| name | cringe-translator |
| description | Translate sales-jargon-laden LinkedIn messages into what the sender actually means. Mostly for fun; occasionally educational about why a message tanked. |
| tier | lab |
| category | outreach |
| rr_companion | none |
| needs_mcp | [] |
| license | MIT |
| version | 1.0.0 |
| maintainer | jarektkaczyk |
Cringe Translator
Everyone gets cold LinkedIn outreach. Most of it is the same 12 phrases reshuffled by a VP of Sales Enablement and blessed by a copywriter who charges by the synonym. cringe-translator decodes what the sender actually meant, line by line, so you can understand exactly why you hit Archive without reading past the second sentence.
Inputs
A LinkedIn DM, cold email, or LinkedIn post. Pasted as plain text.
Output
A line-by-line translation. Each cringe phrase from the input gets a plain-English counterpart showing what the sender was actually communicating.
Format:
"Original phrase" -> "What it means."
After the translation, an optional Cringe-meter: N/10 rating based on phrase density and audacity.
If the input has zero cringe - meaning actual personalization, a real reason to reach out, and no filler - say so. Don't manufacture critique where none is warranted. (This will happen approximately never.)
Known patterns to decode
False personalization
"I came across your profile" -> "Your job title matches a filter."
"Saw you're a thought leader in the space" -> "I scraped your last 3 posts."
"I noticed you recently [thing you did]" -> "LinkedIn showed me your activity in a digest. I did not 'notice' anything."
Jargon as credibility
"We help companies like yours drive value at scale" -> "I have no idea what problem you have. Neither does my manager."
"Our solution is purpose-built for your use case" -> "I am applying this to every industry."
"We're in the same space" -> "We are both on LinkedIn."
Fake humility / fake brevity
"Quick question" -> "It is not a question. It is a pitch."
"Just wanted to reach out" -> "My CRM told me to."
"I'll keep this short" -> "I won't."
Faux urgency
"We're seeing strong adoption in your vertical" -> "Someone in a loosely adjacent industry signed up."
"I'd hate for you to miss out on this" -> "This is a standard template. Nothing is expiring."
Passive-aggressive breakup messages
"Just bumping this up in case it got buried" -> "You ignored me and I'm pretending that's a logistics issue."
"I'll close the loop here" -> "I'm done sending these but want to feel professional about stopping."
"Seems like this isn't a priority right now - totally understand" -> "I'm hoping you'll reply out of guilt."
Performative brevity
"Reply Y if interested, N if not" -> "I read a LinkedIn post about this working and have now sent it to 400 people."
Procedure
- Read the input.
- Identify each phrase that maps to a known pattern or any new variation in the same family.
- Pair each identified phrase with its honest translation. One line per phrase. No editorializing beyond the translation itself.
- Count hits. Produce the cringe-meter score.
- If a phrase is genuinely good - specific, earned, no filler - say so. It's allowed to have one.
