§ 01 · The Hook
The bait, then the rug-pull.
Most people open Claude, type a prompt, get an answer, and repeat. Zinho Automates tested over 250 published skills so you don't have to — and the verdict is blunt: most are broken, outdated, or just system prompts with a fancy name. What follows are the 9 that actually change how Claude behaves.
What the video promised.
stated at 00:21 "With Claude skills, you can catch bugs before you even see them. You can keep your sessions clean for hours and you can make Claude behave exactly the way that you needed to for a specific situation." delivered at 16:11
Where the time goes.
00:00 – 01:17
01 · Intro — the problem with Claude skills
Most people use Claude at its most basic. Skills can unlock catch-bugs, monitor, and behave-exactly modes — but 250+ skills tested, most are garbage. Three categories, one map.
01:17 – 01:33
02 · Category 1 intro — Essential Claude Skills
Work in Claude Desktop. No terminal, no code. Just upload a zip through Customize.
01:33 – 03:18
03 · Skill 1 — Skill Creator
Pre-installed. Describe a repeated workflow, Claude interviews you, builds the .md file, then auto-generates side-by-side test cases to verify improvement before you commit.
03:18 – 05:08
04 · Skill 2 — Prompt Master
GitHub: nidhin-js. Turns messy brain dumps into structured, optimized prompts. Detects target AI tool, extracts intent across 9 dimensions, max 3 clarifying questions. Works with 30+ tools. Pro tip: add to General Instructions for auto-enhancement on every complex prompt.
05:08 – 06:20
05 · Skill 3 — Fact Checker
GitHub: Daymaid's Claude Code Skills repo. Runs systematic fact-verification on any text — confirmed / unverifiable / false. Three use cases: public AI-generated content, own video outlines pre-film, other people's claims.
06:20 – 07:53
06 · Skill 4 — Humanizer
GitHub: Blader's humanizer repo. Detects 25 AI writing patterns (m-dash overuse, rule-of-three, leverage/streamline vocabulary, vague attributions, filler phrases). Feed it a writing sample and it mirrors your sentence rhythm instead of producing generic clean output.
07:53 – 09:34
07 · Category 2 intro + Skill 5 — Playwright + Superpowers
Claude Code skills operate at a different level. Playwright (Anthropic official) navigates your app like a real user — clicks, forms, screenshots at every step. Superpowers (Obera's repo) adds plan-before-code and test-before-ship quality gates baked into every build step.
09:34 – 11:35
08 · Skill 6 — Septim Agents Pack
Drops 10 named sub-agents into your project: Atlas (planning), Luca (architecture), Canon (brand), Amber (marketing), Tally (finance), Nova (design), Ward (legal), Meta (CX), Juno (research), PIP (coordination). Original costs $49; creator built a free version in Skool community.
11:35 – 12:21
09 · Skill 7 — /review + /security-review
Type /review after any build — Claude checks bugs, edge cases, security issues, design problems. /security-review shows a security audit of pending changes on the current branch. Runs locally, costs nothing extra.
12:21 – 13:16
10 · Skill 8 — /context + /compact
Every tool dumps raw data into the context window. /context shows what's eating it. /compact with a focus argument (e.g. 'compact focus on auth module') compresses on your terms. Habit: run /context every 20 minutes, /compact when you hit 60%.
13:16 – 16:11
11 · Category 3 + Skill 9 — learnings.md pattern
No install needed. Create learnings.md alongside any skill. Add one line to the skill: 'before running, read learnings.md'. After every run, Claude logs what worked, what failed, what you corrected — scoped to that skill. Skills compound instead of repeating the same mistakes.
Visual structure at a glance.
Named ideas worth stealing.
00:46
list
Three Categories of Claude Skills
- Essential (Claude Desktop, no code)
- Claude Code Skills
- Co-Work Pattern
The organizing framework for the whole video — separates no-code accessible skills from CLI-power skills, with a meta-pattern that applies to both.
Steal for Any listicle or course structure where you want to segment by skill level without alienating either end of the audience
13:16
concept
learnings.md pattern
Add a learnings.md file alongside any skill. One line in the skill reads it first. Claude logs corrections after every run. Skills accumulate institutional memory instead of resetting.
Steal for Any repeating Claude workflow Joe has — dictation corrections for JoeFlow, content formatting prefs for MCN, output standards for Batch templates
02:46
concept
Test-Before-You-Commit (Skill Creator's side-by-side eval)
After building a skill, Skill Creator auto-runs it and the non-skilled equivalent side-by-side. If the skill doesn't improve the result, you know before committing.
Steal for Any A/B prompt evaluation workflow
Lines you could clip.
