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Claude Opus 5: The Best Opus Yet, Once You Heal It

Anthropic was proud of removing 80% of instructions. This model needs more of them. The eight blocks that made Opus 5 the best Opus I have used.

Paweł Huryn's avatar
Paweł Huryn
Aug 10, 2026
∙ Paid

At first I loved Opus 5.

On July 24, Anthropic put it at the top of nearly every test they publish:

Anthropic's own evaluation table for Claude Opus 5, July 24, 2026.
Anthropic's own evaluation table for Claude Opus 5, July 24, 2026.
ARC-AGI-3 measures novel problem solving. Opus 5 scored about three times the next best model.
ARC-AGI-3 measures novel problem solving. Opus 5 scored about three times the next best model.

But then I used it for a few days. The more I worked with it, the less I liked it.

And it’s not just me. For example:

X avatar for @kimmonismus
Chubby♨️@kimmonismus
I'm going to cancel Claude. It's just so bad, I can't believe it. It's just lazy. The most recent example: I have Claude check my inbox for important emails, summarize them, work with them, and send out replies if necessary. I caught Claude again simply not reading the email
7:45 PM · Aug 4, 2026 · 2.5M Views

2.02K Replies · 566 Reposts · 16.4K Likes

My timeline has looked like this for two weeks. “Cancel the subscription.” “Bring back 4.6.” “Anthropic broke it.”

The closest thing to advice out there is this:

X avatar for @mattshumer_
Matt Shumer@mattshumer_
Claude Opus 5 is way better than people give it credit for. If you're using it like previous Claude models, it's going to suck. Two things make a huge difference: - Delete ALL your skills/MCPs/Claude.md/etc. Start fresh. - Stop telling it how to do the thing. Just say what you
5:15 PM · Aug 7, 2026 · 761K Views

472 Replies · 100 Reposts · 2.46K Likes

Right diagnosis, half a prescription. “Delete everything” and you also delete the half no model can guess: your preferences, the decisions you already made, the strategic context.

Here is what I think happened:

  • Anthropic removed 80% of Claude Code's system prompt and was proud of it. I measured the cut: 2,686 words down to 514.

  • As Kun Chen explained, Anthropic also pushed reinforcement learning too far toward long jobs. It was trained to work without you, so it stopped working with you:

X avatar for @kunchenguid
Kun Chen@kunchenguid
opus 5 is a sign that the obsession with “long-horizon agents” in model training is finally backfiring i don’t like long-horizon agents, and i’ll explain why they fundamentally don’t work some people will immediately jump out and say “skill issue”. well, show me one profitable
8:55 PM · Aug 9, 2026 · 118K Views

132 Replies · 117 Reposts · 1.35K Likes

Both mean this model needs more instructions, not fewer.

Luckily, you can heal it.

I never switched away from Opus 5. Every time a failure repeated, I wrote the rule that stopped it, then kept working. After two weeks, eight blocks survived.

With them, Opus 5 is the best Opus I have used by a large margin.


1. Act. Don't Ask.

The failure: Opus 5 stops to ask for permission when the decision is obvious.

It pauses mid-task to ask whether it should follow the naming convention visible in the folder it just read. Or it finishes real work and ends with "want me to also update the documentation?" I got that exact ending five times in one session.

A block you can copy and paste into your CLAUDE.md:

## Act. Don't ask.

Reversible and cheap? Do it, then tell me. Research, data pulls, analysis,
drafts, refactors inside the scope I gave you, testing an API. A question costs
me more than a re-run costs you.

Ask first only for: anything reaching an audience, anything we cannot undo,
anything expensive.

Before you hand something back as blocked, try it. Read the API. Check the flag.
Run the command. "Can you do X?" when the answer was yes wastes a round trip
and buys nothing.

Something is broken? Fix it. Reporting an issue you could have fixed turns your
work into my to-do list.

That last paragraph came from a morning when it turned out that my X scheduled job had been failing for days. The agent reported it, and waited. I reacted 2 days later. The fix was one command.


2. A Question Is a Question

The failure: you ask a question and Opus 5 starts changing things. Like a psychopath.

I ask "how could we improve this?" and it starts rebuilding a feature.

## A question is a question

When I ask a question, answer it. Do not implement it.

"Why is this failing?" is not "make it stop failing."
"Should we use X?" is not "migrate everything to X."
"What would it take to add Y?" is not "add Y."

When in doubt, assume it is a question. Answer first. Act when I say go.

Full freedom about how. None about what.

3. Done Means Done

The failure: it does four of the five things you asked, then reports done. Until you ask “everything?”

## Done means done

Done means done. Not half done. Not done except for the part you decided to skip.
And not a report about how it will be done.

Five things asked means five things delivered, no matter how long they take.
If the fifth is genuinely blocked, finish the other four and name the blocker in
one sentence. The specific blocker. Not "this needs more investigation."

"I'll continue in the next message" is not a state this project has.

🔒 Thanks for reading. 5 more blocks left. Consider upgrading to continue and support my work.

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