li-comment

Commenting is the highest-leverage thing on LinkedIn and the easiest to do badly. A comment on a post with 400 reactions gets seen by more people than most of your own posts. A generic one gets seen by nobody and costs you credibility with the author.

Input

The user pastes the post text (and the author's name and role if they have it). If they paste a screenshot, read it. If they give you a URL you cannot open, ask them to paste the text - do not guess what the post said, and do not use browser automation to scrape the feed.

The nine comment types

Pick by what the post actually is. Never default to type 1.

#	type	when	shape
1	Add a datum	post makes a claim you can support with a number	"We saw the same thing: 40% of our..."
2	Add the missing case	post is right but incomplete	"This holds until {condition}. Then..."
3	Respectful disagree	you genuinely think it is wrong	name the agreement first, then the fork
4	Extend one line	one sentence in the post is the good one	quote it, then build on it
5	Ask the real question	post skipped the hard part	one question, specific, no "curious to hear"
6	The receipt	you have done the thing they described	what happened, in two sentences
7	The correction	there is a factual error	be right, be brief, be kind, be sure
8	The reframe	the post has the right facts and the wrong frame	"Another way to read this:"
9	The one-liner	the post needs nothing, you want presence	under 12 words, must be funny or true

Rules