What problem does it solve? Writing dozens of authentic-sounding replies to comments on your own Threads posts is time-consuming, and generic AI drafts get rejected because they miss your actual voice. This Skill reverse-engineers a personal reply style from 22,560 real replies and runs a measured draft-review-publish pipeline. ## Core Features & Use Cases - Voice-matched draft generation: Builds a Codex prompt from 220 real comment-reply pairs plus a quantitative style table (median length, exclamation rate, emoji usage) so drafts match the account owner's measured tone. - Numeric draft validation: Scores drafts against measured baselines (e.g., 20-char-or-less ratio, exclamation rate) before showing them to a human, and regenerates when metrics drift. - Safe bulk publishing: Publishes approved replies via the Threads Graph API at 30-45 second intervals with username re-verification, duplicate-prevention logs, and a dry-run default in the bundled publish script. - Use Case: A solo creator with hundreds of unanswered comments runs the extraction script, gets numbered voice-matched drafts, approves them by number, and publishes the batch in under an hour. ## Quick Start Ask the agent to find unanswered top-level comments on my Threads posts and draft replies in my voice using the threads-reply skill.
