शैडोइंग अभ्यास: How to actually force Claude Code to use the right CLI (don't use CLAUDE.md) - वीडियो के साथ अंग्रेजी बोलना सीखें

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One of the most common questions I get about agents

and about claw code is how do I force it to use the right CLI command?

How do I force it to adopt my workflow instead of the workflow that it knows best?

For instance, how do I get it to use PNPM instead of NPM?

How do I get it to call this wrapper script that we wrote instead of calling the thing directly with NPX?

How do I prevent it from using certain commands and only allow it to use other commands?

If you're interested in these kind of questions, this is the stuff that I answer on my newsletter.

I'm working on a Claude code course right now for real engineers, not Vibecoders.

So if you dig that stuff, the link is down below.

The first thing that you probably think about

when you think about steering Claude in one direction but not another is to put information in a Claude.md file.

In other words, to proactively tell it to use PNPM, not NPM.

Now, this will be pretty effective most of the time, especially if like this, you have a Claude.md file that is nearly empty apart from that one instruction.

However, in various places, including in the previous video I just posted, I've advocated almost always deleting your claw.md.

Because if you think about it, this instruction here is only relevant for certain tasks, and putting it in claw.md makes it global for every action that you're going to do in the repo.

LLMs have an instruction budget

that you can really only put about 500 instructions in before it starts getting less

and less powerful and more and more confused.

And we want our LLM thinking about the complicated plans and the implementation that it's going to put together, not having irrelevant instructions about using NPM or PNPM.

And the final thing that makes me uncomfortable about this is the fact

that it's not a deterministic way of preventing a command.

For instance, we may want to disallow it from running destructive commands.

For instance, we never want it to git push.

These kind of negative instructions to the LLM are really bad,

I think, because they burn instruction budget in something that we're not actually using the instruction budget to prevent deterministically.

By adding this, we're reducing our chances of running git push or reducing our chances of running NPM, but we're not preventing it.

So instead, I'm going to show you an approach that prevents it deterministically and guides the LLM towards the correct solution.

The way to do this is via Claude Code hooks.

Hooks allow you to run deterministic code at certain points during Claude Code's execution cycle.

When one of these events fire, all matching hooks run in parallel.

So for instance, you can run a hook when the session starts.

You can run a hook when a permission dialogue appears to automatically approve things.

The one that we're interested in is pre-tool use before a tool call executes can block it.

Our plan here is to use this pretool use hook to before it calls npm to use pnpm instead.

And the cool thing about this is that Claude code already knows how to do this.

And I've actually prepared a prompt inside this file to take the Claude.md, turn it into deterministic hooks, and then put those hooks into your project.

Here's what it looks like.

Take the instructions in your Claude.md file, turn them into deterministic Claude code hooks in this project directory.

Not Once all the instructions will be deterministic, only do the ones you can, such as instructions to use one CLI command over another or disallowing certain CLI commands.

Use separate bash scripts for running the hooks, in other words this is its own .sh file and it gives some syntax here for how to construct that.

This is directly lifted from the Claude code docs.

And then finally below here, first confirm with the user which hooks will be created,

second implement the hooks, third provide the user with instructions on how to test the newly created hooks.

I'll include this in an article which is linked below for you.

So I'm going to copy and paste this, I'm going to go into a fresh Claude Code session here, I'm going to zoom up the terminal a bit, I'm going to paste it in and see what happens.

Alright, it's given me two options here.

It says there are two rules that can be enforced deterministically, block NPM commands or block git push.

Now I've actually it already got some git push blockers in my global setup so I'm just going to say, yeah, do the npm one only.

So that sounds good.

Let's run this and see what happens.

So it's now given us something to review.

It's given us a nice version of the bash command that we saw earlier, except it just checks if it's npm.

Crucially it's checking if the command starts with npm as a command.

It echoes use pnpm not npm and then it exits with an exit code of 2.

So that is looking good to me.

Let's accept that.

It's then going to make it executable by running chmod plus x, so I'm happy with that.

It's then created the configuration inside settings.json here, where we've got now hooks, which is a property on the settings, pretool use, which is the one we saw earlier.

It's matching any bash tools here.

And then when it matches any bash tool, it runs this command, block npm.sh.

So that looks good to me.

We're in a good spot.

And it's now appearing to verify that the hook works in line.

I'm just going to try and run this to see what happens.

And you can see here just up there it said blocked use PNPM not NPM.

So we're definitely getting somewhere.

And finally it's given us some instructions here to test it.

To restart claw code in this project try asking it to run something like NPM install foo.

Alright the first thing I'm going to do is actually remove the instruction from claw.md here.

And then we're going to pull open a fresh clawed code instance

and we're going to say npm install let's say React query.

Okay, let's give it something kind of juicy.

And we can see that the pre-tooled use here,

it said bash hook error blocked use pnpm not npm and now it's running pnpm install tanstat react query instead.

So that's it.

We have prevented one command and we've automatically steered it to use another command.

And crucially we've managed to kill an instruction inside our global clawed.md file.

This is what I love so much about this approach.

You get to take instructions out of your instruction budget and enforce them deterministically.

This means that the instructions that we have in clawed.md, they are available just in time.

They get to hover in the background until clawed actually progressively kind of discovers them.

And this idea of these rules just being enforced just in time, you can take this and apply it to lots of different things.

For instance, I've been turning my style rules, like I really hate positional parameters in functions, and turning them into ESLint rules so

that I can lint Claude into the right thing without needing to warn it or instruct it.

So creating these feedback loops for Claude is so, so powerful.

