As power users migrate to Claude.ai, How to Use It More Productively

Anthropic’s Claude has experienced a dramatic rise in early 2026, fueled by a high-profile Pentagon dispute, a viral Super Bowl ad campaign, and a wave of new model releases. Meanwhile, ChatGPT’s market share has eroded as users migrate to Claude for its writing quality, ad-free commitment, and powerful productivity features. This report covers the key recent events and compiles a comprehensive list of tips—from prompting fundamentals to advanced agentic workflows—for getting the most out of Claude.

Anthropic vs. the Pentagon

‘Uncanny Valley’: Pentagon vs. ‘Woke’ Anthropic, Agentic vs. Mimetic, and Trump vs. State of the Union

Anthropic Hits Back After US Military Labels It a ‘Supply Chain Risk’

Part 1: What Happened to Claude Recently

The Pentagon Dispute and Trump Ban

The most dramatic recent event involves Anthropic’s confrontation with the U.S. government. Anthropic had been providing Claude to the Pentagon’s classified networks since 2024 under a $200 million contract. However, the company drew two “red lines”: Claude would not be used for mass domestic surveillance of American citizens or for fully autonomous weapons.[1][2][3]

The Pentagon insisted it needed the flexibility to deploy Claude for “all lawful purposes,” even though it stated it had no current plans to use AI for those specific applications. When Anthropic refused to relax its safeguards by the Pentagon’s deadline, Defense Secretary Pete Hegseth designated the company a “supply chain risk to national security,” barring it from working with the military and its contractors.[2][3][1]

On February 28, 2026, President Trump ordered all federal agencies to immediately stop using Anthropic’s AI tools, giving them six months to phase out the technology. He called the company’s leaders “radical left” and “woke” on Truth Social. Just hours later, OpenAI announced it had signed a separate deal with the Pentagon for its own classified network deployment, claiming it had negotiated similar safeguards against surveillance and autonomous weapons.[1][2]

Anthropic has announced plans to challenge the “supply chain risk” label in court. CEO Dario Amodei stated the company “cannot in good conscience” agree to unrestricted military use.[2]

The Paradoxical Surge in Popularity

The controversy has paradoxically boosted Claude’s popularity. As of March 1, 2026, Claude rose to the #1 free app on the Apple App Store in the U.S., overtaking ChatGPT. Daily signups have broken all-time records every day during the last week of February, free users increased more than 60% since January, and paid subscribers more than doubled in 2026.[4]

The Super Bowl Ad and Ad-Free Pledge

In early February, Anthropic ran a nationally televised Super Bowl ad with the tagline “Ads are coming to AI. But not to Claude”—a direct shot at OpenAI’s decision to introduce advertising in ChatGPT. The ad mocked the idea of an AI assistant interrupting helpful advice with product placements.[5][6]

BNP Paribas analysis showed that Claude’s daily active users jumped 11% after the Super Bowl, the biggest bump among any AI company that advertised, and Claude entered the top 10 free apps on the Apple App Store. Anthropic pledged that ads in conversations “would be incompatible with what we want Claude to be: a genuinely helpful assistant for work and for deep thinking”.[7][8]

New Model Releases

Anthropic has maintained a breakneck pace of model releases:

• Claude Opus 4.6 (February 5, 2026): The flagship model excels in coding, long-running tasks, and professional-grade outputs. It is better at planning, code review, debugging, and working with extensive codebases.[9]
• Claude Sonnet 4.6 (February 17, 2026): Released just 12 days after Opus 4.6, this model became the default for both free and paid users. It improves computer use, programming, design, knowledge work, and handling of extensive datasets.[10]
• Anthropic also closed a $30 billion funding round at a $380 billion valuation—more than double its valuation from September 2025.[10]

The ChatGPT-to-Claude Migration

ChatGPT’s app market share dropped from 69.1% to 45.3% between January 2025 and January 2026 according to Apptopia data. Claude leads all AI chatbots in average time spent per daily active user at 34.7 minutes, and power-user engagement surged 377% from June to December 2025.[11]

