Draft replies to the comments on a published LinkedIn post, in the owner's voice. Use when the user says "help me respond to comments", "reply to these comments", "draft comment replies", or points at a scraped post with a Comments section. Classifies each…
Critique one draft against the approved idea brief, the archive winners, and the pattern report. Use when the user says "review this draft", "should I publish this", "critique this post", or after post-writer completes a draft. Approves only strong drafts and…
Run the full LinkedIn post pipeline end-to-end in one go — briefing (if missing), top-posts + patterns context, ideator shortlist (with an interactive pros/cons pick, scored out of 10), writer draft, critic verdict. Use when the user says "full cycle", "run…
Find LinkedIn post angles that can reach technical builders right now, but only when the angle is specific, differentiated, and defensible. Use when the user says "what should I post about", "pitch me ideas", "give me post angles", "find a topic", "ideate a…
Run the 72-hour retrospective on a published draft and save the conclusion in retros/. Use when the user says "retro this post", "review how this performed", or wants to update the draft lifecycle after publishing.
Turn one approved idea brief or one raw user thought into a finished LinkedIn post in the owner's voice. Use when the user says "write a post", "draft this thought", "turn this into a LinkedIn post", "polish this for LinkedIn", picks an approved idea from…
Generate retrospective failure analyses for the worst-performing published posts so the writer and critic learn from misses, not just wins. Reads the bottom-5 posts by impressions from `posts/`, classifies each, and writes one postmortem file per post to…
Maintain the wiki/ knowledge layer — absorb retro and postmortem lessons into wiki pages, answer questions against the wiki and file good answers back as pages, and health-check the whole thing. Use when the user says "ingest the retros", "update the wiki",…