Full Transcript

·YouTLDR

How to use Claude Goal. Best practices, how it works, and why you need it!

6:56330 summary words · ~2 min readEnglishTranscribed Jul 26, 2026
Summary

Claude Goal automates coding tasks with adversarial verification, saving time and reducing bugs by ensuring goals are met through independent review and continuous work.

It eliminates task hallucination and laziness in AI coding, ensuring reliable completion of complex projects.

Section summaries

0:00-0:20

Intro / Sponsor

skip

The video opens with a hook about the new Claude Goal command, emphasizing its time-saving and bug-catching benefits. The speaker outlines the problem of AI hallucination and laziness, positioning Goal as a solution.

  • Goal solves AI task completion issues
  • Adversarial review is a key feature

Intro is promotional and lacks actionable steps.

0:20-2:55

Explaining Claude Goal’s Mechanics

watch

The speaker details how Goal works: a primary Claude instance sets tasks with verification criteria, while a secondary instance reviews results. The process requires a memory system to retain project context.

  • Goal uses two Claudés for verification
  • Memory system is foundational

Core mechanics and setup steps are critical for implementation.

2:55-5:49

Memory System and Iterative Workflow

watch

The speaker stresses the need for a long-term memory system (e.g., Obsidian) to store project plans. Users should iteratively submit two tasks at a time via the goals command, allowing Claude to adapt as the project evolves.

  • Memory system is non-negotiable
  • Submit two tasks per iteration

Actionable steps for implementation are detailed here.

Key points

  • Autonomous Task Completion — Claude Goal lets Claude Code work independently until a task’s goal is verified by a separate instance, preventing premature completion claims.
  • Adversarial Verification — A second Claude instance reviews results independently, catching errors the primary instance might miss.
  • Long-Term Memory System — Claude requires a memory system to retain project plans, goals, and context for accurate task execution.
  • Iterative Task Breakdown — Users should submit two tasks at a time with verification criteria, allowing Claude to adapt as the project evolves.
Having an independent instance of Claude do an adversarial review is one of two reasons why goals is so powerful. Speaker
Claude will keep working at completing and verifying your goals independently until the independent Claude session claims the goal is achieved. Speaker

AI-generated from the transcript. May contain errors.

0:00

Hey Claude Code users, here's the best

0:01

tip you'll receive today on coding with

0:03

Claude. Anthropic just released a new

0:04

goal {slash} command in Claude Code and

0:06

it will significantly improve your AI

0:08

coding if you start using it properly.

0:10

I'll explain exactly why you want to use

0:12

it and I'll show you exactly how to use

0:14

it and I promise this will be a tool you

0:16

will happily use daily because it's

0:18

about to save you so much time and catch

0:20

bugs in your coding before they ever

0:23

exist. So, really quick, what is goals?

0:26

This is a new command that gives Claude

0:27

Code the ability to autonomously operate

0:30

on completing your coding tasks and

0:32

Claude will keep working on a task until

0:34

the goal of that task is achieved. In

0:37

order to know if Claude achieved that

0:39

task goal, he'll run a separate

0:41

independent Claude session who will

0:43

review the results to ensure the goal

0:45

was met rather than simply having your

0:48

primary Claude say that it's done. And

0:50

guys, this is massive and solves a major

0:53

problem which is Claude hallucinating

0:55

that he finished the task or worse,

0:57

Claude just wants to be lazy and never

0:59

actually completes the task at all even

1:01

though he says he does. Having an

1:02

independent instance of Claude do an

1:04

adversarial review is one of two reasons

1:07

why goals is so powerful. The second big

1:10

reason is this, Claude will keep working

1:12

at completing and verifying your goals

1:15

independently and autonomously until the

1:17

independent Claude session claims the

1:20

goal is achieved. So, think of something

1:22

like Ralph Loop but way more intelligent

1:24

and with an adversarial code review

1:26

process. All right, so here's how you

1:28

use it. First, make sure you're using

1:31

the latest version of Claude Code. Just

1:33

tell Claude, "Please update Claude Code

1:35

CLI to its latest version." When it's

1:37

done, exit Claude and log back in and

1:39

now you'll see the goal {slash} command

1:41

as an option. Second, make sure you

1:43

either have auto mode turned on or

1:45

bypass permissions on in your terminal

1:47

so Claude doesn't ask you a million

1:49

questions and instead just gets to work.

1:51

Third, before you just give Claude some

1:53

random goal, you need to give it two

1:55

things. One, a clear task on what you

1:58

want it to build, fix, debug, refactor,

2:01

etc. And two, you've got to give Claude

2:04

clear criteria on how to verify if the

2:07

task was complete. So, if after hearing

2:09

that, if that gives you some anxiety and

2:11

you're saying, "How am I going to give

2:13

Claude an exact task? Or how am I going

2:16

to give it exact verification criteria?

2:18

How do I even know how to do that?"

2:20

Follow these steps and Claude will

2:22

actually do all of it for you with crazy

2:24

good detail. Now, here's the secret and

2:26

let me emphasize this. Let me emphasize

2:29

this. This is the most important part of

2:31

the process. So, do not fade out now.