00:42
"Most are broken, outdated, or just system prompts with a fancy name."
02:46
"That step is the difference between a skill that works and a skill that you think works."
08:40
"By default, you are the QA department."
15:00
"That's not a prompt. That's institutional memory."
15:21
"A skill is just a tool. A tool you never improve is just clutter."
15:57
"The difference between a calculator and a full-on computer."
How they spent the runtime.
Hook length46s
Info densityhigh
Filler5%
Things they pointed at.
How they asked for the click.
15:59
link
"Every install link is down in the description below in the free Skool community."
Soft close — no pressure, purely additive. Community CTA was also seeded at 01:08. Clean execution, not pushy.
Word for word.
HOOK opening / re-engagementCTA the pitch metaphor analogy
00:00HOOKSo most people use Clawd in the most basic way that you can imagine. They open up a chat, they type in a prompt, they get an answer, and then what do they do? They repeat it. And that's basically it. They never actually go deeper, but Claude is actually capable of so much more than that, and most people have no idea. With Claude skills, you can catch bugs before you even see them. You can keep your sessions clean for hours and you can make Claude behave exactly the way that you needed to for a specific situation.
00:33HOOKAnd the best part is it gets smarter every time you use it. There are now thousands of Claude skills and I have tested more than 250 of them. Most are broken, outdated, or just system plumps with a fancy name. But buried inside that mess are nine skills that represent a completely different way of using Claude. So I'm splitting them into three categories for today's video. Essential Claude skills that you can use right now, Claude code skills for building, and also one co work pattern that ties everything
01:08together. This is gonna be a fun one. Don't forget to check out the three score community down in the description below. But right now, let's get into it. So we are starting off with category number one and that is the essential Claude skills. So these work in Claude desktop. There's no terminal, no code needed. Just upload a zip file through customize and you are set. So let's get into skill number one and that is skill creator.
01:33This is our first skill and it's basically something that sounds pretty funny, but it actually solves most of your problems. This is one that is built for beginners. But ironically, it's one of the most overlooked skills that you will find anywhere. Not because it's hard to find, I mean, it's actually pre installed, but most people just never think to actually use it first. So you don't need to download anything, just open up Claude desktop and then go to any tab in Claude and then just type in this prompt. I want to create a skill using slash
02:04skill dash creator. Just type that in. And here's the problem that most people actually run into. They have a workflow that they just repeat about three, four, five times a week. I mean, it's the same instructions, the same format, the same corrections, and every time they start a new chat, they explain it all over again from scratch. Skill Creator actually lets you turn that into a reusable skill in just a few minutes. You describe what you want the skill to do, and then Claude actually interviews you with a few questions just to basically, like, nail down all of the details, and then it builds the full skill dot m d file for you, and there's no markdown editing. It's just a pure conversation.
02:46But here's the part that nobody actually shows. After it builds the skill, it automatically generates test cases with the skill active and also without the skill. So you can actually see the output side by side. So if the skill doesn't actually improve the result, then you know before you ever even commit to using it. That step is .
03:11I mean, most people skip it, so I'm telling you don't. Now we get on to the second skill and that is prompt master. So this one is on GitHub. All you have to do is basically just go and search for prompt master by n dash I dash d dash h dash I dash n dash j dash s. And then what you do is you download the repo as a zip file, and then you go over to Claude, you open up the sidebar, and then you click customize and then skills, and then upload a skill, and you are done. So here's the problem. Now most people plant Claude with messy brain dumps. It's always long. It's unstructured,
03:50and it's basically just full of vague instructions. And for simple tasks, that is fine, but for anything that's complex, the the output quality drops pretty fast and it's noticeable.
04:02So prompt master actually takes whatever you throw at it and it turns it into a structured optimized prompt according to the best practices. It detects which AI tool the prompt is for, it extracts your intent across nine dimensions, and it asks a maximum of three clarifying questions if something critical is missing from all of this, and it delivers one clean prompt that you can simply just copy and you can use.
