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Three Months Into Using a Skill: The Real Problem Is How You Roll Back When an Edit Breaks It · A Scheduled Skill Just Failed — Should It Retry Itself, or Wake Someone Up? · Connecting Your First MCP Server: Most People Get Stuck Not on Setup, But on What It Actually Does · When a Scheduled Task Fails, How Would You Even Know? Designing Automation That Fails Loud, Not Silent · Stop Asking Claude for Answers, Ask It to Try Disproving Your Assumptions: Hypothesis Testing Over Direct Problem-Solving · Cross-Language Content Review Workflow: The Question Isn't Whether the Translation Is Correct, It's Whether Every Version Says the Same Thing

Breaking · news

Claude Cowork Ships Record a Skill: Screen-Record a Task Once, Get a Reusable AI Skill

The barrier to teaching an AI a task just dropped from writing a prompt to demonstrating the action once.

Tyler Ross · July 27, 2026

On July 21, 2026, Anthropic added Record a Skill to Claude Cowork, lowering the barrier for 'teaching Claude to do something' from writing a prompt to simply demonstrating the action. Users start a recording, perform the task the way they normally would, and narrate each step out loud. Claude then breaks the recording down into a reusable skill, saves it to the skill library, and the next time the same task comes up, it can be called directly instead of walking Claude through it again.How It...

scene-library

Three Months Into Using a Skill: The Real Problem Is How You Roll Back When an Edit Breaks It

The cost of no version control isn't the breakage itself — it's the blind...

scheduled-tasks

A Scheduled Skill Just Failed — Should It Retry Itself, or Wake Someone Up?

Not every failure deserves to wake someone at 3 a.m. Fail to tell transient...

plugins

Connecting Your First MCP Server: Most People Get Stuck Not on Setup, But on What It Actually Does

Connected doesn't mean usable. Eight times out of ten, an MCP Server...

Useful Resources

Claude API Status → Model Pricing → Prompt Playground → Token Counter → MCP Servers → LLM Benchmarks → Model Comparison →

Glossary

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Golden Set

A fixed set of real tasks whose correct outputs have already been approved by a human, re-run after every prompt edit or model change so the difference between the old and new output shows whether the change actually helped instead of just feeling better.

A golden set is a small, fixed collection of real tasks — usually twenty to fifty — where someone has already reviewed the output and confirmed it...

intermediate

Chain of Thought

Ask Claude to write out the intermediate reasoning steps within a single reply, instead of jumping straight to the conclusion — you don't just see the answer, you see how it was derived, which means you can also see exactly which step went wrong.

<a href="https://claude-me.com/en/glossary/core-concepts/chain-of-thought/" target="_blank" rel="noopener">Chain of Thought</a> means asking...

beginner

Constraint Stacking

Constraint stacking refers to giving Claude several positive constraints at once in the same prompt — length, tone, format, target audience. When these constraints pile up without a stated priority, they can conflict with each other, leaving Claude to decide on its own which one to satisfy first.

What is constraint stacking, and how is it different from <a href="/en/glossary/prompt-techniques/negative-prompting/">Negative...

Intermediate

Weekly Picks

advanced

Stop Asking Claude for Answers, Ask It to Try Disproving Your Assumptions: Hypothesis Testing Over Direct Problem-Solving

Asking for an answer shows you one possibility — testing a hypothesis forces you to rule out the...

Cora Mitchell

workflows

Cross-Language Content Review Workflow: The Question Isn't Whether the Translation Is Correct, It's Whether Every Version Says the Same Thing

The most easily missed error in multilingual review is when every version looks right alone, but...

Grace Patel

beginners

Copy-Paste Dependency: The Beginner Mistake Isn't Distrusting Claude, It's Trusting It Too Fast

It's not Claude making a mistake that's the risk — it's being right most of the time, training...

Jake Sorensen

news

Should You Upgrade to a Pricier Claude Plan? Run These Three Numbers Before Looking at the Feature List

The question isn't how many features the upgrade adds — it's whether the time it saves is worth...

Cora Mitchell