ds-project-manager

What problem does it solve?

Command center for DS projects — orchestrates the full CRISP-DM lifecycle and dispatches every specialist skill at the right moment. Use whenever the user wants to plan a DS project, define KPIs, scope a model, create a roadmap, decide what to do next, manage stakeholders, or translate a business problem into a DS approach. Trigger on: "plan this project", "what's my next step", "I have a new DS project", or any business problem needing DS translation. Also trigger when stuck mid-project, deciding between modeling approaches, or preparing to present results. Fires BEFORE specialized skills — this skill decides when to invoke brainstorming, strategy-advisor, decision-helper, ds-eda-process, ds-supervised-modeling, ds-unsupervised-learning, ds-nlp-cv-pipeline, ds-ml-pipeline, ds-feature-engineering, ds-data-engineering, ds-time-series, ds-causal-inference, ds-mlops-deployment, ds-model-explainability, python-expert, deep-research, visualization-expert, content-creator, editor, and pptx.

Core Features & Use Cases

• Orchestration map and phase coordination across CRISP-DM.
• Trigger-driven dispatch of specialist skills to framing, planning, and execution.
• Project charter generation, stakeholder alignment, and cross-team collaboration.
• Structured handoffs between problem framing, data understanding, preparation, modeling, evaluation, and deployment.

Quick Start

Plan a DS project charter and outline the orchestration plan for the CRISP-DM lifecycle.