Practical AI PM guide — an 8-part curriculum for redesigning PM workflows with Claude Code
This repository also configures its own agents. See what AI_PM tells them →
Skill Claude CodeCodex
A tool that compares three to five competitors using the same criteria and creates a comparison table and battlecard. A battlecard is a short reference for explaining how a product differs from competitors.
Skill Claude CodeCodex
A tool that combines interview transcripts, survey responses, and product-usage logs into an insights table for PM decisions. Low-frequency findings are labelled as weak signals instead of being treated as confirmed insights.
Skill Claude CodeCodex
A tool that reads A/B test results from CSV files or tables and writes a report section for a PM. An A/B test compares two versions, while guardrails are safety or quality limits that results must not break.
Skill Claude CodeCodex
A method for turning interviews and feature requests into job statements: what situation a person is in, what they want to do, and what result they expect. A job is the task someone is trying to accomplish, not the feature they ask for.
Skill Claude CodeCodex
A builder for KPI definition cards. A KPI, or key performance indicator, is a measurement used to track a goal; each card records its name, formula, data source, response threshold, owner, and counterexamples.
Skill Claude CodeCodex
A planning tree that starts with a desired outcome and connects user needs to possible solutions and tests. An opportunity means a user need or pain, not a proposed solution.
Skill Claude CodeCodex
A guided tool for creating a product requirements document, or PRD—the written plan for what a product or feature should do. It uses Socratic questions to challenge assumptions and presents multiple options.
Skill Claude CodeCodex
A product-planning method that starts by writing the launch press release and frequently asked questions before building the product. The documents describe customer value and answer difficult questions in plain language.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: