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Product Management

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AI Architecture Path
AI Architecture Path
Jun 10, 2026 · Product Management

10 Must‑Have Claude Code Skills to Automate 80% of Product & Ops Work

The article breaks down ten high‑frequency Claude Code Skills—from PRD generation to OKR coaching—drawn from the open‑source libraries phuryn/pm‑skills and deanpeters/Product‑Manager‑Skills, explains their core value, provides step‑by‑step installation commands for Claude Code, Claude Cowork and CLI, and offers role‑based deployment and troubleshooting tips to shift product and operations leaders from repetitive execution to strategic decision‑making.

AI AutomationClaude CodeCompetitive Analysis
0 likes · 19 min read
10 Must‑Have Claude Code Skills to Automate 80% of Product & Ops Work
PMTalk Product Manager Community
PMTalk Product Manager Community
Jun 9, 2026 · Product Management

Why AI Product Managers Must Rapidly Refresh Their Knowledge to Avoid Invisible Lag

The article explains how AI product managers can silently fall behind when their assumptions about what technology can achieve become outdated, and argues that regularly monitoring major conferences, developer events, official documentation, and academic papers is essential to keep product roadmaps aligned with the rapidly shifting AI capability ceiling.

AIAI benchmarksKnowledge Refresh
0 likes · 13 min read
Why AI Product Managers Must Rapidly Refresh Their Knowledge to Avoid Invisible Lag
Old Zhang's AI Learning
Old Zhang's AI Learning
Jun 9, 2026 · Product Management

Open-Source AI Skills Marketplace for PMs: 68 Skills, 9 Plugins Cover the Full Lifecycle

PM Skills is an open‑source AI‑driven marketplace that encodes classic product‑management methodologies into 68 reusable Skills, bundles them into 9 Plugins, and adds new commands like /red-team-prd and an AI Shipping Kit to automate the entire product‑manager workflow from discovery to release, with concrete examples, installation guides, and a balanced look at strengths and limitations.

AIAutomationClaude
0 likes · 14 min read
Open-Source AI Skills Marketplace for PMs: 68 Skills, 9 Plugins Cover the Full Lifecycle
Code Mala Tang
Code Mala Tang
Jun 8, 2026 · Product Management

Why I Chose Obsidian for Long-Term Note‑Taking: Local‑First, Bidirectional Links, and the New v1.13.0

The article recounts a programmer's migration from Notion to Obsidian, detailing how local‑first storage, bidirectional linking, the Dataview plugin, and recent v1.13.0 updates make Obsidian a durable, scriptable knowledge base while also outlining its limitations for real‑time collaboration and rich‑text formatting.

Bidirectional linksDataviewMarkdown
0 likes · 14 min read
Why I Chose Obsidian for Long-Term Note‑Taking: Local‑First, Bidirectional Links, and the New v1.13.0
AI Product Manager Community
AI Product Manager Community
Jun 8, 2026 · Product Management

Why Users Pay $20/month for Perplexity: A PMF Breakdown of an AI Search Product

Perplexity charges $20 a month despite free alternatives, generating $2 billion in revenue with a 52‑person team, over 830 k paying users, and a product tier that prioritises citation‑backed, higher‑quality answers for high‑frequency knowledge workers, while navigating competitive pressures and strategic risks.

AI SearchCitation answersCompetitive Analysis
0 likes · 12 min read
Why Users Pay $20/month for Perplexity: A PMF Breakdown of an AI Search Product
PMTalk Product Manager Community
PMTalk Product Manager Community
Jun 7, 2026 · Product Management

Why AI Product Managers Must Rethink Their Core Logic in the Multi‑Agent Era

The article explains that multi‑agent architectures solve three structural bottlenecks of single‑agent AI—context length, mixed expertise, and latency—by narrowing each agent’s scope, and then guides AI product managers through four essential design decisions, from task decomposition to human‑in‑the‑loop handling, to determine when and how to adopt multi‑agents.

AI product managementTask OrchestrationWorkflow Design
0 likes · 16 min read
Why AI Product Managers Must Rethink Their Core Logic in the Multi‑Agent Era
Geek Labs
Geek Labs
Jun 4, 2026 · Product Management

Vicinae: Open‑Source C++ Desktop Launcher with Millisecond Response and Raycast Plugin Compatibility

Vicinae is an open‑source, C++‑native desktop command panel for macOS and Windows that launches in under a millisecond, offers built‑in functions like app search, clipboard history, file indexing, and supports React/TypeScript Raycast plugins, script commands, and dmenu mode, positioning itself as a fast, extensible alternative to Alfred, Raycast and uTools.

C++Open SourceRaycast plugins
0 likes · 6 min read
Vicinae: Open‑Source C++ Desktop Launcher with Millisecond Response and Raycast Plugin Compatibility
PMTalk Product Manager Community
PMTalk Product Manager Community
Jun 2, 2026 · Product Management

How AI Enables Product Managers to Build Prototypes Without Design Skills

The article explains why product managers struggle to create prototypes, shows how AI tools redefine "prototype" skills, provides a four‑step workflow for zero‑design users, compares four AI prototyping solutions, and answers common questions about usability, code export and designer collaboration.

