Writing style analysis

Crispy learns how you write and hands that voice to your AI agents, so drafted posts, comments, and messages sound like you.

When your account connects, Crispy analyzes your writing and generates three separate style guides: one for messaging, one for posting, one for commenting. Each covers tone, structure, and phrasing.

• get_writing_style returns your current guides. If analysis has not run yet, it returns status 'not_found' with no styles.
• set_writing_style overwrites any guide with your own prose. Pass only the fields you want to change; omitted fields stay untouched, and an empty string clears a field. The tool returns the merged result so you can confirm the final guides.
• set_style_examples takes 1 to 3 LinkedIn profiles whose posting style you want to model, identified by provider ID, slug, or full URL. Crispy analyzes their tone, structure, and patterns. It returns 'processing' immediately; check get_writing_style after a minute or two for the result.
• refresh_writing_style re-analyzes your style from your recent posts and messages. It is worth running after 30 days or so as your voice evolves. It also returns 'processing' right away, and it needs at least five posts and five messages of history to run.

A practical setup: let the automatic analysis run, read the posting guide with get_writing_style, then tighten it with set_writing_style by adding hard rules you care about, like banned phrases or a preferred post structure. Agents drafting on your behalf follow the merged guide from then on, which is the difference between content that reads like you and content that reads like a template.

Your voice is built in

You do not have to ask your agent to load your style first. Every tool that drafts text for you, like send_message, send_invitation, create_post, save_draft and reply_to_comment, carries a short line from the matching guide in its description. list_conversations and get_messages return the same line as voice_hint, so your voice is in view before a reply is drafted. If you change a guide, tool descriptions pick it up the next time your client reloads its tool list. voice_hint picks it up right away. The short line is a summary. get_writing_style still has the full guides. If no guide exists yet, the tools tell the agent to call get_writing_style before drafting. Text you write yourself is sent as you wrote it.