Now if you dig this, then this and all of my ideas are going to be in my newsletter, so you never miss a trick.

And the link for that is below if you want to click it and sign up.

But thank you so much for watching.

I've been having a blast making these videos and discovering lots of new ideas about Clawed.

What else do you think you can do with Hooks?

What else do you want to see me cover with Clawed Code?

And now of course Clawed is not the be all and end all, right?

Like I'm pretty keen to try out other coding agents too.

And the Hooks idea is not exclusive to Clawed too, so you can take this knowledge and probably take it to Codex or whatever you're using.

But anyway, that's enough rambling.

Thanks for watching and I'll see you in the next one.

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इस वीडियो के साथ बोलने का अभ्यास क्यों करें?

यह वीडियो अंग्रेजी बोलने का अभ्यास करने के लिए एक उत्कृष्ट संसाधन है। इसमें तकनीकी प्रक्रियाओं की व्याख्या की गई है जो न केवल बोलने की क्षमता को बढ़ाने में मदद करती हैं, बल्कि आपके आत्मविश्वास को भी मजबूत करती हैं। जब आप इस वीडियो में बताए गए तरीकों को बोलकर अभ्यास करते हैं, तो आप जटिल वाक्य संरचनाओं को अपने मौखिक भाषा कौशल में शामिल कर सकते हैं। शैडो स्पीच तकनीक का उपयोग करते हुए, आप वास्तविक संवाद के माध्यम से अपनी भाषा की धारिता में सुधार कर सकते हैं। दर्शक की तरह ही आपकी सक्रिय भागीदारी आपको अंग्रेजी में धाराप्रवाह बनने की दिशा में एक कदम और बढ़ाएगी।

व्याकरण और अभिव्यक्तियाँ संदर्भ में

इस वीडियो में कुछ महत्वपूर्ण वाक्य संरचनाएँ और अभिव्यक्तियाँ हैं जो अंग्रेजी बोलने के अभ्यास में सहायक हो सकती हैं:

"How do I force it to use the right CLI command?" - यह संरचना आपको प्रश्न पूछने का सही तरीका सिखाती है।
"This will be pretty effective most of the time." - कार्य किए जाने के संभावित परिणामों पर चर्चा करते समय यह अभिव्यक्ति प्रयोग करें।
"It’s not a deterministic way of preventing a command." - इस प्रकार की जटिल व्याख्या से आप कठिन अवधारणाएँ समझ सकते हैं।
"By adding this, we're reducing our chances of running git push." - यह उदाहरण दिखाता है कि कैसे आपको अपने लक्ष्य को प्रभावी ढंग से व्यक्त करना चाहिए।

सामान्य उच्चारण ट्रैप

इस वीडियो में कुछ कठिन शब्द हैं जिनका उचित उच्चारण करना महत्वपूर्ण है:

deterministic - इस शब्द में 't' और 'n' का उच्चारण सही तरीके से करना चाहिए।
commands - इस शब्द में उच्चारण में ध्यान दें कि इसे 'कमान्ड' के रूप में नहीं, बल्कि 'कमांड्स' के रूप में उच्चारित किया जाता है।
approve - यहाँ ध्यान दें कि इसका उच्चारण 'एप्रूव' के बजाय 'एप्रूव' करना होता है, जिससे आप इसे सही ढंग से बोल सकें।

इन शब्दों का सही उच्चारण करने से आपके अंग्रेजी शैडोइंग कौशल में सुधार होगा, जिससे आपके बोलने की दक्षता भी बढ़ेगी।

इस वीडियो का व्याकरण

वक्ता जिन संरचनाओं का सबसे अधिक प्रयोग करता है, वीडियो के असली शब्दों के साथ:

संरचना	वीडियो में
Present perfect continuous have/has been + -ing — पहले शुरू हुआ काम जो अब भी जारी है	I've been turning · I've been having
Passive voice be + past participle — ज़ोर इस पर कि क्या होता है, न कि कौन करता है	is directly lifted · will be created · is linked
Present perfect have/has + past participle — बीता हुआ काम जिसका असर अभी भी है	I've advocated · I've actually prepared · have prevented
Relative clauses who / which + उपवाक्य — व्यक्ति या वस्तु के बारे में अतिरिक्त जानकारी	article which is · hooks, which is

शैडोइंग तकनीक क्या है?

शैडोइंग (Shadowing) एक विज्ञान-समर्थित भाषा सीखने की तकनीक है जो मूल रूप से पेशेवर दुभाषिया प्रशिक्षण के लिए विकसित की गई थी। विधि सरल लेकिन शक्तिशाली है: आप मूल अंग्रेज़ी ऑडियो सुनते हैं और तुरंत इसे ज़ोर से दोहराते हैं — जैसे वक्ता की छाया 1-2 सेकंड की देरी से। शोध से पता चलता है कि यह उच्चारण सटीकता, स्वर, लय, जुड़ी हुई ध्वनियाँ, सुनने की समझ और बोलने की प्रवाहशीलता में काफ़ी सुधार करता है।

शैडोइंग तकनीक: पूरी चरण-दर-चरण गाइड पढ़ें →

शैडोइंग अभ्यास: How to actually force Claude Code to use the right CLI (don't use CLAUDE.md) - वीडियो के साथ अंग्रेजी बोलना सीखें

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इस वीडियो के साथ बोलने का अभ्यास क्यों करें?

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सामान्य उच्चारण ट्रैप

इस वीडियो का व्याकरण

शैडोइंग तकनीक क्या है?