1rdmania

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

grepai-embeddings-ollama

yoanbernabeu

Configure Ollama as embedding provider for GrepAI. Use this skill for local, private embedding generation.

depresearch

Quintui

CLI tool for AI-powered research of open-source repositories. Use when you need to understand how a feature works in an external codebase without cloning it yourself.

product-delivery

yannickYamo

Ship, measure, and learn effectively. Use when planning staged rollouts, setting up metrics hierarchies, running bet retrospectives, or executing GTM launches. Part of the Modern Product Operating Model collection.

product-leadership

yannickYamo

Operate as a Director or CPO leading product organizations. Use when managing product portfolios, aligning with executives, communicating to boards, designing team structures, or establishing operating rhythms. Part of the Modern Product Operating Model collection.

dlt-dagster

untitled-data-company

Runs dlt pipelines in Dagster as software-defined assets (Component or Pythonic @dlt_assets) or as a single standard Dagster asset. Use when orchestrating dlt with Dagster; scaffolding loads.py/defs.yaml; jobs/schedules; secrets/env; incremental/backfill via apply_hints; parallelization (one asset per resource); Dagster Cloud deployment; or external compute (ECS, Fargate — refer to dagster-integrations). Triggers: dagster-dlt, dlt on Dagster, deploy dlt with Dagster, standard Dagster asset, external compute.

Art

b1rdmania

AI image generation tool. Use when you need to generate reference images, illustrations, or visual content from text prompts.

product-operating-model

yannickYamo

Index of the Modern Product Operating Model — a collection of composable product skills. Use when user wants an overview of all product skills, doesn't know which specific skill they need, or wants to understand how the product systems connect.