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Brought to you by Jellypod AI.

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Have you ever actually opened your
project's CLAUDE dot md file after six months of

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active building?

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It is like walking into an attic full of
old holiday decorations you forgot you

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owned.

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Oh, spot on mate.

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You find all these bizarre prompt hacks
from last year, right?

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Like, yelling in all caps, or telling the
model to take a deep breath before

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answering.

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And you just keep piling them on top of
each other.

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Right!

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But all that accumulated cruft actually
degrades model attention.

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It eats up precious context tokens and
confuses newer models that do not need those

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old tricks anyway.

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Which brings us to the brand new Claude
Code version two point one point two hundred

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eighty three release.

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Yeah, Anthropic just dropped a really
handy diagnostic tool in this release,

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didn't they?

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Slash doctor prompt audit.

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Or you can run slash checkup prompt audit.

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Exactly.

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It parses through your entire workspace.

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We are talking CLAUDE dot md files, custom
skills, subagents,

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commands in dot claude slash rules, all of
it.

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And it searches specifically for prompting
patterns that were written for older

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models.

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Wait, so it, it, it actually flags stuff
like broken file paths and dead CLI

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commands too?

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Yes!

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Stale paths, commands that do not exist
anymore, and contradictory rules.

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Like if one instruction file tells Claude
to always use typescript and another file

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in a subfolder says stick to plain
JavaScript.

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That is brilliant.

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I can't tell you how many times I have
chased my own tail because two instruction

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files were quietly arguing with each other
in the background.

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So, um, how does the audit report actually
present all this?

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When you execute slash doctor prompt
audit, it prioritizes the big stuff right at

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the top.

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The report leads with stale paths, stale
commands, and contradicting instruction

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files.

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But here is the smart part, it preserves
documented thinking keywords that newer

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reasoning models still rely on.

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Ah, okay, so it is not just nuking
keywords blindly.

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It gives you a clean remediation list
without automatically deleting your files

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without permission.

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Precisely.

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It tells you what is outdated, why it is
problematic, and leaves the actual cleanup

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decision in your hands.

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That is a relief.

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No rogue agent wiping out custom rules
while you grab a coffee.

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Now, what else came in two point one point
two hundred eighty three?

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I heard there were some nice enterprise
and terminal quality of life updates.

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Yeah!

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If you run an enterprise LLM gateway,
there is a new environment variable setting,

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CLAUDE CODE GATEWAY HINT HEADERS equals
one.

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That injects an x claude code prompt id
header into request hint headers.

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Wait, so the gateway can group all the
underlying API requests that serve a single

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user prompt together?

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You got it.

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Makes tracking, logging, and cost
attribution across multi turn tool calls way

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easier for infrastructure teams.

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Man, that is huge for platform engineers.

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And on the terminal UI side, they finally
fixed list navigation!

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Oh man, the UI pickers!

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Commands like slash mcp, slash tasks, and
slash rewind now support page keys,

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mouse wheel scrolling, and direct clicks.

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Finally!

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No more arrow keying through fifty tasks
one by one like it is nineteen ninety five.

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A proper scroll wheel support in the
terminal feels like magic.

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So if your prompt files have been feeling
a bit bloated lately,

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run slash doctor prompt audit on your
codebase today and clear out the cobwebs.

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Good chatting Lachlan!

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Yeah, good chat mate.

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See ya.