Key reasons users cite for switching include:

• Claude’s superior writing and reasoning quality[12]
• The ad-free commitment vs. ChatGPT’s ad introduction[7]
• Claude’s Artifacts, Skills, and Projects features[13]
• Better MCP (Model Context Protocol) integration for tool connectivity[12]
• More natural, less robotic outputs[11]

Claude Cowork Launch

In January 2026, Anthropic launched Claude Cowork, described as “Claude Code without the code”. Cowork lets users point Claude at a folder on their computer, and it autonomously organizes and executes tasks—reading, modifying, and generating files—while keeping the user informed. It integrates with connectors like Asana and Notion and features built-in Skills for document and presentation creation.[14][15]

Part 2: Tips for Using Claude More Productively

Prompting Fundamentals

These foundational techniques from Anthropic’s own documentation apply to all Claude interactions:

• Be explicit and direct: Lead with action verbs (“Write,” “Analyze,” “Create”). State exactly what the output should include, not just what to work on.[16]
• Provide context and motivation: Explain why you need something and how the output will be used. Claude generalizes better when it understands the reasoning behind instructions.[16]
• Be specific about constraints: Include word count, format, tone, audience, timeline, and any restrictions in your prompt.[16]
• Use examples (few-shot prompting): Provide 1–3 examples of desired input/output format. Claude pays very close attention to example details.[16]
• Give permission to say “I don’t know”: Explicitly tell Claude it can express uncertainty rather than guessing, which reduces hallucinations.[16]
• State what to DO, not what NOT to do: Instead of “Do not use bullet points,” try “Write in flowing prose paragraphs”.[16]

Extended Thinking

Extended thinking is one of the most impactful features for complex tasks:

• Turn it on for complex work: Extended thinking lets Claude reason step-by-step before responding. Error and hallucination rates drop significantly—the ~10–15% increase in token cost pays for itself in quality.[17][18]
• Give high-level direction, not step-by-step prescriptions: Claude often performs better with instructions like “Think deeply about this” rather than overly prescriptive reasoning steps. Its creativity in approaching problems may exceed a human’s ability to prescribe the optimal process.[19]
• Use multishot examples with thinking tags: Include <thinking> or <scratchpad> tags in your examples to show Claude how to reason through similar problems.[19]
• Start with a small thinking budget and increase as needed: Avoid pushing Claude to output more tokens for the sake of it. Find the optimal settings for each use case.[19]

Structuring Prompts Like a “Contract”

A well-structured prompt reads like a short contract:[20]

Additional checklist items before deploying any important prompt:[20]

• Goal stated first (what “done” looks like)
• 1–2 examples included (if format matters)
• Sections clearly separated (use headers)
• Evaluator checklist appended (for critical prompts)

Using XML Tags for Structure

While less necessary with newer models, XML-style tags remain useful for complex prompts:[21]

• Wrap sections in <task>, <rules>, or <examples> tags to create clear boundaries
• Place tone, policy, or tool-use rules in the system prompt
• Use <thinking> or <scratchpad> tags to separate reasoning from final output

Prompt Chaining (Multi-Step Tasks)

Break complex tasks into sequential prompts where each output feeds the next:[16]

1. Draft: “Summarize this paper covering methodology, findings, and implications”
2. Review: “Review the summary above for accuracy and completeness. Provide graded feedback”
3. Refine: “Improve the summary based on this feedback”

This increases latency but dramatically improves accuracy for complex work.[16]

Modularize Ideas Into Consecutive Prompts

Instead of cramming everything into one prompt, split work into separate but consecutive prompts whose outputs combine into a richer product. This works especially well for sections of code, research tasks, and staged processes.[17]

