<h1>The "Claude Code" PRD Workflow: A Secret Weapon for Technical PMs</h1>
<h2>TL;DR</h2>
<ul>
<li>Hybrid Efficiency: Use targeted API scripts for "bulk" data transport (precision + token savings) and Claude Code/MCP for reasoning and refinement.</li>
<li>Offline-First: Break free from slow, distracting web editors. This workflow allows you to stay focused in your preferred IDE (Cursor, VS Code) or AI environment (Claude Code, Antigravity) while drafting in Markdown.</li>
<li>Safety First: Always use sandbox environments and "Review Diffs" mindsets to avoid catastrophic bulk overwrites.</li>
</ul>
<hr>
As a Technical Product Manager, your job sits at the intersection of high-level strategy and deep technical implementation. The tools of the trade—often a mix of Jira, Confluence, and Slack—can feel disconnected from the actual engineering reality. It's time to borrow a page from the developer's handbook: Treat your requirements like code.
Enter the Claude Code PRD Workflow.
<h2>The Problem: The Browser &#x26; Context Bottleneck</h2>
Drafting a PRD usually involves:
<ol>
<li>Opening Confluence and wrestling with its WYSIWYG editor.</li>
<li>Juggling 15+ tabs of technical documentation and Jira tickets.</li>
<li>Manually summarizing technical constraints from Slack or GitHub.</li>
</ol>
This process is not only slow but also prevents you from getting the most value out of an LLM. Simply dumping raw, unstructured data into an AI leads to token waste and lower-quality outputs.
<h2>The Solution: The "Hybrid" Pull/Push Workflow</h2>
The most efficient version of this workflow doesn't rely only on AI agents for data transport. Instead, it uses a Hybrid approach:
<ol>
<li>API Scripts: For precise "Pulling" and "Pushing" of raw data (saves tokens, ensures formatting).</li>
<li>Claude Code + MCP: For intelligent reasoning, cross-referencing, and drafting.</li>
</ol>
<h3>Step 1: "Pull" Your Context (Precision over Agents)</h3>
While you can ask an AI agent to "Find and fetch the docs," it's often more efficient to use a simple script targeting the <a href="https://developer.atlassian.com/cloud/jira/platform/rest/v3/intro/" rel="nofollow noopener noreferrer" target="_blank">Jira REST API</a>.
The Hybrid Move: Use a script to handle complex filtering conditions and precisely control the fetch scope. This is where API scripts shine—mapping specific Jira issue types, recursive child page fetching, or filtering by custom fields that might confuse an agentic search.
<pre><code class="language-bash"># Example: Precision pull with complex flags
python scripts/fetch_jira.py --jql "project = 'AUTH' AND status = 'In Progress' AND labels in ('v2-refactor')" --depth 2 --output target_scope.md
</code></pre>
By handling the "transport" via API, you provide Claude with a clean, pre-filtered context. This ensures accuracy when the scope is non-trivial and saves thousands of tokens that an agent might waste trying to "navigate" or "guess" the correct set of files.
<h3>Step 2: Intelligent Cross-Referencing &#x26; Drafting</h3>
This is where the magic happens. You're not just editing text; you're developing requirements with an intelligent partner that has "eyes" across your entire stack.
The Multi-Source Context: Use Claude Code + MCP to cross-reference data pulled from Jira and Confluence.
<ul>
