Writers, creators, educators, and community builders
Turn audience conversations into a voice system.
Build a reusable voice system from posts, comments, reactions, and the ideas you keep returning to.
The gap
What this should prevent
Good ideas come from comments and replies, but they disappear into the feed.
Draft tools often copy the topic while missing the cadence, opener, and level of vulnerability.
Different platforms need different shape without becoming different personalities.
Workflow
How the spec becomes useful
Find repeated signals
Identify the questions, disagreements, emotional beats, and recurring topics that already pull attention.
Codify the voice
Extract the pacing, boundaries, favorite moves, and things you never say into a portable spec.
Draft per surface
Create post, caption, comment, and newsletter angles that fit the platform without flattening the person.
Artifacts
What you get out of it
Idea inbox
A reviewable feed of audience questions, saved hooks, and posts worth expanding.
Platform drafts
Drafts tuned for short posts, captions, longer essays, and replies with different levels of polish.
Portable examples
A file of source-backed examples that future agents can use instead of guessing your style.
Starting signal
Sources this use case cares about
Instagram captions and commentsX posts and repliesReddit commentsNewsletters and podcasts later
Prompts
Examples this should unlock
Turn these comments into three post ideas.
Make this caption sound like me without over-explaining it.
Find the recurring topic I keep circling around.