Iterative Refinement Over Starting Over

When Claude’s output is not quite right, build on what exists rather than regenerating from scratch. Provide more specific constraints to iterate toward the desired output. Avoid negative framing (“No, that’s wrong”) and use neutral corrections instead: “That’s not quite right. Here’s specifically what I need”.[22][23][17]

Prefilling Responses

Guide Claude’s output format by starting its response for it (especially useful via the API):[16]

• Force JSON output by prefilling with an opening brace {
• Skip conversational preambles by being explicit: “Output only valid JSON with no preamble”
• Control the structure of reports by providing skeleton outlines for Claude to complete

Projects: Organize Context

Claude Projects maintain context and organization across conversations:[24][25]

• Create dedicated projects for recurring workstreams (e.g., “Blog Writing,” “Research,” “Course Development”)
• Upload reference documents to the project knowledge base
• Set project-level system prompts to anchor Claude’s behavior for that context
• Use the knowledge base for style guides, brand guidelines, technical documentation, and frequently referenced materials

Custom Styles

Most users overlook Claude’s custom styles feature:[26]

• Feed Claude samples of your actual writing to create a reusable style profile
• Manually edit the style for full control rather than accepting Claude’s summary of your style
• Create blended styles by having Claude analyze writing from authors you admire and combining them with your own voice
• Apply styles across your entire account, not just one project
• Manage multiple brand voices for client work or different content channels

Skills and Artifacts

Claude Skills are reusable folders of specialized knowledge (instructions, best practices, examples) that load on demand:[27]

• Build Skills for tasks repeated weekly (e.g., “Brand Guidelines,” “Content Calendar,” “Financial Reporting”)
• Skills free users from repeating the same prompts—Claude already has the context it needs
• Skills support YAML frontmatter for controlling behavior: user-invocable, context forking, and allowed tools[23]

Claude Artifacts are live previews of interactive tools, documents, and visualizations:[27]

• Request Artifacts for calculators, form processors, data visualizers, dashboards, and mini-apps
• Artifacts support iterative development—Claude can selectively update specific sections without regenerating the entire output[24]
• Combine Skills (what Claude knows) with Artifacts (what tools you build) for maximum impact

Memory Management

Claude’s memory features reduce repetitive context-setting:[28][29][30]

• Project Memory: Edit what Claude remembers directly in project settings. Use concise pointers: “Do X, reference Y framework, avoid Z pattern”[30]
• md files (for Claude Code): Create persistent memory at user scope (~/.claude/CLAUDE.md) and project scope (CLAUDE.md in root). After every correction, end with: “Update your CLAUDE.md so you don’t make that mistake again”[28][23]
• Friction-driven feedback: When Claude produces suboptimal output, don’t just fix it—ask Claude to adjust its memory: “Create bold statements that stop readers from scrolling”[30]

Claude Code Power Tips (from Creator Boris Cherny)

These tips come directly from the Anthropic team’s own usage, shared in a viral thread with 8.5 million views:[23]

1. Run 3–5 parallel git worktrees: Each worktree gets its own Claude Code session running simultaneously—the team’s single biggest productivity unlock
2. Start in Plan Mode (Shift+Tab): Invest in planning so Claude can one-shot the implementation. Review, refine, then switch to auto-accept
3. Invest in md memory: After every correction, have Claude write rules for itself to prevent repeated mistakes
4. Create reusable Skills: Build slash commands for recurring workflows (tech debt analysis, code review, analytics)
5. Use MCP integrations: Connect Claude directly to bug trackers, CI logs, and error monitoring tools for outcome-based prompting (“Fix the failing CI tests”)
6. Challenge Claude as a code reviewer: Flip the dynamic—ask Claude to “grill you” on your changes before PR submission
7. Customize your terminal: Use Ghostty with /statusline for tracking context usage, cost, and git branch across parallel sessions
8. Leverage subagents: Say “use subagents” to launch multiple parallel agents for research, exploration, and complex multi-step tasks
9. Use Claude for data analytics: Let Claude write queries, run them, and interpret results (BigQuery, PostgreSQL, etc.) without leaving your dev environment
10. Enable learning output styles: Let Claude adapt its communication style to match your preferences over time