<li>Prompt: "Claude, analyze the <code>user-stories</code> I just pulled from Jira and cross-reference them with the <code>architecture-spec</code> on Confluence. Identify any technical gaps in our proposed API auth flow."</li>
</ul>
Advanced Technique: "Portable RAG" with NotebookLM
When your technical documentation grows into the hundreds of pages, even the largest context window can struggle.
<ul>
<li>The Strategy: Use <a href="https://notebooklm.google.com/" rel="nofollow noopener noreferrer" target="_blank">NotebookLM</a> as your external Brain. Index massive PDF specs, legacy confluence exports, and Slack transcripts.</li>
<li>The Bridge: Use tools like the <a href="https://github.com/PleasePrompto/notebooklm-skill" rel="nofollow noopener noreferrer" target="_blank">NotebookLM Claude Skill</a> to query your indexed knowledge base directly from your CLI. This allows you to "Chat with your Documentation" and pull precise snippets into your PRD draft without manual searching.</li>
</ul>
<h3>Step 3: "Push" Updates (The Safety Protocol)</h3>
<blockquote>
⚠️ Safety First: Updating production Confluence or Jira via automated tools carries the risk of bulk overwrites. If your script or agent fails to parse a block correctly, you could accidentally wipe out months of collaborative history.
⚠️ 安全至上：使用自動化工具更新生產環境的 Confluence 或 Jira 具有極高的風險。如果解析出現故障，可能會意外抹除數月來的協作歷史。
</blockquote>
Standard Safety Operating Procedure (SOP):
<ol>
<li>Sandbox First: Always run your "Push" scripts against a trial Jira project or an orphaned Confluence space first.</li>
<li>Review Diffs: Treat documentation updates like Code Reviews. Use a tool to see exactly what changed between your local <code>requirements_v2.md</code> and the cloud version before committing the push.</li>
<li>Draft Mode: When possible, push as a "Draft" or "Comment" rather than overwriting the main page content.</li>
</ol>
<h2>Common Pitfalls &#x26; How to Avoid Them</h2>
<ul>
<li>ADF Formatting: Confluence uses Atlassian Document Format (ADF). Converting Markdown -> ADF can be messy. Use robust libraries like <code>atlassian-python-api</code> to handle the heavy lifting.</li>
<li>Context Window: For massive PRDs (50+ pages), don't dump it all into one prompt. Use RAG or index specific sections using <a href="https://modelcontextprotocol.io/" rel="nofollow noopener noreferrer" target="_blank">Anthropic's MCP</a>.</li>
<li>Permissions: Ensure your API tokens have "Least Privilege"—only grant write access to the specific projects or spaces you are managing.</li>
</ul>
<h2>Authoritative Resources</h2>
<ul>
<li><a href="https://academy.anthropic.com/" rel="nofollow noopener noreferrer" target="_blank">Anthropic Academy</a>: Best practices for engineering with Claude.</li>
<li><a href="https://support.atlassian.com/rovo/docs/set-up-the-rovo-mcp-server/" rel="nofollow noopener noreferrer" target="_blank">Atlassian Rovo MCP Server</a>: The official bridge between Claude and your Atlassian data.</li>
<li><a href="https://developer.atlassian.com/cloud/jira/platform/rest/v3/intro/" rel="nofollow noopener noreferrer" target="_blank">Jira Cloud API Reference</a>: Documentation for building custom precision scripts.</li>
<li><a href="https://modelcontextprotocol.io" rel="nofollow noopener noreferrer" target="_blank">Model Context Protocol</a>: The open standard for AI data integration.</li>
</ul>
By bridging the gap between product requirements and the tools developers actually use, you don't just write better PRDs—you build better products.

