Korvai
@korvai.bsky.social
AI is the biggest skill amplifier ever built. Korvai is how that amplification spreads instead of concentrating. https://www.korvai.com/
Don't open ChatGPT with a blank page. Write your own ugly first draft, five minutes, bullets are fine, then say: "Sharpen this, keep my structure and point, don't add new ideas."
Start from nothing and you get the internet's average opinion, just…
#promptengineering #aiwriting
Start from nothing and you get the internet's average opinion, just…
#promptengineering #aiwriting
September 26, 2026 at 6:30 PM
Don't open ChatGPT with a blank page. Write your own ugly first draft, five minutes, bullets are fine, then say: "Sharpen this, keep my structure and point, don't add new ideas."
Start from nothing and you get the internet's average opinion, just…
#promptengineering #aiwriting
Start from nothing and you get the internet's average opinion, just…
#promptengineering #aiwriting
I built a folder called 'Friday' out of pure resentment. Not at the writing, at the blank page. Fix: write the shape once (headers, order, what goes where), feed that shape plus your notes to AI each week. It fills blanks. It doesn't reinvent the report.
#productivity #ai
#productivity #ai
September 26, 2026 at 3:30 PM
I built a folder called 'Friday' out of pure resentment. Not at the writing, at the blank page. Fix: write the shape once (headers, order, what goes where), feed that shape plus your notes to AI each week. It fills blanks. It doesn't reinvent the report.
#productivity #ai
#productivity #ai
Don't open ChatGPT with a blank page. Write your own rough, ugly draft first, even three bad sentences. Then ask the model to sharpen it. Skip that step and you get the internet's average idea, fluently written.
#promptengineering #aiwriting
#promptengineering #aiwriting
September 26, 2026 at 3:30 AM
Don't open ChatGPT with a blank page. Write your own rough, ugly draft first, even three bad sentences. Then ask the model to sharpen it. Skip that step and you get the internet's average idea, fluently written.
#promptengineering #aiwriting
#promptengineering #aiwriting
Account plans don't take long to write. They take long to think through, because most people try to do stakeholders + risks + goals + next steps all in one pass.
www.korvai.com/gallery/skil...
#customersuccess #csm
www.korvai.com/gallery/skil...
#customersuccess #csm
September 25, 2026 at 6:30 PM
Account plans don't take long to write. They take long to think through, because most people try to do stakeholders + risks + goals + next steps all in one pass.
www.korvai.com/gallery/skil...
#customersuccess #csm
www.korvai.com/gallery/skil...
#customersuccess #csm
My cursor was already on the publish button when it hit me: this could've been written by anyone. Fluent isn't the same as yours. The fix is one question before you hit send: could a competitor have posted this exact paragraph? If yes, it's not done yet.
#aiwriting #writing
#aiwriting #writing
September 25, 2026 at 3:30 PM
My cursor was already on the publish button when it hit me: this could've been written by anyone. Fluent isn't the same as yours. The fix is one question before you hit send: could a competitor have posted this exact paragraph? If yes, it's not done yet.
#aiwriting #writing
#aiwriting #writing
You retype who you sell to and how you talk into every new chat, then wonder why the output sounds like nobody.
www.korvai.com/blog/context...
#contextengineering #promptengineering
www.korvai.com/blog/context...
#contextengineering #promptengineering
September 25, 2026 at 3:30 AM
You retype who you sell to and how you talk into every new chat, then wonder why the output sounds like nobody.
www.korvai.com/blog/context...
#contextengineering #promptengineering
www.korvai.com/blog/context...
#contextengineering #promptengineering
When AI output feels flat, people rewrite the prompt. Wrong fix. Try this instead: "What do you need to know from me to do this well? Ask me up to 5 questions first." Answer them, then let it write.
#promptengineering #contextengineering
#promptengineering #contextengineering
September 24, 2026 at 6:30 PM
When AI output feels flat, people rewrite the prompt. Wrong fix. Try this instead: "What do you need to know from me to do this well? Ask me up to 5 questions first." Answer them, then let it write.
#promptengineering #contextengineering
#promptengineering #contextengineering
For months I rebuilt my Friday status report from a blank page every single week. Same sections, same stakeholders, same dread.
Then I built it once as a template with instructions baked into each section.
#reporting #productivity
Then I built it once as a template with instructions baked into each section.
#reporting #productivity
September 24, 2026 at 3:30 PM
For months I rebuilt my Friday status report from a blank page every single week. Same sections, same stakeholders, same dread.
Then I built it once as a template with instructions baked into each section.
#reporting #productivity
Then I built it once as a template with instructions baked into each section.
