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YOUR AGENT
NEEDS MORE
THAN APROMPT.

A growing library of compact ways of working. Built to help an agent understand the method, not just the assignment.

NO PROMPT HOARDING.DOWNLOAD A WAY OF THINKING ↓

A SMALL FILE WITH A LONG MEMORY.

A skill teaches an agent how you work.

Think of it as handing a collaborator your playbook instead of repeating the same directions every time. A skill packages the instructions, context, and optional tools an agent needs to perform a specific kind of work consistently.

01

Instructions

The method, sequence, and judgment the agent should follow.

02

Context

The language, principles, and constraints that make the work specific.

03

Tools

Optional scripts, references, or assets that make the result repeatable.

DOWNLOAD A
WAY OF WORKING.

02 SKILLS / MORE IN THE LAB

001
AGENT SKILLCREATIVE DIRECTION

Think. Shape. Make.

A human-first creative direction skill that moves an unfinished idea from open exploration to intentional form and a concrete next move.

WHAT IT DOES

Turns raw notes, references, and tensions into a shaped direction and build-ready brief.

VERSION
1.0
UPDATED
JUL 2026
FILE
ZIP / 2.2 KB
DOWNLOAD SKILL
002
AGENT SKILLMODEL SELECTION

Choose Claude Model

A short decision skill that recommends the right Claude model tier for the work in front of you.

WHAT IT DOES

Weighs task difficulty, stakes, speed, access, and repetition, then gives a specific model tier with a direct reason.

VERSION
1.0
UPDATED
JUL 2026
FILE
.SKILL / 2.9 KB
DOWNLOAD SKILL

CLAUDE MASTERCLASS / AUGUST 8, 2026

USE THE PROMPT.
KEEP YOUR JUDGMENT.

Everything from the day, in the order you met it. Copy it, change the details, and use it on what is in front of you now.

01

SETUP

Teaching it who you are. Do these once.

03 PROMPTS
01

The interview

FOR
teaching it who you are, once, so you stop explaining yourself every session.
WHEN
the first thing you do in a new account, and again every few months.
THE PROMPT

I want you to interview me so you can understand who I am and how to work with me. Ask me questions one at a time, waiting for my answer before continuing. Cover: - My professional role and what I'm currently building - My biggest priorities and challenges right now - How I like to communicate and receive information - My working style and how I make decisions - What success looks like for me in the next 90 days After the interview, write a profile summary and confirm it with me. Then use everything you've learned to personalize every response going forward. Start with your first question.

Then: paste a trimmed version into Instructions. Not the whole thing. Keep what it could never work out on its own.

02

The audit

FOR
finding out what it currently gets wrong about you.
WHEN
your profile is a few months old, or your work has moved.
THE PROMPT

Based on everything you know about me so far, tell me what you're most likely to get wrong. Where are you guessing about me rather than actually knowing? What have you assumed that I never told you? Then ask me about the gaps that matter most, one at a time.

03

Interview me about the work

FOR
context about what you do, as opposed to who you are. This becomes Project instructions.
WHEN
setting up a Project for a client, an account, or an ongoing body of work.
THE PROMPT

You already know who I am. Now interview me about the work itself rather than about me. Ask one question at a time. Cover what this work actually is, who it's for, what success looks like, what constrains it, and what makes my approach to it different. When you're done, write it up as context I can drop into a Project so I never have to explain it from scratch again.

02

THINKING

Working out what to do before you do it.

04 PROMPTS
01

1 · Find the automatable work

FOR
sorting your week into what to hand over, what to speed up, and what to keep.
WHEN
you know you're doing too much by hand and can't tell where to start.
THE PROMPT

I'm going to describe how I spend a typical week. For each thing I name, tell me whether it's work you could take over completely, work you could speed up but where I still need to make the call, or work that should stay entirely mine. Ask me questions where you need more detail before deciding. At the end, tell me which one you'd start with and why.