A professional guide for Technical PMs on using Claude Code, Custom API Scripts, and MCP to streamline the PRD process. Learn to sync with Jira/Confluence efficiently and safely.

Anthropic Academy - Claude Engineering

Model Context Protocol (MCP) Official Site

Jira Cloud Platform API Reference

The PRD Revolution: A High-Efficiency Offline-First Git-like Workflow

<blockquote>
🛑 注意：舊版內容提示
本指南針對 PMP 考試的 2021 版本。自 2026 年 7 月 9 日起，PMP 考試已更新以符合 PMBOK 第八版。
🚀 <a href="/posts/pmp-exam-update-2026-pmbok8">點此查看最新 2026 PMP 考試指南</a>
</blockquote>
Anyone interested in obtaining the PMP certification should be aware that the exam was majorly updated in 2021 and again in 2026. This article provides the historical context and foundational knowledge for the 2021 revision. For the most current requirements, see our latest guide.
<h2>What is PMP?</h2>
This article will not elaborate on what PMP is. If you’re interested, please refer directly to the PMI official <a href="https://www.pmi.org/certifications/project-management-pmp" rel="nofollow noopener noreferrer" target="_blank">Introduction</a>.
<h2>How to apply for the PMP exam?</h2>
For any information related to PMP registration, always refer to the <a href="https://www.pmi.org/" rel="nofollow noopener noreferrer" target="_blank">PMI official website</a> to ensure the information is up-to-date and accurate. You can refer to PMI’s <a href="https://www.pmi.org/certifications/project-management-pmp/earn-the-pmp/how-to-apply" rel="nofollow noopener noreferrer" target="_blank">how-to guide</a> for more details.
Here is a simplified summary of what you will need:
<ol>
<li>Confirm eligibility for the exam.</li>
<li>Register an account on the PMI website.</li>
<li>Start the application process.</li>
</ol>
<h3>Step 1: Confirm Eligibility</h3>
You must meet one of the following sets of criteria:
First set:
<ol>
<li>A four-year bachelor’s degree.</li>
<li>36 months of leading project experience.</li>
<li>35 hours of project management education.</li>
</ol>
Second set:
<ol>
<li>A high school diploma or an associate degree.</li>
<li>60 months of leading project experience.</li>
<li>35 hours of project management education.</li>
</ol>
<h3>Step 2: Register an Account on pmi.org and Start the Application Process</h3>
Filling out forms can be tedious, but I encourage all candidates to independently follow the website instructions to apply. After all, as a professional project manager, this should be a basic skill, right?
One thing worth mentioning is that you will need to document your project experience when applying for the exam. You can refer to PMI’s <a href="https://www.pmi.org/-/media/pmi/documents/public/pdf/certifications/your-pmp-application-checklist.pdf?v=598ade6b-8bd6-4ef5-a7d6-1d363a2b93d0" rel="nofollow noopener noreferrer" target="_blank">Your PMP Application Checklist</a> as a basis for preparing your materials.
If you are determined to obtain the PMP certification, it is recommended to join as a paying member after registering your account. The membership fee is US$129/year with a one-time application fee of US$10. The main benefit is that the exam fee for members is US$405, compared to US$555 for non-members, so joining as a member is actually more economical. Additionally, most importantly, members can download the PMBOK® Guide PDF for free.
<h2>What Changes Were Made to the PMP Exam Starting in 2021 and Why?</h2>
The role of project managers, as well as project management methods and thinking, are continuously evolving over time.
PMI continuously observes and analyzes the work content and methods of project managers and reviews whether the exam knowledge content is outdated and needs updating. For example, the old version focused only on the predictive waterfall model, but the new version emphasizes agile management more, reflecting this in the updated exam.
The old exam content was limited to the project lifecycle, emphasizing five processes, ten knowledge areas, and various sub-processes. The new exam content focuses on the following three domains:
<ol>
<li>People (42%): Emphasizes leadership soft skills to adapt to today’s fast-changing environment and embrace change!</li>
<li>Process (50%): Emphasizes the techniques of managing projects.</li>
<li>Business Environment (8%): Emphasizes the link between the project and organizational strategy.</li>
</ol>
This change is welcomed. Facing the dynamic changing environment, the new focus on these domains indeed reflects the current situation better. We can expect more scenario-based questions related to these three domains in the new exam, with more concepts related to agile or hybrid approaches. According to the official statement, half of the questions will be in a predictive manner, while the other half will be agile/hybrid.
<h2>PMBOK 6 vs. PMBOK 7</h2>
The official PMBOK 7 has been published. What should you do if you prepared using PMBOK 6?
The answer is, nothing needs to be done.
So far, the official exam reference list still uses the sixth edition. PMBOK has always been just one of the references. You can rest assured to follow the preparation methods below.
The main differences between PMBOK 6 and 7 are:
<ol>
<li>Inclusion of Systems Thinking to enhance the holistic view of project management.</li>
<li>Emphasis on value delivery over outcomes.</li>
<li>The sixth edition emphasizes ten knowledge areas (Integration, Scope, Schedule, Cost, Quality, Resource, Communications, Risk, Procurement, Stakeholder), while the seventh edition emphasizes eight project performance domains (Team, Stakeholders, Life cycle, Planning, Uncertainty and ambiguity, Delivery, Performance, Project work).</li>
