THE AGENTIC OS FOR INDEPENDENT CONSULTANTS

Run your practice
on Claude Code

This isn't about chatting with AI. It's about building it into a business operating system — one that remembers and executes consistently — so it can absorb the diagnostics, proposals, writing and client files you're juggling every day.

consultx — claude code
$ claude
Danny, three things today:
→ Client J's brief: client-brief-pro
generated, with a SWOT analysis and three value-based pricing tiers
→ Nothing published in 3 days: 公众号-选题
pulled 5 candidate topics from LLM Viki
→ Coaching client A's 1v1 diagnostic report is ready,
filed automatically into their client folder
Which one first?
>

This isn't a demo. This is what Danny actually runs at 9 a.m. every morning.

WHY NOW

Why independent consultants have to learn Claude Code now

Three realities you can't route around. Drawn first-hand from serving 40+ companies, 30+ independent consultants, and 5 years of independent practice.

01

Your competition isn't AI — it's the peer who already has AI working for them

Anthropic CEO Dario Amodei once predicted that "90% of code will be written by AI." That's no longer a prediction. The same thing is happening in consulting delivery, proposal writing and content production. By the time you feel the need to learn, peers who started six months ago will have taken the market.

02

Treating AI as a chat window is the lowest ceiling you can pick

Open the chat box, type a prompt, copy the result — that's where nine out of ten of your peers still are. Letting AI read your documents directly, call your tools and remember your methodology is a different animal entirely.

03

The real moat is a workflow that compounds

Spend 14 hours building a workflow that's actually yours — memory library and six core skills included. After that, every diagnostic you write, every client you take on, every piece you publish compounds. One year of that is worth five of anyone else's.

FREE RESOURCES

8 essential reads, selected from 180+ articles

Written for consultants already in practice. Not an AI primer — an AI upgrade. 01 through 06 run from fundamentals to fieldwork; 07 onward covers the 2026 paradigm shift.

These articles are published in Chinese. The titles and summaries below are translated; the full text is not.

COURSE — COMING SOON

Agentic OS Manual

The Claude Code operating manual for independent consultants. 8 chapters, 14 hours, 6 skills you can copy and run.

Who it is for

Independent consultants who already work with AI in a chat window and want to wire it into the business they run

Prerequisites

You can use a computer and have a Claude subscription. No coding required.

What you walk away with

  • A working CLAUDE.md with a memory library behind it
  • 6 skills running on your own real client work
  • Recurring work handed off to scheduled tasks
  • One reusable artifact from every chapter

Be the first to know when it ships

Launch date and early-bird pricing go out first by email — write to dannyali2046@gmail.com — and on WeChat, if that's where you already are.

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If you're on WeChat — the newsletter

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If you're on WeChat — Danny

Add a note saying "website" to get through faster

LEARNING PATH

From no technical background to your own Agentic OS

14 hours end to end: an 8-chapter manual plus 6 skills you can copy.

Phase 01 · 2 hours

How the system fits together

  • What an Agentic OS is — three gaps between how you work and how AI works, and the OS mindset
  • Your six-pillar architecture — MEMORY / CONSULT / CONTENT / COURSE / COMMUNITY / CUSTOM

Phase 02 · 5 hours

The architecture, layer by layer

  • The Memory layer, built on the LLM Viki pattern — giving Claude Code lasting memory
  • The Skills layer — fundamentals and skill-creator hands-on, building a skill from scratch
  • The Automation layer — put the critical checkpoints on a schedule
  • The Dashboard layer — let non-technical colleagues run your skills

Phase 03 · 6 hours

6 pillars, 6 skills, hands-on

  • MEMORY · viki-recall
  • CONSULT · client-brief-pro
  • CONTENT · 公众号-选题 (newsletter topic picker)
  • COURSE · 课程章节-起草 (course chapter drafter)
  • COMMUNITY · 1v1-诊断报告 (1:1 diagnostic report)
  • CUSTOM · 网站-迭代日志 (site change log)

Phase 04 · 1 hour

Pattern language and troubleshooting

  • Client files and vault pattern language (3 patterns + a 5-step SOP)
  • A checklist for the 15 failures you'll actually hit

IN PRACTICE

A consulting business that already runs on this — not a demo

Four real situations, details redacted.

Coaching client · former HR director

Delivery time cut from 8 hours to 2

Rebuilt the delivery process around the 1v1-诊断报告 skill (the 1:1 diagnostic report skill), and signed three new coaching clients within three months.

Coaching client · veteran corporate trainer

Output up from one post a week to three

Used the 公众号-选题 skill (the newsletter topic picker) to run topic selection straight through to finished draft; posts now clear a thousand views consistently.

Corporate client · legacy energy

A six-month corporate engagement, six figures in RMB

Ran the full project cycle on the client-brief-pro skill plus the four-vault pattern.

Danny himself · the person building it

Six workstreams running in parallel became six skills and one OS

Diagnostics, proposals, content, community, client acquisition, client records. One year: 180+ newsletter posts, 30+ independent consultants, one in-depth corporate engagement.

FAQ

Straight answers, no detours

I can't write code — can I still use Claude Code?

You can, and that is the point. Throughout, "writing code" comes down to telling Claude Code what you want in plain English. The skill-creator chapter goes further and has Claude Code write new skills for you. The coding barrier was real in 2024. It has largely disappeared since.

How is an Agentic OS different from just using Claude in the browser?

The browser version is one conversation, started fresh every time. An Agentic OS reads your documents continuously, calls your tools, remembers your methodology and runs scheduled tasks on its own. It's the difference between carrying your luggage into a new hotel every night and having a home.

Is there anything I have to keep paying for afterwards?

A Claude subscription, $20–200 a month depending on usage. Everything else costs nothing: Obsidian is free, the file system is free, git is free. The course is a one-time purchase, no subscription.

How long does it take?

14 hours if you follow the manual strictly, not counting the time you spend digesting and practicing. One weekend gets you through it once; three to four weeks gets your own OS fully built.

How is this different from other Claude Code courses?

Other courses teach you how to use Claude Code. This one teaches you how to build Claude Code into the foundation of your practice, designing the tool stack backwards from the six areas of work that actually fill your week. Finish someone else's course and you can operate a tool. Finish this one and you own an operating system built for your business.

Are more prompts and more rules always better?

The opposite. In July 2026 Anthropic cut more than 80% of the Claude Code system prompt, with no measurable drop on coding benchmarks. The right way to use this generation of models is to leave room for judgment rather than hand over a procedure manual: add a rule only where it makes the same mistake repeatedly, and prune the rules on a regular schedule.

Anthropic has free official courses. How does this relate to them?

They exist and they're worth your time — free, with a certificate on completion. The difference is point of view: the official courses are written for developers and teach what the tool can do. ConsultX is written for a consulting practice and shows you how to build that tool into the business you already run.

ABOUT

Danny Liu (刘刚)

Independent consultant · applied AI, in production

Danny Liu

Strategy and organizational change. 40+ client companies — public companies, unicorns, technology manufacturers and cross-border e-commerce.

Applied AI in practice

AI deployment for companies

Helped 5+ business owners rebuild their workflows around Claude

Coaching independent consultants

30+ independent consultants served, 80% of them former Big Four or Big Tech executives

AI courses and consulting output

  • The Independent Consultant's AI Transition: From Craft Shop to Smart Factory in 3.5 Hours
  • The Second Half of Independent Practice: Turning 5 Years of Documents into a Wiki That Compounds 24 Hours a Day
  • The AI² Study Circle for Export Founders

Everyday AI stack

Claude Code + Hermes + Obsidian + Notion