#reporting #productivity
Nobody hands a new hire a keyboard and says 'write something good,' no context, no examples. We do that to AI constantly. Skip the onboarding and it fills the gap with the most average version of everything, because average is all it has…
#contextengineering #promptengineering
#contextengineering #promptengineering
September 24, 2026 at 6:30 AM
Nobody hands a new hire a keyboard and says 'write something good,' no context, no examples. We do that to AI constantly. Skip the onboarding and it fills the gap with the most average version of everything, because average is all it has…
#contextengineering #promptengineering
#contextengineering #promptengineering
'Make it engaging' is a wish, not an instruction. The model has nothing to check its work against.
Swap it for a rule: every sentence under 15 words, no adjectives, open with a number.
#promptengineering #aiwriting
Swap it for a rule: every sentence under 15 words, no adjectives, open with a number.
#promptengineering #aiwriting
September 24, 2026 at 3:30 AM
'Make it engaging' is a wish, not an instruction. The model has nothing to check its work against.
Swap it for a rule: every sentence under 15 words, no adjectives, open with a number.
#promptengineering #aiwriting
Swap it for a rule: every sentence under 15 words, no adjectives, open with a number.
#promptengineering #aiwriting
Most people read a contract top to bottom and hope the risky clause jumps out. It never does.
Six-pass method that works instead: structure, one-sided clauses, renewal traps, missing obligations, ranked risk, forced verdict.
www.korvai.com/gallery/skil...
#legal #ops
Six-pass method that works instead: structure, one-sided clauses, renewal traps, missing obligations, ranked risk, forced verdict.
www.korvai.com/gallery/skil...
#legal #ops
September 23, 2026 at 6:30 PM
Most people read a contract top to bottom and hope the risky clause jumps out. It never does.
Six-pass method that works instead: structure, one-sided clauses, renewal traps, missing obligations, ranked risk, forced verdict.
www.korvai.com/gallery/skil...
#legal #ops
Six-pass method that works instead: structure, one-sided clauses, renewal traps, missing obligations, ranked risk, forced verdict.
www.korvai.com/gallery/skil...
#legal #ops
You wrote the perfect prompt three weeks ago. Nailed the tone, the structure, everything. Now it's buried in a chat you can't search, and you're rebuilding it from memory, worse. A good prompt is an asset.
#promptengineering #ai
#promptengineering #ai
September 23, 2026 at 3:30 PM
You wrote the perfect prompt three weeks ago. Nailed the tone, the structure, everything. Now it's buried in a chat you can't search, and you're rebuilding it from memory, worse. A good prompt is an asset.
#promptengineering #ai
#promptengineering #ai
Skip "what do you think of this pitch." Try: "You are a skeptical enterprise buyer evaluating this pitch. List the three objections you'd raise." Role first, task second. The stance shapes the whole answer more than any instruction that follows it.
#promptengineering #ai
#promptengineering #ai
September 23, 2026 at 3:30 AM
Skip "what do you think of this pitch." Try: "You are a skeptical enterprise buyer evaluating this pitch. List the three objections you'd raise." Role first, task second. The stance shapes the whole answer more than any instruction that follows it.
#promptengineering #ai
#promptengineering #ai
A competitive teardown falls apart when you write it in one pass. The fix: separate positioning, features, and strategy into distinct steps so each one constrains the next.
www.korvai.com/gallery/skil...
#product #research
www.korvai.com/gallery/skil...
#product #research
September 22, 2026 at 6:30 PM
A competitive teardown falls apart when you write it in one pass. The fix: separate positioning, features, and strategy into distinct steps so each one constrains the next.
www.korvai.com/gallery/skil...
#product #research
www.korvai.com/gallery/skil...
#product #research
For a year I thought the status report was the hard part. It wasn't. The hard part was the empty doc at 4:45 every Friday, pretending I hadn't built this exact thing fifty times already. Fixed it by building the skeleton once.
#productivity #aiworkflow
#productivity #aiworkflow
September 22, 2026 at 3:30 PM
For a year I thought the status report was the hard part. It wasn't. The hard part was the empty doc at 4:45 every Friday, pretending I hadn't built this exact thing fifty times already. Fixed it by building the skeleton once.
#productivity #aiworkflow
#productivity #aiworkflow
Cold emails don't fail from lack of research. They fail from research in the wrong order. Find the prospect's likely pain point first, then find the one proof detail, then write the subject line last. Sequence beats volume every time.
www.korvai.com/gallery/skil...
#sales #marketing
www.korvai.com/gallery/skil...
#sales #marketing
September 21, 2026 at 6:30 PM
Cold emails don't fail from lack of research. They fail from research in the wrong order. Find the prospect's likely pain point first, then find the one proof detail, then write the subject line last. Sequence beats volume every time.
www.korvai.com/gallery/skil...
#sales #marketing
www.korvai.com/gallery/skil...
#sales #marketing
I've retyped the same paragraph about my company into ChatGPT more times than I can count. Fix: save it once as a doc, or drop it into custom instructions/project settings. Stop onboarding the model from scratch every single chat.