MCP (Model Context Protocol) Integration

MCP removes manual overhead by connecting Claude to external tools:[31][32]

• Connect to GitHub, Figma, Notion, Sentry, Jira, and other tools directly
• Use /mcp in Claude Code to configure server connections
• Combine Filesystem and Sequential Thinking MCPs for data correlation and analysis[33]
• Chrome MCP lets Claude interact with a real browser to validate UI changes and verify deployed features[23]
• Tool Search can reduce token usage by up to 46.9% by optimizing context[32]

Claude Cowork for Non-Developers

For knowledge workers who don’t code, Cowork brings agentic capabilities to everyday tasks:[15][14]

• Point Claude at a folder and describe the desired outcome
• Claude autonomously reads, modifies, and generates files while reporting progress
• Use cases: organizing messy files, extracting receipt data into spreadsheets, drafting reports from scattered notes, producing presentations
• Integrates with connectors (Asana, Notion) and Claude in Chrome for browser-based tasks

Multi-Agent Workflows

Build “AI assembly lines” where different Claude instances handle specialized roles:[34]

• Assign roles like Research Analyst, Creative Copywriter, and Senior Editor
• Run them in sequence so each agent’s output feeds the next
• Each agent gets a clean context window, avoiding pollution from other tasks
• Use this for content production, research synthesis, and multi-step document creation

Workflow Design Principles

Beyond individual tips, the most productive Claude users think in terms of systems, not single prompts:[35]

• Build standardized prompts and reusable templates rather than reinventing each time
• Include review checkpoints: Every workflow should have a brief → template → QA → approval structure
• Use the “Claude ROI rule”: Every task needs (1) a clear brief with context and goal, (2) constraints on tone, compliance, length, and format, and (3) quality control with assumptions, risks, and a checklist[35]
• Track time saved per workflow and quality metrics to measure real ROI
• Stabilize outputs first, automate second: Get consistent results manually before adding automation[35]