02

2 · Argue with my sort

FOR
catching the things you put in the wrong bucket.
WHEN
right after the prompt above, before you act on it.
THE PROMPT

Here's how I sorted my work into things I'd hand over, things I'd speed up, and things I'd keep entirely. Argue with me. Tell me which ones I've put in the wrong bucket and why, especially anything I claimed only I can do. Be direct about it.

Watch for: you keep things because you're proud of them, and hand things over because you're tired of them. Neither is the right reason.

03

3 · Is this actually buildable?

FOR
an honest read on an idea you've been sitting on.
WHEN
any time you catch yourself wondering whether something is realistic.
THE PROMPT

Here's an idea I've been sitting on. Tell me honestly whether it's buildable, what it would actually take, and what the simplest version that still delivers most of the value would look like. If it isn't realistic, say so plainly rather than being encouraging.

The one to keep. Most people never ask this out loud. You can ask it as often as you like.

04

8 · Chat or task

FOR
deciding whether to work something through or hand it off.
WHEN
the job is big enough that you're not sure which mode it wants.
THE PROMPT

Here's a job I need done. Tell me whether this is something we should work through together in a conversation, or something I should hand off to you to complete on your own. Explain which parts of it need me in the room and which don't.

The rule underneath it: if you'd need to look at every step, that's a chat. If you can describe the whole job and what finished looks like, hand it off.

03

SETTING UP YOUR WORK

Projects, connectors, and the things they hold.

04 PROMPTS
01

4 · What Projects should I create

FOR
choosing the handful worth setting up.
WHEN
you have several ongoing bodies of work and everything currently lives in loose chats.
THE PROMPT

Based on what you know about me and my work, suggest the Projects I should set up. For each one, tell me what belongs in its instructions, what files I should put in it, and what kinds of tasks would live there. Keep it to the handful I'd actually use.

The test: would you brief a new hire once, then hand them twenty tasks under that briefing? That's a Project.

02

5 · Write my Project instructions

FOR
filling the empty instructions box.
WHEN
you've created a Project and are staring at it.
THE PROMPT

Interview me about this body of work so you can write the instructions for its Project. Ask one question at a time. I want them short enough that I'd actually read them: what this work is, who it's for, and what matters about it.

03

6 · Which tools should I connect

FOR
ranking connectors by what each one actually unlocks.
WHEN
you're deciding what to connect and can't tell what's worth the setup.
THE PROMPT

Here's what my work looks like day to day and here are the tools I use. Tell me which ones to connect first, and for each one, what specifically you'd be able to do for me once it's connected. Rank them by how much difference they'd make.

04

7 · What can you see now

FOR
the first real payoff after connecting something.
WHEN
immediately after you connect anything.
THE PROMPT

Now that you're connected, tell me three things you can see about my work that I probably haven't noticed myself. Then pick the most useful one and show me.

Expect to be surprised. This is the prompt that makes connectors feel worth it.

04

RUNNING WITHOUT YOU

Automation, and the habits that keep it working.

04 PROMPTS
01

9 · Plan my week around my plan

FOR
getting the value without burning through your allowance.
WHEN
you notice you're hitting limits, or you want to avoid it.
THE PROMPT

I'm on the entry-level paid plan and I want to be smart about it. Here's the work I do in a typical week. Tell me which of these jobs actually need your deepest thinking and which would be fine with a lighter approach, and how I should sequence my week so I'm not burning the heavy stuff on things that don't need it.

The habit underneath it: start a fresh chat when the job changes. It makes your work better and makes your plan last. Being tidy pays twice.

02

10 · Build it with me

FOR
setting up an automation step by step, with the guardrail built in.
WHEN
you're ready to make something run without you.
THE PROMPT

I want to automate this. Walk me through setting it up one step at a time, and check with me before each step. Before we schedule anything, tell me what could go wrong and what you'd do if you weren't sure about something.

Do not skip the last sentence. Something that acts confidently when it should have paused is how people abandon all of this in week two.