04:29It works with over 30 tools Claude, ChatGPT, Cursor, Midjourney, Stable Diffusion, you name it, all of it is there. But the real power is using it inside Claude itself. You write your messy brain dump, you add, use the prompt master skill on this one and then Claude actually rewrites it before processing. One extra step but dramatically
04:52better outputs. Now here's a quick pro tip, you can actually add this to your general instructions inside Claude desktop settings so it auto enhances on every complex prompt. You never have to think about it ever again. Now that takes us perfectly into skill number three and that is the fact checker. So multiple versions of this exist. The easiest one is to grab from Daymaid's Claw Code Skills repo on GitHub and all you do is just download, zip, upload through, customize, and then it's basically the same process that we discussed before. The AI generates confident sounding text. So sometimes it is wrong and if you're putting a name on it like a LinkedIn post, a script, or a client deliverable,
05:31then wrong is basically a huge problem. So this skill runs a systematic fact verification pass on every or any text that you give it. So it reads every factual claim and it cross references against external sources using web search and it gives you a report like what's confirmed, what's unverifiable, and what what's flat out false. So I use some three things, anything AI generated that goes out publicly, so my own video outlines before I film and other people's content when I want to check if what they are claiming holds up. Now here's another pro tip for you, Once you have it installed, just add a step to your writing skills that runs the fact checker automatically before giving you the final output.
06:15You stop the problem before it even reaches you. Now we go on to skill number four and that is the humanizer. Grab this from Blader's humanizer repo on GitHub, download it as a zip and upload through customize and takes about thirty seconds, and this one is pretty straightforward. It removes the signs of AI generated writing from any text that you give it, and you should be running this on anything AI generated that other people are going to read over. It's based on the Wikipedia's comprehensive signs of AI writing guide and it detects 25 specific patterns, inflated symbolism,
06:52promotional language, m dash overuse, and I know you know what I'm talking about, and also the rule of three AI vocabulary words like leverage
07:02and streamline, all those vague attributions and the filler phrases, all of those things that make the AI text feel like an AI text.
07:13But here's what makes this one better than just telling Claude to make it sound more human. If you give it a sample of your own writing, then it actually analyzes your sentence rhythm, your word choices, your quirks, and then applies those to the rewrite instead of producing generic clean output. I run this on LinkedIn posts, client emails, onboarding docs, community guides,
07:36anything that goes out with my name on it. And if you use writing skills like LinkedIn writer or a newsletter skill, add a humanizer as a final step so that it runs automatically before you see the output. That's only gonna give you the best results. Now we are moving on to category number two and that is the Claude code skills. So those four work in any Claude chat.
08:01But if you use Claude code, then the next four skills operate at a completely different level. For skill number five, I have a powerful combo of playwright and superpowers. This combines two skills. Playwright is an official Anthropic skill, so you can find it in the Anthropic skills repo on GitHub, and Superpowers is from Obera's GitHub repo. So you can install both through the plug in marketplace in the code tab, and you'll need Playwright installed
08:31on your machine. Super important. Everyone shows Claude writing code, but nobody actually shows Claude testing the code that it actually just allowed. Claude bolds you a web app, and it looks right, but did it test the sign up flow? Does the button work on mobile? You don't know. By default,
08:52you are the q and a department. Playwright handles the testing side. Once active, Claude navigates your local app like a real user. It clicks through flows, it fills out forms, it captures screenshots at every step, and it reports back exactly what broke. But superpowers takes it even further. It forces Claude to plan before it codes, write tests before it ships, and it even reviews its own work before you ever see it. So instead of Claude building something
09:23and testing it after, it's building with quality gates baked into every step. Now the moment that actually sold me on this was that Claude built a simple app. It planned the architecture first, it wrote tests alongside the code, and then it then played right to verify everything end to end. And it found a button that was technically there but visually hidden on screens under 400 pixels wide. That's the kind of bug that reaches your users if nobody
09:53catches it first. Now we have to go to skill number six and that is Septum Agents Pack. So this is going to take you to the next level. Most people using Claude Co do everything with one agent in one context window. By default,
10:09you are the QA department. That's like hiding one person to be your architect, your lawyer, your CFO, your marketer, and your QA tester all at once.
10:20This skill drops a full name team in your project in just a single move. 10 specialized sub agents each with a name and a role. Atlas handles the planning, Luca handles the architecture, Canon handles the brand, Amber handles the marketing, and Telly handles the finance, Nova handles the design, Ward handles the legal side, and Meta handles the customer experience. And then on top of that Juno handles the research, PIP handles the coordination,
10:51so you genuinely have an entire team. In practice, you are building a new feature. You ask Claude to use Atlas to plan it out and then Ward to check for the legal issues and then Tally to estimate the costs. That's three perspectives. That's three areas of expertise in just one project.
11:11You never have to re explain context before each agent reads from the same project files. Now the original Septum Agents pack costs about $49, but I built my own free version that does the exact same thing, and you can actually grab it in the free school community. The link is down in the description below. Now for skill number seven, and that is the view, and this has to be one of the most underrated skills.
