ai-product-management

Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.

🤖 Resources for AI product managers.

Evidence-grounded market research prototype with traceable AI workflows.

The most expensive bug in AI-assisted building is shipping the wrong thing, well. A CLAUDE.md for PM + eng teams using Claude Code- 7 principles for problem framing, scope, tradeoffs, and outcome measurement. Built on @karpathy's observations.

A Safe AI learning space for product managers. 40+ local tools to turn FOMO into fluency. Learn by building prototypes, and solving real PM problems with AI

A curated guide to AI product management: frameworks, tools, skills, career paths, and resources for PMs building AI products.

Learn to evaluate AI products for production — 21 hands-on lessons on evals, metrics, fairness, agents, red teaming, and release decisions for working PMs.

AI product manager skills for Codex/Claude: brainstorming, product research, PRD workflows, requirements review, and planning handoff.

🧠 Automated AI Knowledge Base for Product Managers — 4-pillar system with self-evolving knowledge graph. Updates every 4h.

An autonomous AI Chief of Staff inside your IDE (Cursor/Claude). Gain the leverage to escape the feature factory, elevate your product sense, and focus on building the right thing with exceptional taste.

An AI agent that decides how I spend my hour. Composes a daily commute briefing from email, podcasts, AI videos, and gym classes — narrated by ElevenLabs, mixed with Lenny's actual podcast voice, delivered to my iPhone.

Turn RAG system evolution into solution packages you can review, port - and reject. Two independently adoptable design packages (knowledge compilation / governed improvement), 40 claims with evidence coordinates, contracts, governance gates, D0-D5 handoff. Docs only: no runtime code, no unverified benefit numbers.

Evidence-based skills for designing and improving AI product operating models

A self-running fleet of AI agents that teaches its owner to think like an AI product manager - and maintains itself daily with no babysitting. Built on Claude Code.

Idea on Trial｜创意受审：6 battle-tested Agent Skills for product pressure-testing, competitive research, vague requirements, PRD reviews, and skill audits.

A complete, verified guide to becoming an AI Product Manager and passing AI PM interviews: LLM and ML foundations, evals, RAG, agents, product craft, 7 industry domains, sourced case studies, a 160+ question interview bank, and career resources. Every fact sourced, no hallucinations.

Turn "does this AI feature work?" into a scorecard someone can argue with. Rubrics, failure taxonomies, gates and confidence intervals — rendered as self-contained HTML.

AI + LLM Evaluation · model-evaluation methodology from the Baidu 百度 ERNIE Mentor Program

Public profile README covering how I approach product, AI systems, and customer signal in production.

🤖 Build reasoning-driven systems with multi-agent orchestration, reliable context grounding, and accurate evaluations for AI product management.