Claude Code for product managers: research, writing, context libraries, custom to-do system, and more | Teresa Torres
How I AI
Jan 19
Claude Code for product managers: research, writing, context libraries, custom to-do system, and more | Teresa Torres
Claude Code for product managers: research, writing, context libraries, custom to-do system, and more | Teresa Torres

How I AI
Jan 19
In this episode, Teresa Torres shares how she’s transformed her productivity by moving beyond conventional tools to build a customized, AI-powered workflow using Claude Code. Rather than relying on off-the-shelf apps, she demonstrates how non-technical users can harness AI in creative ways to design systems that align with their unique cognitive and professional patterns.
Teresa transitioned from Trello to a markdown-based task management system powered by Claude Code and Obsidian, enabling faster, searchable, and customizable workflows. She uses slash commands in VS Code to retrieve daily tasks, maintaining constant access without browser reliance. By integrating a research plugin, she automates daily digests of academic papers from arXiv and Google Scholar, saving summaries in markdown and organizing PDFs by topic—allowing quick evaluation based on rigor and effect size. To enhance AI performance, she structures knowledge using small, focused context files instead of large documents, improving retrieval accuracy. She treats Claude as a writing partner—using it for research, refinement, and style checks—while preserving her authentic voice. Her approach emphasizes intentionality: leveraging automation for efficiency, minimizing friction with smart tool integration, and avoiding overloading the AI with irrelevant context. These practices enable her to maintain control, scalability, and personalization in both productivity and content creation.
03:04
03:04
Claude in the terminal of VS Code was a game-changer for Teresa's workflow.
06:41
06:41
Built a /today slash command that automatically checks Trello each morning and generates a daily task file in Obsidian.
07:52
07:52
The 'today' slash command uses a Python script to surface immediate tasks.
14:13
14:13
Claude can find information even when the user remembers the words wrong or can't locate it
18:23
18:23
Found a critical flaw in a published survey while reviewing through daily digest system.
22:25
22:25
Claude Code can generate a detailed competitive analysis for beginners learning terminal workflows.
27:23
27:23
Claude did most of the work in writing thanks to a detailed, co-created style guide.
31:42
31:42
Too much irrelevant context can hinder LLM performance.
32:58
32:58
Claude helps research facts, strengthen hooks, review sections by style guide, and fix typos—while Teresa does the actual writing
41:15
41:15
Teresa uses Claude Code and context files to avoid relying on conversation history