03

Red team my website

FOR
reading your own work as the person on the other side of it.
WHEN
you've looked at something so long you can't see it any more. Use with the Chrome extension.
THE PROMPT

Read my website as a first-time visitor who has never heard of me. Where do you get confused? What would stop you filling out that form? Read this proposal as the person who has to approve the spend. What's your first objection? Read this listing as a buyer. What's missing that you'd have to call and ask about?

Two more shapes:

04

Audit my Instagram

FOR
hooks, content mix, what's repeating, whether your call to action works.
WHEN
you post regularly and can't tell what's landing. Use with the Chrome extension.
THE PROMPT

Go through the last thirty posts on my Instagram profile. Tell me which hooks actually stopped the scroll, what my content mix looks like by format, how consistent my posting is, what's repeating too often, and whether my call to action is doing anything. Then tell me the three things you'd change.

Log into Instagram in Chrome first and keep the tab open. It can only analyze what it can see, and it can't reach reach or impressions, only what's public.

05

MAKING THINGS

Brand, design, and the things you hand over.

02 PROMPTS
01

11 · Pull my brand

FOR
extracting your kit from what you already have.
WHEN
before you make anything visual, and only once.
THE PROMPT

Look at my website and the materials I've given you. Pull out my colors, my fonts, the feel of the brand in one sentence, and most importantly the things I should never do. Ask me about anything you're guessing at rather than assuming.

The do-nots are the valuable part. Never stretch the logo, never that green against the blue, never all caps in body copy. That's the part your designer carries in their head and never wrote down.

02

12 · My 90 days

FOR
the roadmap, and an honest read on your own follow-through.
WHEN
now, and again every quarter.
THE PROMPT

Based on everything we did today and what you now know about my work, write me a 90 day plan: the first 30 days, 31 to 60, and 61 to 90. Be specific, and keep it to things I'd realistically do rather than things that sound good. Then be honest with me about three things: which parts of this I'll realistically do myself, which parts I'll start and abandon, and which parts genuinely need someone else's hands. Don't be encouraging about it.

The second paragraph is the useful one. Most plans fail on the parts you were never going to do.

06

BUILDING SKILLS

Ten starters. Build one, use it two weeks, build the next.

10 PROMPTS
01

Your voice

THE PROMPT

I want to write down how I sound so I stop having to explain it every time. Here are three or four things I've written: [paste sent emails, Slack messages, or meeting notes]. Work out what's actually distinctive about how I write. Sentence length, how I open, how I close, how formal I am, what I never do, how I handle bad news. Tell me what you notice before you write anything. Then write it up as a skill I can reuse. Include when it should fire, and be a little pushy about that. And add a line at the end that makes you check your own work before handing it to me.

Start here · about 20 minutes

Working when: you send what it drafts without editing.

02

What am I missing

THE PROMPT

I want a skill that stress-tests my thinking rather than agreeing with me. Interview me first. Ask one question at a time. Find out what I tend to overlook, where I've been wrong before, what kind of feedback actually lands with me and what I dismiss, and what my blind spots are when I'm excited about something. Then write it as a skill that takes whatever I bring it and tells me what I haven't considered, what I'm assuming without evidence, and where this falls apart. It should push. Being encouraging is not the job. Fire it whenever I'm working through a decision or a plan, even if I don't ask for it.

Start here · about 15 minutes

Working when: it says something that annoys you slightly and turns out to be right.

03

What needs me today

THE PROMPT

I want a skill that looks at what's come in and tells me what actually needs me. Interview me first. Ask one question at a time. Find out what makes something urgent for me versus just loud, what I always deal with personally, what I ignore for a day without consequence, who gets a fast response no matter what, and what a good morning looks like when I've handled the right things. Then write it as a skill that goes through my inbox and messages and gives me a short ranked list: what needs me now, what needs me today, what can wait, and what I should just delete. Tell me why for each one. Keep the list short. A long list is the problem I'm trying to solve.

Start here · about 20 minutes

Working when: you act on the top three and feel finished.