</ol>
<h2>Preparation Methods</h2>
How should you prepare for the new exam?
For new candidates, the preparation methods are not significantly different. Attend the necessary courses and thoroughly read the materials. These materials will be updated according to the latest PMI rules. Here are the recommended preparation methods:
<h3>Preparation Materials</h3>
<ol>
<li>
<a href="https://www.pmi.org/-/media/pmi/documents/public/pdf/certifications/pmp-examination-content-outline.pdf?v=ef41743a-9156-4137-a9a6-fd31e19a9668" rel="nofollow noopener noreferrer" target="_blank">PMP Examination Content Outline</a>: The official exam outline provided by PMP, which details the exam content.
</li>
<li>
PMI Official PMBOK 6 + 7 + APG (Agile Practice Guide): PMI members can download the PDF files for free.
</li>
<li>
<a href="https://www.udemy.com/course/pmp-pmbok6-35-pdus/" rel="sponsored noopener noreferrer" target="_blank">PMP Exam Prep Seminar-2021 Exam Content with 35 PDUs</a>: Joseph Phillips’ course on Udemy. By completing the course, assignments, and tests, you can earn 35 PDUs, which meet the basic training requirements for applying for the PMP exam. The instructor continuously updates the latest PMP-related content, so there’s no need to worry about outdated information. After reviewing the course, it is clear and easy to understand, even for those without a strong professional background. However, experienced project managers might find it somewhat less engaging. It is recommended to quickly go through the course to gain PDUs and get an overview of the knowledge framework.
</li>
<li>
<a href="https://www.udemy.com/course/pmp-exam-cram-session-pmbok6/" rel="sponsored noopener noreferrer" target="_blank">PMP Exam Cram Session-Updated for the current PMP Exam</a>: Another course by Joseph on Udemy, similar to a cram session, includes 135 practice questions.
</li>
<li>
<a href="https://www.udemy.com/course/pmp-exam-situational-question-practice-test-200-q-pmbok6/" rel="sponsored noopener noreferrer" target="_blank">PMP Exam-PMI New Format 2024 Mock Simulator (PMBOK7 Updated)</a>: Simulation questions for PMBOK 7, providing more practice questions on AGILE/HYBRID/PREDICTIVE aspects.
</li>
</ol>
<h3>Preparation method</h3>
<ol>
<li>
First, go through the <a href="https://www.pmi.org/-/media/pmi/documents/public/pdf/certifications/pmp-examination-content-outline.pdf?v=ef41743a-9156-4137-a9a6-fd31e19a9668" rel="nofollow noopener noreferrer" target="_blank">PMP Examination Content Outline</a> to understand the exam outline and scope. If you have some project management experience, you should feel relieved after reading it, realizing that these questions won’t be too challenging for you.
</li>
<li>
Complete the <a href="https://www.udemy.com/course/pmp-pmbok6-35-pdus/" rel="sponsored noopener noreferrer" target="_blank">PMP Exam Prep Seminar - Complete Exam Coverage with 35 PDUs</a> course to learn the entire knowledge framework and earn enough PDUs to apply for the exam. It is also recommended to skim through the PMBOK. For experienced project managers, this content will be a breeze, but you still need to familiarize yourself with the system’s terminology. Adjust the course speed to 1.5x to finish it faster. Depending on individual circumstances, this course can typically be completed within 1-2 months.
</li>
<li>
Quickly review the official materials again. After completing the course, your grasp of the knowledge system should be strong. There’s no need to go into too much detail. Refer back to the materials as needed when practicing questions.
</li>
<li>
Start practicing simulation questions. There are many free test resources available online. Below are some listed resources. When practicing, don’t focus too much on whether each answer is correct. The key is to have a clear understanding of the questions. If there are unclear parts, refer back to the PMBOK or discuss in related <a href="https://www.facebook.com/groups/839989579444112" rel="nofollow noopener noreferrer" target="_blank">Facebook</a> or <a href="https://www.linkedin.com/search/results/groups/?keywords=PMP" rel="nofollow noopener noreferrer" target="_blank">Linkedin</a> groups. Communities are usually willing to help. As for how many questions you need to practice, the ones listed in this article’s learning resources are sufficient. Additional practice is mainly to boost confidence and reduce anxiety.
</li>
<li>
Before the exam, do a final review with the <a href="https://www.udemy.com/course/pmp-exam-cram-session-pmbok6/" rel="sponsored noopener noreferrer" target="_blank">PMP Exam Cram Session - Updated for the current PMP Exam</a> and practice with the <a href="https://www.udemy.com/course/pmp-exam-situational-question-practice-test-200-q-pmbok6/" rel="sponsored noopener noreferrer" target="_blank">PMP Exam-PMI New Format 2024 Mock Simulator (PMBOK7 Updated)</a>. This preparation will ensure you can take the exam confidently.
</li>
</ol>
<h3>Free simulation test resources</h3>
<ol>
<li>
<a href="https://www.pmppracticeexam.org/" rel="nofollow noopener noreferrer" target="_blank">pmppracticeexam.org</a>
</li>
<li>
<a href="https://www.edwel.com/Free-Resources/PMP-Certification-Practice-Exam.aspx" rel="nofollow noopener noreferrer" target="_blank">Edwel Programs</a>
</li>
<li>
<a href="https://free.pm-exam-simulator.com/" rel="nofollow noopener noreferrer" target="_blank">PM Exam Simulator</a>
</li>
</ol>