11:35Claude writes code, but it doesn't really view its own work unless you tell it to. You type in slash review after any bold and then Clawd actually checks for bugs, edges, cases, security issues, and design problems all for you. The stuff a careful human reviewer would catch and you can actually use it as your last step before merging anything. So it runs locally, it costs nothing extra, and it catches things that Claude missed the first time around. But did you know that you can actually do a security review directly
12:08in code? All you have to do is just type in slash security dash review and you can see a review of the pending changes on your current branch. Now let's discuss skill number eight and that is context and compact. Now every tool under Claude dumps raw data into your context window. So after about thirty minutes of real work, half your window is noise and when it fills up, then Claude auto compacts and it forgets what it was doing.
12:36HOOKSo slash context shows you what's eating your window up right now and slash compact lets you compress it on your own terms instead of letting Claude decide randomly. So the habit that you're going for here is you wanna run context every twenty minutes and then when you hit 60, you run compact with a focus like compact focus on auth module and then your sessions run longer and then Claude stops forgetting and you stop wasting prompts at explaining things that you really don't need to. So that was category number two and that was basically just the code skills. Now we are getting into category number three, and that is the co work pattern. Okay. And let's start off with skill number nine, and that is self improving skills.
13:18HOOKSo we are wrapping up our list, and we have our final learning dot m d pattern. So this is the one that I tell you to implement today because it's so important and that's basically if you only if you only had to take away one thing from this video. Now there's no install needed. This is just a pattern that you apply to any skill that you already have and you just create a file called learnings dot m d alongside your existing skill file and then you add in one line to your skill that says before running the learnings dot m d. And here's why. You build a skill and it works okay, but it makes the same mistakes every time. You correct it and then the next run and it's just the same mistakes. The learnings dot MD pattern fixes this for you. So after every run, Claude logs what worked, what didn't, and what you corrected. They did specific scope to that skill. So the next time the skill runs, it divides those notes first and the skill actually compounds.
14:18So I run a writing skill on day one, and then the output is decent but generic. You corrected and then the intro was too long, the headlines needs a number, the client hates passive voice, those corrections go into learnings.md.
14:35And by then five, the skill has internalized all of that. The learnings file from one of my content skills says something like headlines with numbers
14:46consistently outperformed, intro paragraphs over 80 words flagged as too long by client, avoid the word leverage. Client has specifically rejected this three times. And that's not a prompt.
15:00That's institutional memory. That single change turns any static skill into a system that learns your preferences over time.
15:12And here's the thing that nobody says out loud about Claude skills. Installing a skill does not make you better at using Claude. A skill is just a tool. A tool that you never improve is just clutter. The one pattern that separates every skill on this list from everything else that you've installed is the learnings file.
15:35CTANot because it's the most impressive skill, but because it's the only one that gets better the more you use it. Every correction that you make, every preference that you log, every mistake that Claude repeats and you catch, that all goes in and it compounds over time. Now that's the difference between a calculator and a full on computer. So that is all nine skills and every install link is all down in the description below in the free school community. Go and check it out and I will catch you on the next one.
— full transcript
§ 05 · For Joe
The one pattern that makes everything compound.
Steal this for your own skills
learnings.md is a free, one-file upgrade that turns any static skill into a system that gets smarter every time you use it.
- Add learnings.md alongside every skill in ~/.claude/skills/ — it costs two minutes and zero installs.
- Add one line at the top of each skill: 'Before running, read learnings.md and apply logged corrections.'
- After each run, have Claude append what it got wrong and what you corrected — scoped to that skill, not a general note.
- The Playwright + Superpowers combo is the most actionable for JoeFlow solo dev — it catches visual/responsive bugs that only show up when a real user navigates the app.
- The Septim sub-agent structure maps directly to Joe's Batch/Chef orchestration: named roles, shared project context, no re-briefing between calls.
- Prompt Master's approach — detect tool, extract intent across 9 dimensions, max 3 clarifying questions — is a clean framework for structuring JoeFlow's rewriter prompts.
§ 05 · For You
How to actually get more out of Claude.
If you use Claude daily
The biggest unlock isn't a new skill — it's teaching Claude to remember your corrections so it stops making the same mistakes twice.
- Create a learnings.md file in any folder where you run Claude regularly. Tell Claude to read it before responding.
- After each session, paste your corrections in and ask Claude to log them. You'll notice improvement within a week.
- If you write anything with AI, run Humanizer on it before publishing — feeding it a sample of your own writing makes a visible difference.
- Use Fact Checker before posting anything AI-generated publicly — wrong confident-sounding claims are the fastest way to lose credibility.
- If Claude keeps forgetting what it was doing mid-project, type /compact and describe what you're focused on — it resets context without losing the thread.