Quick-Reference Cheat Sheet

References

1. President Trump bans Anthropic from use in government systems – Shortly after the president’s ban of artificial intelligence company Anthropic, rival OpenAI announc…
2. ‘WILL NEVER ALLOW A RADICAL LEFT, WOKE COMPANY TO DICTATE OUR MILITARY’ Trump Orders Ban on Anthropic’s AI Tools Across US Government, Citing Security Concerns – Key Points: On February 28, 2026, US President Donald Trump ordered all federal agencies to immediat…
3. Trump administration orders military contractors and federal … – CNN – But Anthropic has two redlines for the Pentagon: that Claude will not be used in autonomous weapons,…
4. Anthropic’s Claude rises to No. 1 in the App Store … – TechCrunch – Anthropic’s chatbot Claude seems to have benefited from the attention around the company’s fraught n…
5. Anthropic Super Bowl Spot Skewers ChatGPT Ads – Business Insider – While Anthropic doesn’t outright name ChatGPT, it’s clear who the target of its coming Super Bowl ad…
6. Anthropic buys Super Bowl ads to slap OpenAI for selling ads in ChatGPT – Anthropic is spending millions of dollars to air commercials during Sunday night’s National Football…
7. Anthropic pledges ad-free Claude, with a Super Bowl shot at ChatGPT – This could become the key differentiator for AI brands: those that become ad platforms and those tha…
8. Data: Anthropic got 11% user boost from OpenAI-bashing Super … – The maker of the Claude chatbot saw visits to its site jump 6.5% following its Super Bowl advertisem…
9. Anthropic launches Claude Opus 4.6 as AI moves toward a ‘vibe working’ era – Anthropic’s latest AI model is better at coding, sustaining tasks for longer and creating high-quali…
10. Anthropic releases Claude Sonnet 4.6, continuing breakneck pace of AI model releases – Claude Sonnet 4.6 is more consistent with coding and is better at following coding instructions, Ant…
11. People Are Breaking Up With ChatGPT for Claude. But Why? – ChatGPT’s app market share dropped from 69.1% to 45.3% between January 2025 and January 2026, accord…
12. Why I Switched from ChatGPT to Claude (and Haven’t Looked Back) – Why I switched from ChatGPT to Claude for coding and automation. A comparison of Claude’s MCP integr…
13. I quit ChatGPT — here’s how I moved everything to Claude and … – I quit ChatGPT — here’s how I moved everything to Claude and Gemini without losing my data (or my mi…
14. Claude Cowork – Anthropic’s agentic desktop AI (2026) – Anthropic’s Cowork brings Claude Code-style automation to your Mac. See how it works, who can access…
15. Anthropic’s Claude advances on more office worker tasks – AI companies are racing to sell agentic software that promises to simplify information work.
16. Best practices for prompt engineering – Claude – Master the art of prompt engineering with Claude.
17. Boosting Productivity with Claude: 5 Tips | Artem Shirk posted on the … – Claude is really useful, actually. I’ve been using Anthropic’s flagship LLM, Claude Sonnet 4.5, as m…
18. Extended Thinking in Claude: Practical Settings for Productivity – Introduction: Modern AI assistants can either give quick answers or dive deep into a problem – much …
19. Extended thinking tips – Claude API Docs – Claude API Documentation
20. Claude Prompt Engineering Best Practices (2026): Checklist and … – 1) Use a “Contract Style” System Prompt. A good Claude system prompt reads like a short contract. It…
21. Claude AI Prompting Techniques: structure, examples, and best … – Prompting in Claude AI is not only about asking questions but about designing inputs that guide the …
22. Claude AI Prompting Techniques: Structured Instructions … – Claude models respond with the highest accuracy when prompts are explicit, structured, and guided by…
23. 10 Claude Code Tips from the Creator Boris Cherny | February 2026 – Learn 10 expert Claude Code tips from creator Boris Cherny and the Anthropic team. Master git worktr…
24. Maximizing Productivity with ChatGPT and Claude Projects – LinkedIn – The artifact system truly shines in its ability to handle iterative development. When revising conte…
25. Mastering Claude AI – Unleashing the Power of Projects and Artifacts – Did you know that Claude AI now offers features that can help you maintain context across conversati…
26. Claude Custom Styles: The Feature Most Users Miss – Join GenAIU on Skool at https://GenAIU.com/skool

This is a clip from one of our Claude Mastery sess…

27. Claude for work: How to use Claude Skills and Artifacts to 10x team … – Learn how to use Claude Skills and Artifacts to automate team workflows. Step-by-step guide to build…
28. Refreshing Memory – Learn how to leverage Claude Code’s memory features to reduce wasted prompts, set guardrails, and im…
29. How to Make Claude Actually Remember You: The Laziest Method … – Just discovered this method recently and it’s been working great so far. This is actually written by…
30. The Ultimate Guide to Claude’s Project Memory – The AI Maker – Learn how to build Claude project memory using friction-driven feedback. Train AI to match your writ…
31. Configuring Claude Code MCP Tools for Better Integration – Clockwise – Master Claude Code MCP setup with key components, environment settings, integration tips, and troubl…
32. Claude MCP Integration: Connect Claude Code to Tools – Learn how to integrate Claude Code with tools using MCP to enable agentic workflows, automation, and…
33. MCP helped me gain a lot of productivity at work – MCP helped me gain a lot of productivity at work
34. How I 10X My Productivity with ONE Claude Code Trick – Join My Community to Level Up ➡ https://www.skool.com/earlyaidopters/about

🚀 Gumroad Link to Assets…

35. Claude AI in 2026: From Everyday Tool to Business Powerhouse – Claude Code is Anthropic’s agentic coding tool designed to work across terminal/IDE/desktop/browser …