一個月內考取 PMP 證照攻略，PMP 實際上有用嗎？

How The PMP Exam is Changing in 2021

PTT- P_Management 版

PMP Exam Reference List

PMBOK 7 vs PMBOK 6: Top Differences You Need to Know

Here's how you can crack the PMP exam!

Recently, I introduced Claude Code into my Product Management (PM) workflow, and it has been the biggest change in my way of working lately. Specs and prototypes that used to take days can now be done in a few hours, and the AI considers edge cases a hundred times more thoroughly than I do.
This isn't just about asking ChatGPT questions; it's about deeply integrating AI into the Workflow. As stated in Anthropic's <a href="https://www.anthropic.com/research/building-effective-agents" rel="nofollow noopener noreferrer" target="_blank">Building Effective Agents</a> guide, true productivity gains come from shifting AI from a simple "chatbot" to an "Agent" capable of executing complex tasks.
<h2>Core Process: One-Person Product Team</h2>
My new workflow looks roughly like this, a convergence process from vague to specific:
<blockquote>
Requirement Intake → Claude Skills (SOP) Initial Analysis → Sub-agents (Multi-perspective) Review &#x26; Debate → Generate High-Quality PRD + Prototype → Cross-Department Communication → Spec Confirmation
</blockquote>
It's like having a virtual team on call, ready to work for you at any moment. Rather than just a PM, I act more like the Commander of an AI Team.
<hr>
<h2>1. Claude Skills: Writing Your SOP into the Brain</h2>
The concept of Skills is simple: write down the Standard Operating Procedures (SOP) in your head for the AI to strictly follow. This maps to the "Workflows" concept mentioned by Anthropic—guiding LLMs through predefined paths to ensure consistency.
Previously, when writing a PRD, we had to pay attention to naming consistency, formatting norms, team idioms, and remember to reference old documents. The human brain easily misses details; changing A but forgetting creating a bug in B.
Now, I encapsulate these rules into Skills. Here is a real-world <code>requirement-analyzer</code> Skill example:
<pre><code class="language-markdown"># Skill: Requirement Analyzer

## Role
You are a Senior Technical Product Manager (TPM), skilled at converting vague business requirements into structured User Stories.

## Input
- Raw Input
- Target Audience

## Output Format (Markdown)
1. **Executive Summary**: One sentence explaining what this feature does.
2. **User Stories**: Format as "As a &#x3C;role>, I want to &#x3C;action>, so that &#x3C;benefit>".
3. **Acceptance Criteria (Gherkin Syntax)**:
 - Given [Context]
 - When [Action]
 - Then [Expected Result]
4. **Edge Cases**: List at least 3 extreme conditions (e.g., Network failure, Empty data, Insufficient permissions).