AI prototypingDesign ToolsProduct Management
0 likes · 11 min read
How AI Enables Product Managers to Build Prototypes Without Design Skills
PMTalk Product Manager Community
PMTalk Product Manager Community
Jun 2, 2026 · Product Management

AI Product Manager: Knowledge System and Outline

The article outlines the emerging role of AI product managers, explains why a formal knowledge system is still missing, compares their core competencies with traditional internet product managers, and provides a step‑by‑step learning roadmap and battlefield analysis for aspiring AI PMs.

AIAI product managerProduct Management
0 likes · 9 min read
AI Product Manager: Knowledge System and Outline
CodeNotes
CodeNotes
Jun 1, 2026 · Product Management

How Programmers Can Effectively Communicate with Product Managers: A Core Career Skill

Misunderstandings between developers and product managers often stem from talking past each other, but by clarifying goals, using business language for technical complexity, estimating with concrete breakdowns, assessing change impact promptly, and reviewing issues together, teams can turn collaboration into a strategic advantage.

communicationproduct managerrequirement analysis
0 likes · 6 min read
How Programmers Can Effectively Communicate with Product Managers: A Core Career Skill
PMTalk Product Manager Community
PMTalk Product Manager Community
May 31, 2026 · Product Management

3 High‑Paying Skills Every AI Product Manager Needs

In the booming AI era, top‑earning AI product managers distinguish themselves by mastering three core capabilities—working backwards from the end goal, moving fast with agile MVPs and benchmarking, and patiently untangling complex, probabilistic systems—each illustrated with real‑world product scenarios.

AI product managementagile MVPdata annotation
0 likes · 10 min read
3 High‑Paying Skills Every AI Product Manager Needs
PMTalk Product Manager Community
PMTalk Product Manager Community
May 31, 2026 · Product Management

Reverse‑Engineering AI Products: Why Features Aren’t Enough

The article proposes a six‑layer reverse‑engineering framework for AI products, urging analysts to move beyond surface‑level feature lists and examine market trends, user scenarios, product experience, business model, technical architecture, model strategy, and infrastructure to determine long‑term viability.

AI product analysisMarket TrendsProduct strategy
0 likes · 14 min read
Reverse‑Engineering AI Products: Why Features Aren’t Enough
PMTalk Product Manager Community
PMTalk Product Manager Community
May 30, 2026 · Product Management

5 Skills to Double an AI Product Manager’s Efficiency

The article explains why AI product managers must focus on turning AI into problem‑solving products rather than reciting jargon, outlines three development stages—from basic language understanding to retrieval‑augmented generation and autonomous agents—and shares a real‑world customer‑support case that achieved over 80% automation and a 45% boost in efficiency.

AI agentsAI product managementRAG
0 likes · 8 min read
5 Skills to Double an AI Product Manager’s Efficiency
Yunqi AI+
Yunqi AI+
May 30, 2026 · Product Management

From Business Pain Points to AI Skills: How Product Managers Can Clearly Break Down Tasks

The article explains how AI product managers should first dissect business pain points into clearly defined, high‑frequency tasks, evaluate their suitability as AI Skills, and use the TCRT framework to design, scope, and validate these Skills before building reliable, feedback‑driven AI solutions.

AI product managementAI workflowCustomer service AI
0 likes · 20 min read
From Business Pain Points to AI Skills: How Product Managers Can Clearly Break Down Tasks
Model Perspective
Model Perspective
May 27, 2026 · Product Management

Decoding “All Good” Signals: Principal‑Agent Theory & Bayesian Inference

The article explains how everyday workplace interactions can be modeled with principal‑agent theory and Bayesian updating, showing how to infer a manager’s hidden intentions from explicit and implicit signals, illustrated by a product‑manager case study and practical guidelines for building priors, handling noise, and avoiding bias.

Bayesian Inferencedecision makingmanager intent
0 likes · 10 min read
Decoding “All Good” Signals: Principal‑Agent Theory & Bayesian Inference
Old Zhang's AI Learning
Old Zhang's AI Learning
May 25, 2026 · Product Management

Boost Feishu CLI with Claude Code: Create Diagrams and PPTs in One Command

The article shows how the open‑source Feishu CLI, now integrated with Claude Code, lets users generate editable whiteboard diagrams, mind maps, cheat‑sheets, UI mockups and PPT slides directly inside Feishu documents using simple commands, streamlining documentation and collaboration for product managers, architects and developers.

AI AgentClaude CodeFeishu CLI
0 likes · 9 min read
Boost Feishu CLI with Claude Code: Create Diagrams and PPTs in One Command
AI Architecture Hub
AI Architecture Hub
May 17, 2026 · Product Management

Anthropic Founder’s Playbook: Building an AI‑Native Startup

The playbook breaks the startup journey into four stages—idea, MVP, launch, and scale—detailing what to do, common pitfalls, and how Anthropic’s Claude (Chat, Cowork, Code) can be applied at each stage to compress cycles, improve decision‑making, and turn founders into AI‑augmented product leaders.

AIAutomationClaude
0 likes · 41 min read
Anthropic Founder’s Playbook: Building an AI‑Native Startup