2:34

Pay close attention. You need to first

2:36

go through a detailed planning phase

2:38

with Claude on your project. You need to

2:40

ensure that Claude has taken your

2:42

brainstorming ideas, broken them down

2:44

into independent phases and tasks, and

2:47

then logs your plan in his long-term

2:49

memory, which, if you don't currently

2:51

have a long-term memory system to help

2:53

Claude remember your detailed plans,

2:55

watch to the end of the video and I'll

2:57

tell you how you can easily and quickly

2:59

build a world-class memory system today

3:02

before you start fumbling around with

3:04

this process because you need a good

3:06

memory system for Claude to know exactly

3:08

what he's supposed to be doing, how to

3:10

break it down into atomic tasks, and how

3:12

to create verification so he can achieve

3:15

your goals properly. Okay, so now that

3:18

your plan is done, it's saved, simply

3:20

ask Claude the following prompt and I'll

3:22

post this prompt in the description of

3:24

the video. Here's the prompt. Give me

3:26

the next two tasks from our project

3:28

plan.

3:29

Include verification criteria to ensure

3:33

each task is completed and working. And

3:35

do not exceed 3,500 characters for any

3:39

single task plus verification list. The

3:41

last part about the 3,500 characters,

3:43

it's actually really important because

3:45

goals cannot be more than 4,000

3:47

characters. And the reason I use 3,500

3:49

characters is that I often find that

3:51

Claude doesn't count characters

3:52

accurately. So, give him a 500 character

3:54

buffer. Claude will reply with task one

3:57

and task two along with verification

3:59

criteria. Then go back into Claude code,

4:02

use the {slash} goals command, and paste

4:04

your task and verification criteria, and

4:07

watch Claude start working

4:08

independently. He will work until the

4:11

tasks are independently verified and

4:13

working. Now, one thing you might ask

4:14

is, "Why do you only ask Claude for two

4:17

tasks at a time? Why not ask him for the

4:19

plan's complete task list and go from

4:21

there?" And you certainly can do that if

4:24

you want to, but my recommendation is

4:26

just go two and at most three tasks at a

4:28

time because things change as Claude

4:31

starts to develop your coding project.

4:32

He'll find bugs, he'll find blockers,

4:35

and he'll find different configurations,

4:36

and he may want to revisit the plan in

4:39

his long-term memory and change the

4:41

order of those tasks or phases. So,

4:43

here's my pro tip, and do what you will

4:45

with it, but this is my best

4:47

recommendation for good long-term coding

4:49

results. What I do after every few

4:51

completed tasks, I'll ask Claude to

4:53

review our plan in my Obsidian memory

4:55

system. I'll ask him, "Are we still on

4:58

track to achieve my high-level goals for

5:01

this project?" And I'll ask him, "Review

5:03

the plan as well as any recent

5:04

conversations or session logs in my

5:06

Obsidian brain about this project to

5:09

remember what my high-level goals are,

5:11

and remember what your deliverables are

5:14

so we don't drift." This gives Claude

5:16

the ability to ensure that he's still

5:18

working on a plan that is heading

5:20

towards your deliverable. In my

5:22

experience, Claude will often make

5:24

changes to the plan as we're coding and

5:26

reorder the task list. And this is good

5:28

because he's now working with better

5:30

context on the project's needs to

5:32

achieve your high-level goals. If you

5:34

just power through your original plan,

5:36

in my experience, you're going to later

5:38

stumble over bugs that have to be

5:40

refactored. So, there's my pro tip, take

5:42

it how you will. But, in order for what

5:45

I just described to work, you have to

5:47

have a long-term memory system in place.

5:49

This is foundational to having Claude

5:51

code well for you and achieve your

5:53

remembered goals. You have to give

5:55

Claude code a long-term memory system or

5:57

a second brain because if you don't, he

5:59

will not accurately remember the details

6:01

of your plan. He won't remember the why

6:03

of your project and I'm sorry, he just

6:05

won't. So, if you want a world-class

6:07

second brain memory system built in the

6:09

next 30 minutes for Claude code, just

6:11

reply memory in the comments below and

6:13

I'll send you the installation. I have a

6:15

memory system install in the next 30

6:17

minutes and it will give long-term

6:19

detailed memory to Claude code, Claude

6:21

co-work, open Claude bots, Hermes

6:23

agents, and it even captures Claude's

6:25

internal memory system. Then, just put

6:28

this process on repeat. Simply ask

6:30

Claude to export the next two tasks plus

6:33

verification criteria from your plan and

6:36

keep feeding those tasks back to Claude

6:38

using the slash goals command. You will

6:41

get better results and spend so much

6:43

less time having to debug and refactor

6:46

your projects. Do it right the first

6:48

time. The new goal slash command will

6:50

help you do that. It's a brave new

6:52

world. Don't sleep on AI.

More transcripts

Explore other videos transcribed with YouTLDR.

Get the TLDR of any YouTube video

Transcribe, summarize, and repurpose videos in 125+ languages — free, no signup required.

Try YouTLDR Free