#promptengineering #ai
#promptengineering #ai
September 21, 2026 at 3:30 PM
I've retyped the same paragraph about my company into ChatGPT more times than I can count. Fix: save it once as a doc, or drop it into custom instructions/project settings. Stop onboarding the model from scratch every single chat.
#promptengineering #ai
#promptengineering #ai
Before you prompt, answer four things: Who am I here? Who's reading? How do I sound when I'm good? What's an example of the version I don't want?
Skip that and the model writes for the internet's average person. Answer it first and it writes for you.
#promptengineering #context
Skip that and the model writes for the internet's average person. Answer it first and it writes for you.
#promptengineering #context
September 21, 2026 at 3:30 AM
Before you prompt, answer four things: Who am I here? Who's reading? How do I sound when I'm good? What's an example of the version I don't want?
Skip that and the model writes for the internet's average person. Answer it first and it writes for you.
#promptengineering #context
Skip that and the model writes for the internet's average person. Answer it first and it writes for you.
#promptengineering #context
A model just predicts the next likely word, over and over. Feed it a bare instruction and the probabilities spread thin across everything ever written on that topic, so it hands you the statistical average.
#promptengineering #ai
#promptengineering #ai
September 20, 2026 at 6:30 PM
A model just predicts the next likely word, over and over. Feed it a bare instruction and the probabilities spread thin across everything ever written on that topic, so it hands you the statistical average.
#promptengineering #ai
#promptengineering #ai
Ask AI to "write a blog post about X" and you get generic paragraphs with no bones. Ask it to build the skeleton first: purpose, one takeaway, title, hook, 3-5 sections with bullets, then review for gaps.
www.korvai.com/gallery/skil...
#contentcreation #marketing
www.korvai.com/gallery/skil...
#contentcreation #marketing
September 20, 2026 at 3:30 PM
Ask AI to "write a blog post about X" and you get generic paragraphs with no bones. Ask it to build the skeleton first: purpose, one takeaway, title, hook, 3-5 sections with bullets, then review for gaps.
www.korvai.com/gallery/skil...
#contentcreation #marketing
www.korvai.com/gallery/skil...
#contentcreation #marketing
Two people type the same prompt. One gets generic mush, one gets a usable draft. The gap isn't skill with prompts, it's whether the model knows their role, audience, and standards.
www.korvai.com/blog/you-can...
#context #promptengineering
www.korvai.com/blog/you-can...
#context #promptengineering
September 20, 2026 at 3:30 AM
Two people type the same prompt. One gets generic mush, one gets a usable draft. The gap isn't skill with prompts, it's whether the model knows their role, audience, and standards.
www.korvai.com/blog/you-can...
#context #promptengineering
www.korvai.com/blog/you-can...
#context #promptengineering
Telling a model to write "confident and punchy" makes it guess what those words mean to you. Paste two things you've already written instead. Now it's copying a pattern, not translating adjectives.
#promptengineering #aiwriting
#promptengineering #aiwriting
September 19, 2026 at 6:30 PM
Telling a model to write "confident and punchy" makes it guess what those words mean to you. Paste two things you've already written instead. Now it's copying a pattern, not translating adjectives.
#promptengineering #aiwriting
#promptengineering #aiwriting
For a year I rebuilt my Friday report from scratch. Then I built the template once: sections, tone, stakeholders, all spelled out and saved as a standing prompt. Now I just paste in the week's notes. The writing was never the hard part.
#productivity #promptengineering
#productivity #promptengineering
September 19, 2026 at 3:30 PM
For a year I rebuilt my Friday report from scratch. Then I built the template once: sections, tone, stakeholders, all spelled out and saved as a standing prompt. Now I just paste in the week's notes. The writing was never the hard part.
#productivity #promptengineering
#productivity #promptengineering
Bad AI output usually isn't a prompt problem. It's a missing-person problem. The model doesn't know your role, your audience, or your voice, so it writes to nobody. Give it a real example of you before you ask for the draft.
#contextengineering #promptengineering
#contextengineering #promptengineering
September 18, 2026 at 6:30 PM
Bad AI output usually isn't a prompt problem. It's a missing-person problem. The model doesn't know your role, your audience, or your voice, so it writes to nobody. Give it a real example of you before you ask for the draft.
#contextengineering #promptengineering
#contextengineering #promptengineering
Did the math once: 20 minutes to actually write my weekly report, 3 hours to rebuild the structure from memory every Friday. The writing was never the tax. The starting over was.
#productivity #reporting
#productivity #reporting
September 18, 2026 at 3:30 PM
Did the math once: 20 minutes to actually write my weekly report, 3 hours to rebuild the structure from memory every Friday. The writing was never the tax. The starting over was.
#productivity #reporting
#productivity #reporting