## Rules
- Must use this format: `FE-[Feature Name]-001` as ID.
- Prioritize Mobile First experience.
</code></pre>
When these rules are written as Code (or System Prompts), AI produces output according to preset standards, stable and consistent. Those time-consuming and error-prone cross-referencing tasks are all handed over to AI.
<h2>2. Sub-agents: Virtual Avatars for Perspective Taking</h2>
If Skills are the "Hands", then Sub-agents are the "Brain".
When writing specs alone, it's easy to fall into blind spots. According to Basecamp's <a href="https://basecamp.com/shapeup" rel="nofollow noopener noreferrer" target="_blank">Shape Up Methodology</a>, the biggest risk in product development is rushing into development before the work is properly "Shaped".
To avoid this, I created different Agents to conduct "Self-Dialectics":
<ul>
<li>User Researcher Agent: Questions if this flow is intuitive? Is there a better experience?</li>
<li>Dev Agent: Evaluates technical feasibility, clarifies how to open the database schema, and how to connect APIs.</li>
<li>QA Agent: Specifically looks for loopholes, listing all possible edge cases.</li>
<li>Stakeholder Agent: Challenges the necessity of this requirement from a business value perspective.</li>
</ul>
<h3>Simulation Dialogue</h3>
<blockquote>
Me (PM): "I want to build a 'One-Click Weekly Report' feature."
Dev Agent: "Technically feasible, but consider Context Window limits. If a user has over 500 tickets per week, the API might timeout. I suggest adding Pagination or handling it as an Async Job."
QA Agent: "Agreed. Also, what if there are absolutely no tickets this week? Should the report be blank or show default text? And if the API call fails, should there be a Retry mechanism in place?"
User Researcher Agent: "Wait, do users really want 'One-Click'? They essentially want to edit the AI output most of the time. I suggest the flow be: Generate Draft -> User Preview/Edit -> Save &#x26; Send."
</blockquote>
In operation, it's like holding an efficient meeting inside the computer. Previously, these confirmations took several meetings back and forth; now, they can be completed within a few hours. This is the ultimate form of "Shift Left"—problems are discovered and solved before the first line of code is written.
<h2>3. Instant Prototype: No More Imagining in Communication</h2>
This is the most powerful part. Even precise text is not as good as a working visual.
Previously, specs were often written but the design wasn't ready. When discussing with engineers or bosses, everyone could only "imagine individually," leading to big misunderstandings discovered only after launch.
Now focusing on Claude Code combined with <code>v0.dev</code> or Tailwind CSS, I can directly generate frontend code, giving me a working Interaction Prototype.
<ul>
<li>Before: "Clicking this button pops up a Modal with three options..." (Engineer: ??)</li>
<li>After: "Just look at this HTML file, click it and you'll see." (Engineer: Got it.)</li>
</ul>
Communication efficiency is much faster, and technical details can even be verified before development. No picture, no truth; now I almost always bring a Prototype to meetings.
<h2>4. Git Flow: Docs as Code</h2>
The last key change is Git Flow. This aligns perfectly with Atlassian's <a href="https://www.atlassian.com/agile/knowledge-management/docs-as-code" rel="nofollow noopener noreferrer" target="_blank">Docs as Code</a> philosophy.
Previously, documents were scattered across Google Docs, Confluence, or Slack conversations, eventually becoming unmaintained trash (Stale documentation). Now I try to put all outputs into Git version control.
<h3>Recommended File Structure</h3>
<pre><code class="language-bash">project-root/
├── src/ # Source Code
├── docs/
│ ├── adr/ # Architecture Decision Records
│ ├── prd/ # Product Requirement Documents
│ │ ├── 2026-02-feature-A.md
│ │ └── 2026-03-feature-B.md
│ └── specifications/ # Technical Specs
├── .claude/ # AI configurations
│ ├── skills/ # Defined Skills
│ └── prompts/ # Common Prompt Templates
└── README.md
</code></pre>
The benefits are:
<ol>
<li>Single Source of Truth: Code changes, docs change right beside it.</li>
<li>Code Review: Documentation changes go through the Pull Request process, ensuring they are reviewed.</li>
<li>Traceability: Who changed what spec and when is clearly recorded in the Git Log.</li>
</ol>
<h2>Conclusion</h2>
Current applications are still very rudimentary, but they have significantly reduced the chance of "producing low-quality documents" and saved a lot of time reinventing the wheel.
Many PMs worry AI will replace them, but I believe AI replaces the "Doer", not the "Thinker". By handing over tedious work (writing docs, drawing charts, searching info) to automation, PMs can spend their time where it truly matters: Decision Making and Communication.
Future PMs might be more like commanders of an AI team, and your value will depend on how many AI Agents you can orchestrate to solve complex problems for you.

How to evolve from 'AI Chat' to 'AI Workflow' using Claude Code, Skills, and Sub-Agents for automated PRD & Prototype generation. Includes Prompt examples and Git Flow structure.

Project Management

The PRD Revolution: A High-Efficiency Offline-First Git-like Workflow

Here's how you can crack the PMP exam!

PM Workflow Revolution: Integrating Claude Code, Skills & Sub-Agents (English Version)

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