04

My review standard

About 20 minutes
THE PROMPT

I want a skill that reviews my work the way I would if I were being tough about it. Interview me about what I check before [a proposal / a client email / a deliverable] goes out. Ask one question at a time. Cover what I look for, what I've been burned by before, what I'd hand straight back if a junior person gave it to me, and what I let slide because it doesn't matter. Then write it as a skill that takes a draft and tells me what's wrong with it, ranked by how much it actually matters. Be harder on me than you want to be. A review that says it's fine is a review that wasted my time.

Working when: it catches something you would have caught, before you catch it.

05

Meeting to follow-ups

About 20 minutes
THE PROMPT

Here are notes from two meetings I've run, and the follow-up emails I sent afterward: [paste them]. Work out what I actually pull out of a meeting and how I structure a follow-up. What I always include, what I leave out, how direct I am about deadlines. Then write it as a skill that takes raw meeting notes and gives me back the decisions, the open items with who owns them and by when, and a drafted follow-up email. Ask me anything you need before you write it.

Working when: the follow-up goes out within ten minutes of the call ending.

06

Is this worth my time

About 25 minutes
THE PROMPT

I want to write down how I decide whether something is worth my time. Interview me about how I qualify [a lead / an inquiry / a new opportunity]. Ask one question at a time. Get at what I check, the order I check it in, what makes me walk away immediately, and the exceptions I make that contradict my own rules. Push me when my answer is vague. Then write it as a skill that takes a new inquiry and gives me a recommendation with the reasoning. Tell me which parts of my logic you're least confident you got right.

Working when: it reaches the same call you would have, for the same reasons. Test it on three you already decided.

07

The recurring report

About 20 minutes
THE PROMPT

Here are the last two versions of a report I produce every [week / month]: [paste or attach them]. Work out its structure, what I lead with, what I always include, and the level of detail I use. Then write it as a skill that takes my raw notes and data and produces the next one in the same shape. Tell me exactly what inputs you need from me each time.

Working when: the next one takes ten minutes instead of ninety. This is also the easiest one to turn into a scheduled task.

08

The proposal builder

About 25 minutes
THE PROMPT

Here are two proposals I've sent, ideally one that closed and one that didn't: [paste or attach them]. Work out my structure, how I present scope, how I handle pricing and terms, and what I always include. Then tell me what was different about the one that didn't close. Then write it as a skill that takes rough scope notes from a call and produces a proposal in my format. Flag anything you're guessing at rather than seeing in both examples.

Working when: the draft is ninety percent there and you're editing rather than writing. Keep the number yours.

09

Read this as them

About 15 minutes
THE PROMPT

I want a skill that reads my work as the person on the other side of it, not as me. Interview me about who those people usually are. Ask one question at a time. Find out who reads my proposals, who lands on my website, who I'm usually trying to convince, what they already know, what they're skeptical about, and what would make them walk away. Then write it as a skill where I tell it which of those people to be, and it reads whatever I give it as that person. It should tell me where it gets confused, what it doesn't believe, and what would stop it acting. Do not soften it.

Working when: you change something the same day.

10

How things I make should look

About 20 minutes
THE PROMPT

I want my visual standards written down as a skill so they apply everywhere, not just in Design. Here's what I've got: [paste your brand kit, or a link to your website, or attach your brand guide]. Pull out my colors, my type, the feel in one sentence, and most importantly the things I should never do. Ask me about anything you're guessing at rather than assuming. Then write it as a skill that applies these whenever I'm making something that gets seen: a document, a one-pager, a deck, a page. Fire it without being asked.

Working when: you stop saying "make it match my brand" because it already does.

DROP IT IN.
CALL IT BY NAME.

01

Download

Save the ZIP and unpack the skill folder.

02

Install

Add the folder to the skills location used by your agent.

03

Invoke

Call the skill directly when you want to use the method.

$think-shape-make

The exact install location depends on the agent you use. The important part is the folder: keep SKILL.md and its supporting files together.

A GOOD SKILL SHOULD NOT
MAKE THE AGENT MORE GENERIC.

IT SHOULD MAKE
THE WORK FEEL
MORE LIKE YOU.