token-optimization

Read and reduce source material such as PowerPoint decks and CSV files before reusing it in prompts, labs, or workshop content. Use this when asked to ingest, summarize, or extract content from `.pptx` or `.csv` files.

Create workshop-ready labs, slide outlines, speaker notes, and facilitator content about token optimization, Copilot customization, MCP hygiene, model choice, usage visibility, and evals. Use this when asked to build or revise teaching material.

USE FOR: Evaluating prompts, instructions, agents, and context choices for token-efficient software engineering workflows. DO NOT USE FOR: Replacing security review, exposing secrets, or analyzing customer data without permission.